From 752865f86661ac2507ed55ddfa973a826c86a0b2 Mon Sep 17 00:00:00 2001
From: Garry Tan <garrytan@gmail.com>
Date: Thu, 11 Jun 2026 20:15:29 -0700
Subject: [PATCH] feat: Conductor renders AskUserQuestion decisions as prose by
 default
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

In Conductor, native AskUserQuestion is disabled and the MCP variant is
flaky, so skills now render every decision as a plain-text prose brief the
user answers by typing a letter — proactively, not as a failure reaction.

- Preamble emits CONDUCTOR_SESSION, gated on != headless so eval/CI inside
  Conductor still BLOCKs instead of rendering prose to nobody.
- AskUserQuestion Format gains a Conductor-default-prose rule (auto-decide
  preferences still apply first; prose decisions log via gstack-question-log
  since PostToolUse never fires), a one-way/destructive typed-confirmation
  rule, and a typed-reply continuation protocol for split chains.
- Regenerated all SKILL.md + ship golden fixtures; bumped affected carve
  skeleton caps to absorb the always-loaded additions.

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
---
 SKILL.md                                      |  7 ++++
 autoplan/SKILL.md                             | 19 ++++++++--
 benchmark-models/SKILL.md                     |  7 ++++
 benchmark/SKILL.md                            |  7 ++++
 browse/SKILL.md                               |  7 ++++
 canary/SKILL.md                               | 19 ++++++++--
 codex/SKILL.md                                | 19 ++++++++--
 context-restore/SKILL.md                      | 19 ++++++++--
 context-save/SKILL.md                         | 19 ++++++++--
 cso/SKILL.md                                  | 19 ++++++++--
 design-consultation/SKILL.md                  | 19 ++++++++--
 design-html/SKILL.md                          | 19 ++++++++--
 design-review/SKILL.md                        | 19 ++++++++--
 design-shotgun/SKILL.md                       | 19 ++++++++--
 devex-review/SKILL.md                         | 19 ++++++++--
 document-generate/SKILL.md                    | 19 ++++++++--
 document-release/SKILL.md                     | 19 ++++++++--
 health/SKILL.md                               | 19 ++++++++--
 investigate/SKILL.md                          | 19 ++++++++--
 ios-clean/SKILL.md                            | 19 ++++++++--
 ios-design-review/SKILL.md                    | 19 ++++++++--
 ios-fix/SKILL.md                              | 19 ++++++++--
 ios-qa/SKILL.md                               | 19 ++++++++--
 ios-sync/SKILL.md                             | 19 ++++++++--
 land-and-deploy/SKILL.md                      | 19 ++++++++--
 landing-report/SKILL.md                       | 19 ++++++++--
 learn/SKILL.md                                | 19 ++++++++--
 make-pdf/SKILL.md                             |  7 ++++
 office-hours/SKILL.md                         | 19 ++++++++--
 open-gstack-browser/SKILL.md                  | 19 ++++++++--
 pair-agent/SKILL.md                           | 19 ++++++++--
 plan-ceo-review/SKILL.md                      | 19 ++++++++--
 plan-design-review/SKILL.md                   | 19 ++++++++--
 plan-devex-review/SKILL.md                    | 19 ++++++++--
 plan-eng-review/SKILL.md                      | 19 ++++++++--
 plan-tune/SKILL.md                            | 19 ++++++++--
 qa-only/SKILL.md                              | 19 ++++++++--
 qa/SKILL.md                                   | 19 ++++++++--
 retro/SKILL.md                                | 19 ++++++++--
 review/SKILL.md                               | 19 ++++++++--
 scrape/SKILL.md                               | 19 ++++++++--
 .../preamble/generate-ask-user-format.ts      | 12 ++++--
 .../preamble/generate-preamble-bash.ts        |  7 ++++
 setup-browser-cookies/SKILL.md                |  7 ++++
 setup-deploy/SKILL.md                         | 19 ++++++++--
 setup-gbrain/SKILL.md                         | 19 ++++++++--
 ship/SKILL.md                                 | 19 ++++++++--
 skillify/SKILL.md                             | 19 ++++++++--
 spec/SKILL.md                                 | 38 ++++++++++++++++---
 sync-gbrain/SKILL.md                          | 19 ++++++++--
 test/fixtures/golden/claude-ship-SKILL.md     | 19 ++++++++--
 test/fixtures/golden/codex-ship-SKILL.md      | 19 ++++++++--
 test/fixtures/golden/factory-ship-SKILL.md    | 19 ++++++++--
 test/helpers/carve-guards.ts                  | 20 +++++++---
 test/preamble-compose.test.ts                 | 10 +++++
 test/resolver-ask-user-format.test.ts         | 21 +++++++++-
 56 files changed, 838 insertions(+), 148 deletions(-)

diff --git a/SKILL.md b/SKILL.md
index 8711ae7f3..90774950e 100644
--- a/SKILL.md
+++ b/SKILL.md
@@ -48,6 +48,13 @@ echo "REPO_MODE: $REPO_MODE"
 _SESSION_KIND=$(~/.claude/skills/gstack/bin/gstack-session-kind 2>/dev/null || echo "interactive")
 case "$_SESSION_KIND" in spawned|headless|interactive) ;; *) _SESSION_KIND="interactive" ;; esac
 echo "SESSION_KIND: $_SESSION_KIND"
+# Conductor host: AskUserQuestion is unreliable here (native disabled, MCP
+# variant flaky), so skills render decisions as prose instead of calling the
+# tool. Gated on !headless so an eval/CI run INSIDE Conductor (GSTACK_HEADLESS)
+# still BLOCKs rather than rendering prose to nobody.
+if [ "$_SESSION_KIND" != "headless" ] && { [ -n "${CONDUCTOR_WORKSPACE_PATH:-}" ] || [ -n "${CONDUCTOR_PORT:-}" ]; }; then
+  echo "CONDUCTOR_SESSION: true"
+fi
 _LAKE_SEEN=$([ -f ~/.gstack/.completeness-intro-seen ] && echo "yes" || echo "no")
 echo "LAKE_INTRO: $_LAKE_SEEN"
 _TEL=$(~/.claude/skills/gstack/bin/gstack-config get telemetry 2>/dev/null || true)
diff --git a/autoplan/SKILL.md b/autoplan/SKILL.md
index de7174b03..49db38ff9 100644
--- a/autoplan/SKILL.md
+++ b/autoplan/SKILL.md
@@ -57,6 +57,13 @@ echo "REPO_MODE: $REPO_MODE"
 _SESSION_KIND=$(~/.claude/skills/gstack/bin/gstack-session-kind 2>/dev/null || echo "interactive")
 case "$_SESSION_KIND" in spawned|headless|interactive) ;; *) _SESSION_KIND="interactive" ;; esac
 echo "SESSION_KIND: $_SESSION_KIND"
+# Conductor host: AskUserQuestion is unreliable here (native disabled, MCP
+# variant flaky), so skills render decisions as prose instead of calling the
+# tool. Gated on !headless so an eval/CI run INSIDE Conductor (GSTACK_HEADLESS)
+# still BLOCKs rather than rendering prose to nobody.
+if [ "$_SESSION_KIND" != "headless" ] && { [ -n "${CONDUCTOR_WORKSPACE_PATH:-}" ] || [ -n "${CONDUCTOR_PORT:-}" ]; }; then
+  echo "CONDUCTOR_SESSION: true"
+fi
 _LAKE_SEEN=$([ -f ~/.gstack/.completeness-intro-seen ] && echo "yes" || echo "no")
 echo "LAKE_INTRO: $_LAKE_SEEN"
 _TEL=$(~/.claude/skills/gstack/bin/gstack-config get telemetry 2>/dev/null || true)
@@ -306,7 +313,9 @@ AI orchestrator (e.g., OpenClaw). In spawned sessions:
 
 "AskUserQuestion" can resolve to two tools at runtime: the **host MCP variant** (e.g. `mcp__conductor__AskUserQuestion` — appears in your tool list when the host registers it) or the **native** Claude Code tool.
 
-**Rule:** if any `mcp__*__AskUserQuestion` variant is in your tool list, prefer it. Hosts may disable native AUQ via `--disallowedTools AskUserQuestion` (Conductor does, by default) and route through their MCP variant; calling native there silently fails. Same questions/options shape; same decision-brief format applies.
+**Conductor rule (read before the MCP rule):** if `CONDUCTOR_SESSION: true` was echoed by the preamble, do NOT call AskUserQuestion at all — neither native nor any `mcp__*__AskUserQuestion` variant. Render EVERY decision brief as the **prose form** below and STOP. This is proactive, not a reaction to a failure: Conductor disables native AUQ and its MCP variant is flaky (it returns `[Tool result missing due to internal error]`), so prose is the reliable path. **Auto-decide preferences still apply first:** if a `[plan-tune auto-decide] <id> → <option>` result has already surfaced for a question, proceed with that option (no prose). Because in Conductor you go straight to prose without ever calling the tool, this auto-decide-first ordering is enforced HERE, not only by the PreToolUse hook. When you render a Conductor prose brief, also capture it with `bin/gstack-question-log` (the PostToolUse capture hook never fires on a prose path, so `/plan-tune` history/learning depends on this call).
+
+**Rule (non-Conductor):** if any `mcp__*__AskUserQuestion` variant is in your tool list, prefer it. Hosts may disable native AUQ via `--disallowedTools AskUserQuestion` (Conductor does, by default) and route through their MCP variant; calling native there silently fails. Same questions/options shape; same decision-brief format applies.
 
 If AskUserQuestion is unavailable (no variant in your tool list) OR a call to it fails, do NOT silently auto-decide or write the decision to the plan file as a substitute. Follow the **failure fallback** below.
 
@@ -328,7 +337,11 @@ Tell three outcomes apart:
 2. **Completeness scores per choice** — explicit `Completeness: X/10` on EACH choice (10 complete, 7 happy-path, 3 shortcut); use the kind-note when options differ in kind not coverage, but never silently drop the score.
 3. **The recommendation and why** — a `Recommendation: <choice> because <reason>` line plus the `(recommended)` marker on that choice.
 
-Layout: a `D<N>` title + a one-line note that AskUserQuestion failed and to reply with a letter; the issue ELI10; the Recommendation line; then ONE paragraph per choice carrying its `(recommended)` marker, its `Completeness: X/10`, and 2-4 sentences of reasoning — never a bare bullet list; a closing `Net:` line. Split chains / 5+ options: one prose block per per-option call, in sequence. Then STOP and wait — the user's typed answer is the decision. In plan mode this satisfies end-of-turn like a tool call.
+Layout: a `D<N>` title + a one-line note to reply with a letter (in Conductor this is the normal path; elsewhere it means AskUserQuestion was unavailable or errored); the issue ELI10; the Recommendation line; then ONE paragraph per choice carrying its `(recommended)` marker, its `Completeness: X/10`, and 2-4 sentences of reasoning — never a bare bullet list; a closing `Net:` line. Split chains / 5+ options: one prose block per per-option call, in sequence. Then STOP and wait — the user's typed answer is the decision. In plan mode this satisfies end-of-turn like a tool call.
+
+**Continuation — mapping a typed reply back to a brief.** Each brief carries a stable label (`D<N>`, or `D<N>.k` in a split chain). The user references it (e.g. "3.2: B"). A bare letter maps to the single most-recent UNANSWERED brief; if more than one is open (a split chain), do NOT guess — ask which `D<N>.k` it answers. Never apply a bare letter ambiguously across a chain.
+
+**One-way / destructive confirmations in prose.** When the decision is a one-way door (irreversible or destructive — delete, force-push, drop, overwrite), prose is a WEAKER gate than the tool, so make it stronger: require an explicit typed confirmation (the exact option letter or word), state plainly what is irreversible, and NEVER proceed on a vague, partial, or ambiguous reply — re-ask instead. Treat silence or "ok"/"sure" without the explicit choice as not-yet-confirmed.
 
 ### Format
 
@@ -412,7 +425,7 @@ Before calling AskUserQuestion, verify:
 - [ ] (recommended) label on one option (even for neutral-posture)
 - [ ] Dual-scale effort labels on effort-bearing options (human / CC)
 - [ ] Net line closes the decision
-- [ ] You are calling the tool, not writing prose — unless the documented failure fallback applies (then: prose with the mandatory triad — issue ELI10, per-choice Completeness, Recommendation + `(recommended)` — and a "reply with a letter" instruction, then STOP)
+- [ ] You are calling the tool, not writing prose — unless `CONDUCTOR_SESSION: true` (then prose is the DEFAULT, not the tool) OR the documented failure fallback applies (then: prose with the mandatory triad — issue ELI10, per-choice Completeness, Recommendation + `(recommended)` — and a "reply with a letter" instruction, then STOP)
 - [ ] Non-ASCII characters (CJK / accents) written directly, NOT \u-escaped
 - [ ] If you had 5+ options, you split (or batched into ≤4-groups) — did NOT drop any
 - [ ] If you split, you checked dependencies between options before firing the chain
diff --git a/benchmark-models/SKILL.md b/benchmark-models/SKILL.md
index 06fbd6a7b..9ea455ad7 100644
--- a/benchmark-models/SKILL.md
+++ b/benchmark-models/SKILL.md
@@ -51,6 +51,13 @@ echo "REPO_MODE: $REPO_MODE"
 _SESSION_KIND=$(~/.claude/skills/gstack/bin/gstack-session-kind 2>/dev/null || echo "interactive")
 case "$_SESSION_KIND" in spawned|headless|interactive) ;; *) _SESSION_KIND="interactive" ;; esac
 echo "SESSION_KIND: $_SESSION_KIND"
+# Conductor host: AskUserQuestion is unreliable here (native disabled, MCP
+# variant flaky), so skills render decisions as prose instead of calling the
+# tool. Gated on !headless so an eval/CI run INSIDE Conductor (GSTACK_HEADLESS)
+# still BLOCKs rather than rendering prose to nobody.
+if [ "$_SESSION_KIND" != "headless" ] && { [ -n "${CONDUCTOR_WORKSPACE_PATH:-}" ] || [ -n "${CONDUCTOR_PORT:-}" ]; }; then
+  echo "CONDUCTOR_SESSION: true"
+fi
 _LAKE_SEEN=$([ -f ~/.gstack/.completeness-intro-seen ] && echo "yes" || echo "no")
 echo "LAKE_INTRO: $_LAKE_SEEN"
 _TEL=$(~/.claude/skills/gstack/bin/gstack-config get telemetry 2>/dev/null || true)
diff --git a/benchmark/SKILL.md b/benchmark/SKILL.md
index 20b15e0d6..6aacca4b4 100644
--- a/benchmark/SKILL.md
+++ b/benchmark/SKILL.md
@@ -51,6 +51,13 @@ echo "REPO_MODE: $REPO_MODE"
 _SESSION_KIND=$(~/.claude/skills/gstack/bin/gstack-session-kind 2>/dev/null || echo "interactive")
 case "$_SESSION_KIND" in spawned|headless|interactive) ;; *) _SESSION_KIND="interactive" ;; esac
 echo "SESSION_KIND: $_SESSION_KIND"
+# Conductor host: AskUserQuestion is unreliable here (native disabled, MCP
+# variant flaky), so skills render decisions as prose instead of calling the
+# tool. Gated on !headless so an eval/CI run INSIDE Conductor (GSTACK_HEADLESS)
+# still BLOCKs rather than rendering prose to nobody.
+if [ "$_SESSION_KIND" != "headless" ] && { [ -n "${CONDUCTOR_WORKSPACE_PATH:-}" ] || [ -n "${CONDUCTOR_PORT:-}" ]; }; then
+  echo "CONDUCTOR_SESSION: true"
+fi
 _LAKE_SEEN=$([ -f ~/.gstack/.completeness-intro-seen ] && echo "yes" || echo "no")
 echo "LAKE_INTRO: $_LAKE_SEEN"
 _TEL=$(~/.claude/skills/gstack/bin/gstack-config get telemetry 2>/dev/null || true)
diff --git a/browse/SKILL.md b/browse/SKILL.md
index 0f670d47a..26816be4b 100644
--- a/browse/SKILL.md
+++ b/browse/SKILL.md
@@ -49,6 +49,13 @@ echo "REPO_MODE: $REPO_MODE"
 _SESSION_KIND=$(~/.claude/skills/gstack/bin/gstack-session-kind 2>/dev/null || echo "interactive")
 case "$_SESSION_KIND" in spawned|headless|interactive) ;; *) _SESSION_KIND="interactive" ;; esac
 echo "SESSION_KIND: $_SESSION_KIND"
+# Conductor host: AskUserQuestion is unreliable here (native disabled, MCP
+# variant flaky), so skills render decisions as prose instead of calling the
+# tool. Gated on !headless so an eval/CI run INSIDE Conductor (GSTACK_HEADLESS)
+# still BLOCKs rather than rendering prose to nobody.
+if [ "$_SESSION_KIND" != "headless" ] && { [ -n "${CONDUCTOR_WORKSPACE_PATH:-}" ] || [ -n "${CONDUCTOR_PORT:-}" ]; }; then
+  echo "CONDUCTOR_SESSION: true"
+fi
 _LAKE_SEEN=$([ -f ~/.gstack/.completeness-intro-seen ] && echo "yes" || echo "no")
 echo "LAKE_INTRO: $_LAKE_SEEN"
 _TEL=$(~/.claude/skills/gstack/bin/gstack-config get telemetry 2>/dev/null || true)
diff --git a/canary/SKILL.md b/canary/SKILL.md
index d2412d881..b72b99364 100644
--- a/canary/SKILL.md
+++ b/canary/SKILL.md
@@ -49,6 +49,13 @@ echo "REPO_MODE: $REPO_MODE"
 _SESSION_KIND=$(~/.claude/skills/gstack/bin/gstack-session-kind 2>/dev/null || echo "interactive")
 case "$_SESSION_KIND" in spawned|headless|interactive) ;; *) _SESSION_KIND="interactive" ;; esac
 echo "SESSION_KIND: $_SESSION_KIND"
+# Conductor host: AskUserQuestion is unreliable here (native disabled, MCP
+# variant flaky), so skills render decisions as prose instead of calling the
+# tool. Gated on !headless so an eval/CI run INSIDE Conductor (GSTACK_HEADLESS)
+# still BLOCKs rather than rendering prose to nobody.
+if [ "$_SESSION_KIND" != "headless" ] && { [ -n "${CONDUCTOR_WORKSPACE_PATH:-}" ] || [ -n "${CONDUCTOR_PORT:-}" ]; }; then
+  echo "CONDUCTOR_SESSION: true"
+fi
 _LAKE_SEEN=$([ -f ~/.gstack/.completeness-intro-seen ] && echo "yes" || echo "no")
 echo "LAKE_INTRO: $_LAKE_SEEN"
 _TEL=$(~/.claude/skills/gstack/bin/gstack-config get telemetry 2>/dev/null || true)
@@ -298,7 +305,9 @@ AI orchestrator (e.g., OpenClaw). In spawned sessions:
 
 "AskUserQuestion" can resolve to two tools at runtime: the **host MCP variant** (e.g. `mcp__conductor__AskUserQuestion` — appears in your tool list when the host registers it) or the **native** Claude Code tool.
 
-**Rule:** if any `mcp__*__AskUserQuestion` variant is in your tool list, prefer it. Hosts may disable native AUQ via `--disallowedTools AskUserQuestion` (Conductor does, by default) and route through their MCP variant; calling native there silently fails. Same questions/options shape; same decision-brief format applies.
+**Conductor rule (read before the MCP rule):** if `CONDUCTOR_SESSION: true` was echoed by the preamble, do NOT call AskUserQuestion at all — neither native nor any `mcp__*__AskUserQuestion` variant. Render EVERY decision brief as the **prose form** below and STOP. This is proactive, not a reaction to a failure: Conductor disables native AUQ and its MCP variant is flaky (it returns `[Tool result missing due to internal error]`), so prose is the reliable path. **Auto-decide preferences still apply first:** if a `[plan-tune auto-decide] <id> → <option>` result has already surfaced for a question, proceed with that option (no prose). Because in Conductor you go straight to prose without ever calling the tool, this auto-decide-first ordering is enforced HERE, not only by the PreToolUse hook. When you render a Conductor prose brief, also capture it with `bin/gstack-question-log` (the PostToolUse capture hook never fires on a prose path, so `/plan-tune` history/learning depends on this call).
+
+**Rule (non-Conductor):** if any `mcp__*__AskUserQuestion` variant is in your tool list, prefer it. Hosts may disable native AUQ via `--disallowedTools AskUserQuestion` (Conductor does, by default) and route through their MCP variant; calling native there silently fails. Same questions/options shape; same decision-brief format applies.
 
 If AskUserQuestion is unavailable (no variant in your tool list) OR a call to it fails, do NOT silently auto-decide or write the decision to the plan file as a substitute. Follow the **failure fallback** below.
 
@@ -320,7 +329,11 @@ Tell three outcomes apart:
 2. **Completeness scores per choice** — explicit `Completeness: X/10` on EACH choice (10 complete, 7 happy-path, 3 shortcut); use the kind-note when options differ in kind not coverage, but never silently drop the score.
 3. **The recommendation and why** — a `Recommendation: <choice> because <reason>` line plus the `(recommended)` marker on that choice.
 
-Layout: a `D<N>` title + a one-line note that AskUserQuestion failed and to reply with a letter; the issue ELI10; the Recommendation line; then ONE paragraph per choice carrying its `(recommended)` marker, its `Completeness: X/10`, and 2-4 sentences of reasoning — never a bare bullet list; a closing `Net:` line. Split chains / 5+ options: one prose block per per-option call, in sequence. Then STOP and wait — the user's typed answer is the decision. In plan mode this satisfies end-of-turn like a tool call.
+Layout: a `D<N>` title + a one-line note to reply with a letter (in Conductor this is the normal path; elsewhere it means AskUserQuestion was unavailable or errored); the issue ELI10; the Recommendation line; then ONE paragraph per choice carrying its `(recommended)` marker, its `Completeness: X/10`, and 2-4 sentences of reasoning — never a bare bullet list; a closing `Net:` line. Split chains / 5+ options: one prose block per per-option call, in sequence. Then STOP and wait — the user's typed answer is the decision. In plan mode this satisfies end-of-turn like a tool call.
+
+**Continuation — mapping a typed reply back to a brief.** Each brief carries a stable label (`D<N>`, or `D<N>.k` in a split chain). The user references it (e.g. "3.2: B"). A bare letter maps to the single most-recent UNANSWERED brief; if more than one is open (a split chain), do NOT guess — ask which `D<N>.k` it answers. Never apply a bare letter ambiguously across a chain.
+
+**One-way / destructive confirmations in prose.** When the decision is a one-way door (irreversible or destructive — delete, force-push, drop, overwrite), prose is a WEAKER gate than the tool, so make it stronger: require an explicit typed confirmation (the exact option letter or word), state plainly what is irreversible, and NEVER proceed on a vague, partial, or ambiguous reply — re-ask instead. Treat silence or "ok"/"sure" without the explicit choice as not-yet-confirmed.
 
 ### Format
 
@@ -404,7 +417,7 @@ Before calling AskUserQuestion, verify:
 - [ ] (recommended) label on one option (even for neutral-posture)
 - [ ] Dual-scale effort labels on effort-bearing options (human / CC)
 - [ ] Net line closes the decision
-- [ ] You are calling the tool, not writing prose — unless the documented failure fallback applies (then: prose with the mandatory triad — issue ELI10, per-choice Completeness, Recommendation + `(recommended)` — and a "reply with a letter" instruction, then STOP)
+- [ ] You are calling the tool, not writing prose — unless `CONDUCTOR_SESSION: true` (then prose is the DEFAULT, not the tool) OR the documented failure fallback applies (then: prose with the mandatory triad — issue ELI10, per-choice Completeness, Recommendation + `(recommended)` — and a "reply with a letter" instruction, then STOP)
 - [ ] Non-ASCII characters (CJK / accents) written directly, NOT \u-escaped
 - [ ] If you had 5+ options, you split (or batched into ≤4-groups) — did NOT drop any
 - [ ] If you split, you checked dependencies between options before firing the chain
diff --git a/codex/SKILL.md b/codex/SKILL.md
index e15c16ec2..cd40e075d 100644
--- a/codex/SKILL.md
+++ b/codex/SKILL.md
@@ -52,6 +52,13 @@ echo "REPO_MODE: $REPO_MODE"
 _SESSION_KIND=$(~/.claude/skills/gstack/bin/gstack-session-kind 2>/dev/null || echo "interactive")
 case "$_SESSION_KIND" in spawned|headless|interactive) ;; *) _SESSION_KIND="interactive" ;; esac
 echo "SESSION_KIND: $_SESSION_KIND"
+# Conductor host: AskUserQuestion is unreliable here (native disabled, MCP
+# variant flaky), so skills render decisions as prose instead of calling the
+# tool. Gated on !headless so an eval/CI run INSIDE Conductor (GSTACK_HEADLESS)
+# still BLOCKs rather than rendering prose to nobody.
+if [ "$_SESSION_KIND" != "headless" ] && { [ -n "${CONDUCTOR_WORKSPACE_PATH:-}" ] || [ -n "${CONDUCTOR_PORT:-}" ]; }; then
+  echo "CONDUCTOR_SESSION: true"
+fi
 _LAKE_SEEN=$([ -f ~/.gstack/.completeness-intro-seen ] && echo "yes" || echo "no")
 echo "LAKE_INTRO: $_LAKE_SEEN"
 _TEL=$(~/.claude/skills/gstack/bin/gstack-config get telemetry 2>/dev/null || true)
@@ -301,7 +308,9 @@ AI orchestrator (e.g., OpenClaw). In spawned sessions:
 
 "AskUserQuestion" can resolve to two tools at runtime: the **host MCP variant** (e.g. `mcp__conductor__AskUserQuestion` — appears in your tool list when the host registers it) or the **native** Claude Code tool.
 
-**Rule:** if any `mcp__*__AskUserQuestion` variant is in your tool list, prefer it. Hosts may disable native AUQ via `--disallowedTools AskUserQuestion` (Conductor does, by default) and route through their MCP variant; calling native there silently fails. Same questions/options shape; same decision-brief format applies.
+**Conductor rule (read before the MCP rule):** if `CONDUCTOR_SESSION: true` was echoed by the preamble, do NOT call AskUserQuestion at all — neither native nor any `mcp__*__AskUserQuestion` variant. Render EVERY decision brief as the **prose form** below and STOP. This is proactive, not a reaction to a failure: Conductor disables native AUQ and its MCP variant is flaky (it returns `[Tool result missing due to internal error]`), so prose is the reliable path. **Auto-decide preferences still apply first:** if a `[plan-tune auto-decide] <id> → <option>` result has already surfaced for a question, proceed with that option (no prose). Because in Conductor you go straight to prose without ever calling the tool, this auto-decide-first ordering is enforced HERE, not only by the PreToolUse hook. When you render a Conductor prose brief, also capture it with `bin/gstack-question-log` (the PostToolUse capture hook never fires on a prose path, so `/plan-tune` history/learning depends on this call).
+
+**Rule (non-Conductor):** if any `mcp__*__AskUserQuestion` variant is in your tool list, prefer it. Hosts may disable native AUQ via `--disallowedTools AskUserQuestion` (Conductor does, by default) and route through their MCP variant; calling native there silently fails. Same questions/options shape; same decision-brief format applies.
 
 If AskUserQuestion is unavailable (no variant in your tool list) OR a call to it fails, do NOT silently auto-decide or write the decision to the plan file as a substitute. Follow the **failure fallback** below.
 
@@ -323,7 +332,11 @@ Tell three outcomes apart:
 2. **Completeness scores per choice** — explicit `Completeness: X/10` on EACH choice (10 complete, 7 happy-path, 3 shortcut); use the kind-note when options differ in kind not coverage, but never silently drop the score.
 3. **The recommendation and why** — a `Recommendation: <choice> because <reason>` line plus the `(recommended)` marker on that choice.
 
-Layout: a `D<N>` title + a one-line note that AskUserQuestion failed and to reply with a letter; the issue ELI10; the Recommendation line; then ONE paragraph per choice carrying its `(recommended)` marker, its `Completeness: X/10`, and 2-4 sentences of reasoning — never a bare bullet list; a closing `Net:` line. Split chains / 5+ options: one prose block per per-option call, in sequence. Then STOP and wait — the user's typed answer is the decision. In plan mode this satisfies end-of-turn like a tool call.
+Layout: a `D<N>` title + a one-line note to reply with a letter (in Conductor this is the normal path; elsewhere it means AskUserQuestion was unavailable or errored); the issue ELI10; the Recommendation line; then ONE paragraph per choice carrying its `(recommended)` marker, its `Completeness: X/10`, and 2-4 sentences of reasoning — never a bare bullet list; a closing `Net:` line. Split chains / 5+ options: one prose block per per-option call, in sequence. Then STOP and wait — the user's typed answer is the decision. In plan mode this satisfies end-of-turn like a tool call.
+
+**Continuation — mapping a typed reply back to a brief.** Each brief carries a stable label (`D<N>`, or `D<N>.k` in a split chain). The user references it (e.g. "3.2: B"). A bare letter maps to the single most-recent UNANSWERED brief; if more than one is open (a split chain), do NOT guess — ask which `D<N>.k` it answers. Never apply a bare letter ambiguously across a chain.
+
+**One-way / destructive confirmations in prose.** When the decision is a one-way door (irreversible or destructive — delete, force-push, drop, overwrite), prose is a WEAKER gate than the tool, so make it stronger: require an explicit typed confirmation (the exact option letter or word), state plainly what is irreversible, and NEVER proceed on a vague, partial, or ambiguous reply — re-ask instead. Treat silence or "ok"/"sure" without the explicit choice as not-yet-confirmed.
 
 ### Format
 
@@ -407,7 +420,7 @@ Before calling AskUserQuestion, verify:
 - [ ] (recommended) label on one option (even for neutral-posture)
 - [ ] Dual-scale effort labels on effort-bearing options (human / CC)
 - [ ] Net line closes the decision
-- [ ] You are calling the tool, not writing prose — unless the documented failure fallback applies (then: prose with the mandatory triad — issue ELI10, per-choice Completeness, Recommendation + `(recommended)` — and a "reply with a letter" instruction, then STOP)
+- [ ] You are calling the tool, not writing prose — unless `CONDUCTOR_SESSION: true` (then prose is the DEFAULT, not the tool) OR the documented failure fallback applies (then: prose with the mandatory triad — issue ELI10, per-choice Completeness, Recommendation + `(recommended)` — and a "reply with a letter" instruction, then STOP)
 - [ ] Non-ASCII characters (CJK / accents) written directly, NOT \u-escaped
 - [ ] If you had 5+ options, you split (or batched into ≤4-groups) — did NOT drop any
 - [ ] If you split, you checked dependencies between options before firing the chain
diff --git a/context-restore/SKILL.md b/context-restore/SKILL.md
index ce286184d..11b95b4e2 100644
--- a/context-restore/SKILL.md
+++ b/context-restore/SKILL.md
@@ -53,6 +53,13 @@ echo "REPO_MODE: $REPO_MODE"
 _SESSION_KIND=$(~/.claude/skills/gstack/bin/gstack-session-kind 2>/dev/null || echo "interactive")
 case "$_SESSION_KIND" in spawned|headless|interactive) ;; *) _SESSION_KIND="interactive" ;; esac
 echo "SESSION_KIND: $_SESSION_KIND"
+# Conductor host: AskUserQuestion is unreliable here (native disabled, MCP
+# variant flaky), so skills render decisions as prose instead of calling the
+# tool. Gated on !headless so an eval/CI run INSIDE Conductor (GSTACK_HEADLESS)
+# still BLOCKs rather than rendering prose to nobody.
+if [ "$_SESSION_KIND" != "headless" ] && { [ -n "${CONDUCTOR_WORKSPACE_PATH:-}" ] || [ -n "${CONDUCTOR_PORT:-}" ]; }; then
+  echo "CONDUCTOR_SESSION: true"
+fi
 _LAKE_SEEN=$([ -f ~/.gstack/.completeness-intro-seen ] && echo "yes" || echo "no")
 echo "LAKE_INTRO: $_LAKE_SEEN"
 _TEL=$(~/.claude/skills/gstack/bin/gstack-config get telemetry 2>/dev/null || true)
@@ -302,7 +309,9 @@ AI orchestrator (e.g., OpenClaw). In spawned sessions:
 
 "AskUserQuestion" can resolve to two tools at runtime: the **host MCP variant** (e.g. `mcp__conductor__AskUserQuestion` — appears in your tool list when the host registers it) or the **native** Claude Code tool.
 
-**Rule:** if any `mcp__*__AskUserQuestion` variant is in your tool list, prefer it. Hosts may disable native AUQ via `--disallowedTools AskUserQuestion` (Conductor does, by default) and route through their MCP variant; calling native there silently fails. Same questions/options shape; same decision-brief format applies.
+**Conductor rule (read before the MCP rule):** if `CONDUCTOR_SESSION: true` was echoed by the preamble, do NOT call AskUserQuestion at all — neither native nor any `mcp__*__AskUserQuestion` variant. Render EVERY decision brief as the **prose form** below and STOP. This is proactive, not a reaction to a failure: Conductor disables native AUQ and its MCP variant is flaky (it returns `[Tool result missing due to internal error]`), so prose is the reliable path. **Auto-decide preferences still apply first:** if a `[plan-tune auto-decide] <id> → <option>` result has already surfaced for a question, proceed with that option (no prose). Because in Conductor you go straight to prose without ever calling the tool, this auto-decide-first ordering is enforced HERE, not only by the PreToolUse hook. When you render a Conductor prose brief, also capture it with `bin/gstack-question-log` (the PostToolUse capture hook never fires on a prose path, so `/plan-tune` history/learning depends on this call).
+
+**Rule (non-Conductor):** if any `mcp__*__AskUserQuestion` variant is in your tool list, prefer it. Hosts may disable native AUQ via `--disallowedTools AskUserQuestion` (Conductor does, by default) and route through their MCP variant; calling native there silently fails. Same questions/options shape; same decision-brief format applies.
 
 If AskUserQuestion is unavailable (no variant in your tool list) OR a call to it fails, do NOT silently auto-decide or write the decision to the plan file as a substitute. Follow the **failure fallback** below.
 
@@ -324,7 +333,11 @@ Tell three outcomes apart:
 2. **Completeness scores per choice** — explicit `Completeness: X/10` on EACH choice (10 complete, 7 happy-path, 3 shortcut); use the kind-note when options differ in kind not coverage, but never silently drop the score.
 3. **The recommendation and why** — a `Recommendation: <choice> because <reason>` line plus the `(recommended)` marker on that choice.
 
-Layout: a `D<N>` title + a one-line note that AskUserQuestion failed and to reply with a letter; the issue ELI10; the Recommendation line; then ONE paragraph per choice carrying its `(recommended)` marker, its `Completeness: X/10`, and 2-4 sentences of reasoning — never a bare bullet list; a closing `Net:` line. Split chains / 5+ options: one prose block per per-option call, in sequence. Then STOP and wait — the user's typed answer is the decision. In plan mode this satisfies end-of-turn like a tool call.
+Layout: a `D<N>` title + a one-line note to reply with a letter (in Conductor this is the normal path; elsewhere it means AskUserQuestion was unavailable or errored); the issue ELI10; the Recommendation line; then ONE paragraph per choice carrying its `(recommended)` marker, its `Completeness: X/10`, and 2-4 sentences of reasoning — never a bare bullet list; a closing `Net:` line. Split chains / 5+ options: one prose block per per-option call, in sequence. Then STOP and wait — the user's typed answer is the decision. In plan mode this satisfies end-of-turn like a tool call.
+
+**Continuation — mapping a typed reply back to a brief.** Each brief carries a stable label (`D<N>`, or `D<N>.k` in a split chain). The user references it (e.g. "3.2: B"). A bare letter maps to the single most-recent UNANSWERED brief; if more than one is open (a split chain), do NOT guess — ask which `D<N>.k` it answers. Never apply a bare letter ambiguously across a chain.
+
+**One-way / destructive confirmations in prose.** When the decision is a one-way door (irreversible or destructive — delete, force-push, drop, overwrite), prose is a WEAKER gate than the tool, so make it stronger: require an explicit typed confirmation (the exact option letter or word), state plainly what is irreversible, and NEVER proceed on a vague, partial, or ambiguous reply — re-ask instead. Treat silence or "ok"/"sure" without the explicit choice as not-yet-confirmed.
 
 ### Format
 
@@ -408,7 +421,7 @@ Before calling AskUserQuestion, verify:
 - [ ] (recommended) label on one option (even for neutral-posture)
 - [ ] Dual-scale effort labels on effort-bearing options (human / CC)
 - [ ] Net line closes the decision
-- [ ] You are calling the tool, not writing prose — unless the documented failure fallback applies (then: prose with the mandatory triad — issue ELI10, per-choice Completeness, Recommendation + `(recommended)` — and a "reply with a letter" instruction, then STOP)
+- [ ] You are calling the tool, not writing prose — unless `CONDUCTOR_SESSION: true` (then prose is the DEFAULT, not the tool) OR the documented failure fallback applies (then: prose with the mandatory triad — issue ELI10, per-choice Completeness, Recommendation + `(recommended)` — and a "reply with a letter" instruction, then STOP)
 - [ ] Non-ASCII characters (CJK / accents) written directly, NOT \u-escaped
 - [ ] If you had 5+ options, you split (or batched into ≤4-groups) — did NOT drop any
 - [ ] If you split, you checked dependencies between options before firing the chain
diff --git a/context-save/SKILL.md b/context-save/SKILL.md
index d9602de4f..c135352ed 100644
--- a/context-save/SKILL.md
+++ b/context-save/SKILL.md
@@ -52,6 +52,13 @@ echo "REPO_MODE: $REPO_MODE"
 _SESSION_KIND=$(~/.claude/skills/gstack/bin/gstack-session-kind 2>/dev/null || echo "interactive")
 case "$_SESSION_KIND" in spawned|headless|interactive) ;; *) _SESSION_KIND="interactive" ;; esac
 echo "SESSION_KIND: $_SESSION_KIND"
+# Conductor host: AskUserQuestion is unreliable here (native disabled, MCP
+# variant flaky), so skills render decisions as prose instead of calling the
+# tool. Gated on !headless so an eval/CI run INSIDE Conductor (GSTACK_HEADLESS)
+# still BLOCKs rather than rendering prose to nobody.
+if [ "$_SESSION_KIND" != "headless" ] && { [ -n "${CONDUCTOR_WORKSPACE_PATH:-}" ] || [ -n "${CONDUCTOR_PORT:-}" ]; }; then
+  echo "CONDUCTOR_SESSION: true"
+fi
 _LAKE_SEEN=$([ -f ~/.gstack/.completeness-intro-seen ] && echo "yes" || echo "no")
 echo "LAKE_INTRO: $_LAKE_SEEN"
 _TEL=$(~/.claude/skills/gstack/bin/gstack-config get telemetry 2>/dev/null || true)
@@ -301,7 +308,9 @@ AI orchestrator (e.g., OpenClaw). In spawned sessions:
 
 "AskUserQuestion" can resolve to two tools at runtime: the **host MCP variant** (e.g. `mcp__conductor__AskUserQuestion` — appears in your tool list when the host registers it) or the **native** Claude Code tool.
 
-**Rule:** if any `mcp__*__AskUserQuestion` variant is in your tool list, prefer it. Hosts may disable native AUQ via `--disallowedTools AskUserQuestion` (Conductor does, by default) and route through their MCP variant; calling native there silently fails. Same questions/options shape; same decision-brief format applies.
+**Conductor rule (read before the MCP rule):** if `CONDUCTOR_SESSION: true` was echoed by the preamble, do NOT call AskUserQuestion at all — neither native nor any `mcp__*__AskUserQuestion` variant. Render EVERY decision brief as the **prose form** below and STOP. This is proactive, not a reaction to a failure: Conductor disables native AUQ and its MCP variant is flaky (it returns `[Tool result missing due to internal error]`), so prose is the reliable path. **Auto-decide preferences still apply first:** if a `[plan-tune auto-decide] <id> → <option>` result has already surfaced for a question, proceed with that option (no prose). Because in Conductor you go straight to prose without ever calling the tool, this auto-decide-first ordering is enforced HERE, not only by the PreToolUse hook. When you render a Conductor prose brief, also capture it with `bin/gstack-question-log` (the PostToolUse capture hook never fires on a prose path, so `/plan-tune` history/learning depends on this call).
+
+**Rule (non-Conductor):** if any `mcp__*__AskUserQuestion` variant is in your tool list, prefer it. Hosts may disable native AUQ via `--disallowedTools AskUserQuestion` (Conductor does, by default) and route through their MCP variant; calling native there silently fails. Same questions/options shape; same decision-brief format applies.
 
 If AskUserQuestion is unavailable (no variant in your tool list) OR a call to it fails, do NOT silently auto-decide or write the decision to the plan file as a substitute. Follow the **failure fallback** below.
 
@@ -323,7 +332,11 @@ Tell three outcomes apart:
 2. **Completeness scores per choice** — explicit `Completeness: X/10` on EACH choice (10 complete, 7 happy-path, 3 shortcut); use the kind-note when options differ in kind not coverage, but never silently drop the score.
 3. **The recommendation and why** — a `Recommendation: <choice> because <reason>` line plus the `(recommended)` marker on that choice.
 
-Layout: a `D<N>` title + a one-line note that AskUserQuestion failed and to reply with a letter; the issue ELI10; the Recommendation line; then ONE paragraph per choice carrying its `(recommended)` marker, its `Completeness: X/10`, and 2-4 sentences of reasoning — never a bare bullet list; a closing `Net:` line. Split chains / 5+ options: one prose block per per-option call, in sequence. Then STOP and wait — the user's typed answer is the decision. In plan mode this satisfies end-of-turn like a tool call.
+Layout: a `D<N>` title + a one-line note to reply with a letter (in Conductor this is the normal path; elsewhere it means AskUserQuestion was unavailable or errored); the issue ELI10; the Recommendation line; then ONE paragraph per choice carrying its `(recommended)` marker, its `Completeness: X/10`, and 2-4 sentences of reasoning — never a bare bullet list; a closing `Net:` line. Split chains / 5+ options: one prose block per per-option call, in sequence. Then STOP and wait — the user's typed answer is the decision. In plan mode this satisfies end-of-turn like a tool call.
+
+**Continuation — mapping a typed reply back to a brief.** Each brief carries a stable label (`D<N>`, or `D<N>.k` in a split chain). The user references it (e.g. "3.2: B"). A bare letter maps to the single most-recent UNANSWERED brief; if more than one is open (a split chain), do NOT guess — ask which `D<N>.k` it answers. Never apply a bare letter ambiguously across a chain.
+
+**One-way / destructive confirmations in prose.** When the decision is a one-way door (irreversible or destructive — delete, force-push, drop, overwrite), prose is a WEAKER gate than the tool, so make it stronger: require an explicit typed confirmation (the exact option letter or word), state plainly what is irreversible, and NEVER proceed on a vague, partial, or ambiguous reply — re-ask instead. Treat silence or "ok"/"sure" without the explicit choice as not-yet-confirmed.
 
 ### Format
 
@@ -407,7 +420,7 @@ Before calling AskUserQuestion, verify:
 - [ ] (recommended) label on one option (even for neutral-posture)
 - [ ] Dual-scale effort labels on effort-bearing options (human / CC)
 - [ ] Net line closes the decision
-- [ ] You are calling the tool, not writing prose — unless the documented failure fallback applies (then: prose with the mandatory triad — issue ELI10, per-choice Completeness, Recommendation + `(recommended)` — and a "reply with a letter" instruction, then STOP)
+- [ ] You are calling the tool, not writing prose — unless `CONDUCTOR_SESSION: true` (then prose is the DEFAULT, not the tool) OR the documented failure fallback applies (then: prose with the mandatory triad — issue ELI10, per-choice Completeness, Recommendation + `(recommended)` — and a "reply with a letter" instruction, then STOP)
 - [ ] Non-ASCII characters (CJK / accents) written directly, NOT \u-escaped
 - [ ] If you had 5+ options, you split (or batched into ≤4-groups) — did NOT drop any
 - [ ] If you split, you checked dependencies between options before firing the chain
diff --git a/cso/SKILL.md b/cso/SKILL.md
index 13f564808..9843d26ca 100644
--- a/cso/SKILL.md
+++ b/cso/SKILL.md
@@ -55,6 +55,13 @@ echo "REPO_MODE: $REPO_MODE"
 _SESSION_KIND=$(~/.claude/skills/gstack/bin/gstack-session-kind 2>/dev/null || echo "interactive")
 case "$_SESSION_KIND" in spawned|headless|interactive) ;; *) _SESSION_KIND="interactive" ;; esac
 echo "SESSION_KIND: $_SESSION_KIND"
+# Conductor host: AskUserQuestion is unreliable here (native disabled, MCP
+# variant flaky), so skills render decisions as prose instead of calling the
+# tool. Gated on !headless so an eval/CI run INSIDE Conductor (GSTACK_HEADLESS)
+# still BLOCKs rather than rendering prose to nobody.
+if [ "$_SESSION_KIND" != "headless" ] && { [ -n "${CONDUCTOR_WORKSPACE_PATH:-}" ] || [ -n "${CONDUCTOR_PORT:-}" ]; }; then
+  echo "CONDUCTOR_SESSION: true"
+fi
 _LAKE_SEEN=$([ -f ~/.gstack/.completeness-intro-seen ] && echo "yes" || echo "no")
 echo "LAKE_INTRO: $_LAKE_SEEN"
 _TEL=$(~/.claude/skills/gstack/bin/gstack-config get telemetry 2>/dev/null || true)
@@ -304,7 +311,9 @@ AI orchestrator (e.g., OpenClaw). In spawned sessions:
 
 "AskUserQuestion" can resolve to two tools at runtime: the **host MCP variant** (e.g. `mcp__conductor__AskUserQuestion` — appears in your tool list when the host registers it) or the **native** Claude Code tool.
 
-**Rule:** if any `mcp__*__AskUserQuestion` variant is in your tool list, prefer it. Hosts may disable native AUQ via `--disallowedTools AskUserQuestion` (Conductor does, by default) and route through their MCP variant; calling native there silently fails. Same questions/options shape; same decision-brief format applies.
+**Conductor rule (read before the MCP rule):** if `CONDUCTOR_SESSION: true` was echoed by the preamble, do NOT call AskUserQuestion at all — neither native nor any `mcp__*__AskUserQuestion` variant. Render EVERY decision brief as the **prose form** below and STOP. This is proactive, not a reaction to a failure: Conductor disables native AUQ and its MCP variant is flaky (it returns `[Tool result missing due to internal error]`), so prose is the reliable path. **Auto-decide preferences still apply first:** if a `[plan-tune auto-decide] <id> → <option>` result has already surfaced for a question, proceed with that option (no prose). Because in Conductor you go straight to prose without ever calling the tool, this auto-decide-first ordering is enforced HERE, not only by the PreToolUse hook. When you render a Conductor prose brief, also capture it with `bin/gstack-question-log` (the PostToolUse capture hook never fires on a prose path, so `/plan-tune` history/learning depends on this call).
+
+**Rule (non-Conductor):** if any `mcp__*__AskUserQuestion` variant is in your tool list, prefer it. Hosts may disable native AUQ via `--disallowedTools AskUserQuestion` (Conductor does, by default) and route through their MCP variant; calling native there silently fails. Same questions/options shape; same decision-brief format applies.
 
 If AskUserQuestion is unavailable (no variant in your tool list) OR a call to it fails, do NOT silently auto-decide or write the decision to the plan file as a substitute. Follow the **failure fallback** below.
 
@@ -326,7 +335,11 @@ Tell three outcomes apart:
 2. **Completeness scores per choice** — explicit `Completeness: X/10` on EACH choice (10 complete, 7 happy-path, 3 shortcut); use the kind-note when options differ in kind not coverage, but never silently drop the score.
 3. **The recommendation and why** — a `Recommendation: <choice> because <reason>` line plus the `(recommended)` marker on that choice.
 
-Layout: a `D<N>` title + a one-line note that AskUserQuestion failed and to reply with a letter; the issue ELI10; the Recommendation line; then ONE paragraph per choice carrying its `(recommended)` marker, its `Completeness: X/10`, and 2-4 sentences of reasoning — never a bare bullet list; a closing `Net:` line. Split chains / 5+ options: one prose block per per-option call, in sequence. Then STOP and wait — the user's typed answer is the decision. In plan mode this satisfies end-of-turn like a tool call.
+Layout: a `D<N>` title + a one-line note to reply with a letter (in Conductor this is the normal path; elsewhere it means AskUserQuestion was unavailable or errored); the issue ELI10; the Recommendation line; then ONE paragraph per choice carrying its `(recommended)` marker, its `Completeness: X/10`, and 2-4 sentences of reasoning — never a bare bullet list; a closing `Net:` line. Split chains / 5+ options: one prose block per per-option call, in sequence. Then STOP and wait — the user's typed answer is the decision. In plan mode this satisfies end-of-turn like a tool call.
+
+**Continuation — mapping a typed reply back to a brief.** Each brief carries a stable label (`D<N>`, or `D<N>.k` in a split chain). The user references it (e.g. "3.2: B"). A bare letter maps to the single most-recent UNANSWERED brief; if more than one is open (a split chain), do NOT guess — ask which `D<N>.k` it answers. Never apply a bare letter ambiguously across a chain.
+
+**One-way / destructive confirmations in prose.** When the decision is a one-way door (irreversible or destructive — delete, force-push, drop, overwrite), prose is a WEAKER gate than the tool, so make it stronger: require an explicit typed confirmation (the exact option letter or word), state plainly what is irreversible, and NEVER proceed on a vague, partial, or ambiguous reply — re-ask instead. Treat silence or "ok"/"sure" without the explicit choice as not-yet-confirmed.
 
 ### Format
 
@@ -410,7 +423,7 @@ Before calling AskUserQuestion, verify:
 - [ ] (recommended) label on one option (even for neutral-posture)
 - [ ] Dual-scale effort labels on effort-bearing options (human / CC)
 - [ ] Net line closes the decision
-- [ ] You are calling the tool, not writing prose — unless the documented failure fallback applies (then: prose with the mandatory triad — issue ELI10, per-choice Completeness, Recommendation + `(recommended)` — and a "reply with a letter" instruction, then STOP)
+- [ ] You are calling the tool, not writing prose — unless `CONDUCTOR_SESSION: true` (then prose is the DEFAULT, not the tool) OR the documented failure fallback applies (then: prose with the mandatory triad — issue ELI10, per-choice Completeness, Recommendation + `(recommended)` — and a "reply with a letter" instruction, then STOP)
 - [ ] Non-ASCII characters (CJK / accents) written directly, NOT \u-escaped
 - [ ] If you had 5+ options, you split (or batched into ≤4-groups) — did NOT drop any
 - [ ] If you split, you checked dependencies between options before firing the chain
diff --git a/design-consultation/SKILL.md b/design-consultation/SKILL.md
index 7759e7f02..2ecca91c0 100644
--- a/design-consultation/SKILL.md
+++ b/design-consultation/SKILL.md
@@ -75,6 +75,13 @@ echo "REPO_MODE: $REPO_MODE"
 _SESSION_KIND=$(~/.claude/skills/gstack/bin/gstack-session-kind 2>/dev/null || echo "interactive")
 case "$_SESSION_KIND" in spawned|headless|interactive) ;; *) _SESSION_KIND="interactive" ;; esac
 echo "SESSION_KIND: $_SESSION_KIND"
+# Conductor host: AskUserQuestion is unreliable here (native disabled, MCP
+# variant flaky), so skills render decisions as prose instead of calling the
+# tool. Gated on !headless so an eval/CI run INSIDE Conductor (GSTACK_HEADLESS)
+# still BLOCKs rather than rendering prose to nobody.
+if [ "$_SESSION_KIND" != "headless" ] && { [ -n "${CONDUCTOR_WORKSPACE_PATH:-}" ] || [ -n "${CONDUCTOR_PORT:-}" ]; }; then
+  echo "CONDUCTOR_SESSION: true"
+fi
 _LAKE_SEEN=$([ -f ~/.gstack/.completeness-intro-seen ] && echo "yes" || echo "no")
 echo "LAKE_INTRO: $_LAKE_SEEN"
 _TEL=$(~/.claude/skills/gstack/bin/gstack-config get telemetry 2>/dev/null || true)
@@ -324,7 +331,9 @@ AI orchestrator (e.g., OpenClaw). In spawned sessions:
 
 "AskUserQuestion" can resolve to two tools at runtime: the **host MCP variant** (e.g. `mcp__conductor__AskUserQuestion` — appears in your tool list when the host registers it) or the **native** Claude Code tool.
 
-**Rule:** if any `mcp__*__AskUserQuestion` variant is in your tool list, prefer it. Hosts may disable native AUQ via `--disallowedTools AskUserQuestion` (Conductor does, by default) and route through their MCP variant; calling native there silently fails. Same questions/options shape; same decision-brief format applies.
+**Conductor rule (read before the MCP rule):** if `CONDUCTOR_SESSION: true` was echoed by the preamble, do NOT call AskUserQuestion at all — neither native nor any `mcp__*__AskUserQuestion` variant. Render EVERY decision brief as the **prose form** below and STOP. This is proactive, not a reaction to a failure: Conductor disables native AUQ and its MCP variant is flaky (it returns `[Tool result missing due to internal error]`), so prose is the reliable path. **Auto-decide preferences still apply first:** if a `[plan-tune auto-decide] <id> → <option>` result has already surfaced for a question, proceed with that option (no prose). Because in Conductor you go straight to prose without ever calling the tool, this auto-decide-first ordering is enforced HERE, not only by the PreToolUse hook. When you render a Conductor prose brief, also capture it with `bin/gstack-question-log` (the PostToolUse capture hook never fires on a prose path, so `/plan-tune` history/learning depends on this call).
+
+**Rule (non-Conductor):** if any `mcp__*__AskUserQuestion` variant is in your tool list, prefer it. Hosts may disable native AUQ via `--disallowedTools AskUserQuestion` (Conductor does, by default) and route through their MCP variant; calling native there silently fails. Same questions/options shape; same decision-brief format applies.
 
 If AskUserQuestion is unavailable (no variant in your tool list) OR a call to it fails, do NOT silently auto-decide or write the decision to the plan file as a substitute. Follow the **failure fallback** below.
 
@@ -346,7 +355,11 @@ Tell three outcomes apart:
 2. **Completeness scores per choice** — explicit `Completeness: X/10` on EACH choice (10 complete, 7 happy-path, 3 shortcut); use the kind-note when options differ in kind not coverage, but never silently drop the score.
 3. **The recommendation and why** — a `Recommendation: <choice> because <reason>` line plus the `(recommended)` marker on that choice.
 
-Layout: a `D<N>` title + a one-line note that AskUserQuestion failed and to reply with a letter; the issue ELI10; the Recommendation line; then ONE paragraph per choice carrying its `(recommended)` marker, its `Completeness: X/10`, and 2-4 sentences of reasoning — never a bare bullet list; a closing `Net:` line. Split chains / 5+ options: one prose block per per-option call, in sequence. Then STOP and wait — the user's typed answer is the decision. In plan mode this satisfies end-of-turn like a tool call.
+Layout: a `D<N>` title + a one-line note to reply with a letter (in Conductor this is the normal path; elsewhere it means AskUserQuestion was unavailable or errored); the issue ELI10; the Recommendation line; then ONE paragraph per choice carrying its `(recommended)` marker, its `Completeness: X/10`, and 2-4 sentences of reasoning — never a bare bullet list; a closing `Net:` line. Split chains / 5+ options: one prose block per per-option call, in sequence. Then STOP and wait — the user's typed answer is the decision. In plan mode this satisfies end-of-turn like a tool call.
+
+**Continuation — mapping a typed reply back to a brief.** Each brief carries a stable label (`D<N>`, or `D<N>.k` in a split chain). The user references it (e.g. "3.2: B"). A bare letter maps to the single most-recent UNANSWERED brief; if more than one is open (a split chain), do NOT guess — ask which `D<N>.k` it answers. Never apply a bare letter ambiguously across a chain.
+
+**One-way / destructive confirmations in prose.** When the decision is a one-way door (irreversible or destructive — delete, force-push, drop, overwrite), prose is a WEAKER gate than the tool, so make it stronger: require an explicit typed confirmation (the exact option letter or word), state plainly what is irreversible, and NEVER proceed on a vague, partial, or ambiguous reply — re-ask instead. Treat silence or "ok"/"sure" without the explicit choice as not-yet-confirmed.
 
 ### Format
 
@@ -430,7 +443,7 @@ Before calling AskUserQuestion, verify:
 - [ ] (recommended) label on one option (even for neutral-posture)
 - [ ] Dual-scale effort labels on effort-bearing options (human / CC)
 - [ ] Net line closes the decision
-- [ ] You are calling the tool, not writing prose — unless the documented failure fallback applies (then: prose with the mandatory triad — issue ELI10, per-choice Completeness, Recommendation + `(recommended)` — and a "reply with a letter" instruction, then STOP)
+- [ ] You are calling the tool, not writing prose — unless `CONDUCTOR_SESSION: true` (then prose is the DEFAULT, not the tool) OR the documented failure fallback applies (then: prose with the mandatory triad — issue ELI10, per-choice Completeness, Recommendation + `(recommended)` — and a "reply with a letter" instruction, then STOP)
 - [ ] Non-ASCII characters (CJK / accents) written directly, NOT \u-escaped
 - [ ] If you had 5+ options, you split (or batched into ≤4-groups) — did NOT drop any
 - [ ] If you split, you checked dependencies between options before firing the chain
diff --git a/design-html/SKILL.md b/design-html/SKILL.md
index f58f13800..78a0bc926 100644
--- a/design-html/SKILL.md
+++ b/design-html/SKILL.md
@@ -56,6 +56,13 @@ echo "REPO_MODE: $REPO_MODE"
 _SESSION_KIND=$(~/.claude/skills/gstack/bin/gstack-session-kind 2>/dev/null || echo "interactive")
 case "$_SESSION_KIND" in spawned|headless|interactive) ;; *) _SESSION_KIND="interactive" ;; esac
 echo "SESSION_KIND: $_SESSION_KIND"
+# Conductor host: AskUserQuestion is unreliable here (native disabled, MCP
+# variant flaky), so skills render decisions as prose instead of calling the
+# tool. Gated on !headless so an eval/CI run INSIDE Conductor (GSTACK_HEADLESS)
+# still BLOCKs rather than rendering prose to nobody.
+if [ "$_SESSION_KIND" != "headless" ] && { [ -n "${CONDUCTOR_WORKSPACE_PATH:-}" ] || [ -n "${CONDUCTOR_PORT:-}" ]; }; then
+  echo "CONDUCTOR_SESSION: true"
+fi
 _LAKE_SEEN=$([ -f ~/.gstack/.completeness-intro-seen ] && echo "yes" || echo "no")
 echo "LAKE_INTRO: $_LAKE_SEEN"
 _TEL=$(~/.claude/skills/gstack/bin/gstack-config get telemetry 2>/dev/null || true)
@@ -305,7 +312,9 @@ AI orchestrator (e.g., OpenClaw). In spawned sessions:
 
 "AskUserQuestion" can resolve to two tools at runtime: the **host MCP variant** (e.g. `mcp__conductor__AskUserQuestion` — appears in your tool list when the host registers it) or the **native** Claude Code tool.
 
-**Rule:** if any `mcp__*__AskUserQuestion` variant is in your tool list, prefer it. Hosts may disable native AUQ via `--disallowedTools AskUserQuestion` (Conductor does, by default) and route through their MCP variant; calling native there silently fails. Same questions/options shape; same decision-brief format applies.
+**Conductor rule (read before the MCP rule):** if `CONDUCTOR_SESSION: true` was echoed by the preamble, do NOT call AskUserQuestion at all — neither native nor any `mcp__*__AskUserQuestion` variant. Render EVERY decision brief as the **prose form** below and STOP. This is proactive, not a reaction to a failure: Conductor disables native AUQ and its MCP variant is flaky (it returns `[Tool result missing due to internal error]`), so prose is the reliable path. **Auto-decide preferences still apply first:** if a `[plan-tune auto-decide] <id> → <option>` result has already surfaced for a question, proceed with that option (no prose). Because in Conductor you go straight to prose without ever calling the tool, this auto-decide-first ordering is enforced HERE, not only by the PreToolUse hook. When you render a Conductor prose brief, also capture it with `bin/gstack-question-log` (the PostToolUse capture hook never fires on a prose path, so `/plan-tune` history/learning depends on this call).
+
+**Rule (non-Conductor):** if any `mcp__*__AskUserQuestion` variant is in your tool list, prefer it. Hosts may disable native AUQ via `--disallowedTools AskUserQuestion` (Conductor does, by default) and route through their MCP variant; calling native there silently fails. Same questions/options shape; same decision-brief format applies.
 
 If AskUserQuestion is unavailable (no variant in your tool list) OR a call to it fails, do NOT silently auto-decide or write the decision to the plan file as a substitute. Follow the **failure fallback** below.
 
@@ -327,7 +336,11 @@ Tell three outcomes apart:
 2. **Completeness scores per choice** — explicit `Completeness: X/10` on EACH choice (10 complete, 7 happy-path, 3 shortcut); use the kind-note when options differ in kind not coverage, but never silently drop the score.
 3. **The recommendation and why** — a `Recommendation: <choice> because <reason>` line plus the `(recommended)` marker on that choice.
 
-Layout: a `D<N>` title + a one-line note that AskUserQuestion failed and to reply with a letter; the issue ELI10; the Recommendation line; then ONE paragraph per choice carrying its `(recommended)` marker, its `Completeness: X/10`, and 2-4 sentences of reasoning — never a bare bullet list; a closing `Net:` line. Split chains / 5+ options: one prose block per per-option call, in sequence. Then STOP and wait — the user's typed answer is the decision. In plan mode this satisfies end-of-turn like a tool call.
+Layout: a `D<N>` title + a one-line note to reply with a letter (in Conductor this is the normal path; elsewhere it means AskUserQuestion was unavailable or errored); the issue ELI10; the Recommendation line; then ONE paragraph per choice carrying its `(recommended)` marker, its `Completeness: X/10`, and 2-4 sentences of reasoning — never a bare bullet list; a closing `Net:` line. Split chains / 5+ options: one prose block per per-option call, in sequence. Then STOP and wait — the user's typed answer is the decision. In plan mode this satisfies end-of-turn like a tool call.
+
+**Continuation — mapping a typed reply back to a brief.** Each brief carries a stable label (`D<N>`, or `D<N>.k` in a split chain). The user references it (e.g. "3.2: B"). A bare letter maps to the single most-recent UNANSWERED brief; if more than one is open (a split chain), do NOT guess — ask which `D<N>.k` it answers. Never apply a bare letter ambiguously across a chain.
+
+**One-way / destructive confirmations in prose.** When the decision is a one-way door (irreversible or destructive — delete, force-push, drop, overwrite), prose is a WEAKER gate than the tool, so make it stronger: require an explicit typed confirmation (the exact option letter or word), state plainly what is irreversible, and NEVER proceed on a vague, partial, or ambiguous reply — re-ask instead. Treat silence or "ok"/"sure" without the explicit choice as not-yet-confirmed.
 
 ### Format
 
@@ -411,7 +424,7 @@ Before calling AskUserQuestion, verify:
 - [ ] (recommended) label on one option (even for neutral-posture)
 - [ ] Dual-scale effort labels on effort-bearing options (human / CC)
 - [ ] Net line closes the decision
-- [ ] You are calling the tool, not writing prose — unless the documented failure fallback applies (then: prose with the mandatory triad — issue ELI10, per-choice Completeness, Recommendation + `(recommended)` — and a "reply with a letter" instruction, then STOP)
+- [ ] You are calling the tool, not writing prose — unless `CONDUCTOR_SESSION: true` (then prose is the DEFAULT, not the tool) OR the documented failure fallback applies (then: prose with the mandatory triad — issue ELI10, per-choice Completeness, Recommendation + `(recommended)` — and a "reply with a letter" instruction, then STOP)
 - [ ] Non-ASCII characters (CJK / accents) written directly, NOT \u-escaped
 - [ ] If you had 5+ options, you split (or batched into ≤4-groups) — did NOT drop any
 - [ ] If you split, you checked dependencies between options before firing the chain
diff --git a/design-review/SKILL.md b/design-review/SKILL.md
index 8c36d8dab..6aa627271 100644
--- a/design-review/SKILL.md
+++ b/design-review/SKILL.md
@@ -53,6 +53,13 @@ echo "REPO_MODE: $REPO_MODE"
 _SESSION_KIND=$(~/.claude/skills/gstack/bin/gstack-session-kind 2>/dev/null || echo "interactive")
 case "$_SESSION_KIND" in spawned|headless|interactive) ;; *) _SESSION_KIND="interactive" ;; esac
 echo "SESSION_KIND: $_SESSION_KIND"
+# Conductor host: AskUserQuestion is unreliable here (native disabled, MCP
+# variant flaky), so skills render decisions as prose instead of calling the
+# tool. Gated on !headless so an eval/CI run INSIDE Conductor (GSTACK_HEADLESS)
+# still BLOCKs rather than rendering prose to nobody.
+if [ "$_SESSION_KIND" != "headless" ] && { [ -n "${CONDUCTOR_WORKSPACE_PATH:-}" ] || [ -n "${CONDUCTOR_PORT:-}" ]; }; then
+  echo "CONDUCTOR_SESSION: true"
+fi
 _LAKE_SEEN=$([ -f ~/.gstack/.completeness-intro-seen ] && echo "yes" || echo "no")
 echo "LAKE_INTRO: $_LAKE_SEEN"
 _TEL=$(~/.claude/skills/gstack/bin/gstack-config get telemetry 2>/dev/null || true)
@@ -302,7 +309,9 @@ AI orchestrator (e.g., OpenClaw). In spawned sessions:
 
 "AskUserQuestion" can resolve to two tools at runtime: the **host MCP variant** (e.g. `mcp__conductor__AskUserQuestion` — appears in your tool list when the host registers it) or the **native** Claude Code tool.
 
-**Rule:** if any `mcp__*__AskUserQuestion` variant is in your tool list, prefer it. Hosts may disable native AUQ via `--disallowedTools AskUserQuestion` (Conductor does, by default) and route through their MCP variant; calling native there silently fails. Same questions/options shape; same decision-brief format applies.
+**Conductor rule (read before the MCP rule):** if `CONDUCTOR_SESSION: true` was echoed by the preamble, do NOT call AskUserQuestion at all — neither native nor any `mcp__*__AskUserQuestion` variant. Render EVERY decision brief as the **prose form** below and STOP. This is proactive, not a reaction to a failure: Conductor disables native AUQ and its MCP variant is flaky (it returns `[Tool result missing due to internal error]`), so prose is the reliable path. **Auto-decide preferences still apply first:** if a `[plan-tune auto-decide] <id> → <option>` result has already surfaced for a question, proceed with that option (no prose). Because in Conductor you go straight to prose without ever calling the tool, this auto-decide-first ordering is enforced HERE, not only by the PreToolUse hook. When you render a Conductor prose brief, also capture it with `bin/gstack-question-log` (the PostToolUse capture hook never fires on a prose path, so `/plan-tune` history/learning depends on this call).
+
+**Rule (non-Conductor):** if any `mcp__*__AskUserQuestion` variant is in your tool list, prefer it. Hosts may disable native AUQ via `--disallowedTools AskUserQuestion` (Conductor does, by default) and route through their MCP variant; calling native there silently fails. Same questions/options shape; same decision-brief format applies.
 
 If AskUserQuestion is unavailable (no variant in your tool list) OR a call to it fails, do NOT silently auto-decide or write the decision to the plan file as a substitute. Follow the **failure fallback** below.
 
@@ -324,7 +333,11 @@ Tell three outcomes apart:
 2. **Completeness scores per choice** — explicit `Completeness: X/10` on EACH choice (10 complete, 7 happy-path, 3 shortcut); use the kind-note when options differ in kind not coverage, but never silently drop the score.
 3. **The recommendation and why** — a `Recommendation: <choice> because <reason>` line plus the `(recommended)` marker on that choice.
 
-Layout: a `D<N>` title + a one-line note that AskUserQuestion failed and to reply with a letter; the issue ELI10; the Recommendation line; then ONE paragraph per choice carrying its `(recommended)` marker, its `Completeness: X/10`, and 2-4 sentences of reasoning — never a bare bullet list; a closing `Net:` line. Split chains / 5+ options: one prose block per per-option call, in sequence. Then STOP and wait — the user's typed answer is the decision. In plan mode this satisfies end-of-turn like a tool call.
+Layout: a `D<N>` title + a one-line note to reply with a letter (in Conductor this is the normal path; elsewhere it means AskUserQuestion was unavailable or errored); the issue ELI10; the Recommendation line; then ONE paragraph per choice carrying its `(recommended)` marker, its `Completeness: X/10`, and 2-4 sentences of reasoning — never a bare bullet list; a closing `Net:` line. Split chains / 5+ options: one prose block per per-option call, in sequence. Then STOP and wait — the user's typed answer is the decision. In plan mode this satisfies end-of-turn like a tool call.
+
+**Continuation — mapping a typed reply back to a brief.** Each brief carries a stable label (`D<N>`, or `D<N>.k` in a split chain). The user references it (e.g. "3.2: B"). A bare letter maps to the single most-recent UNANSWERED brief; if more than one is open (a split chain), do NOT guess — ask which `D<N>.k` it answers. Never apply a bare letter ambiguously across a chain.
+
+**One-way / destructive confirmations in prose.** When the decision is a one-way door (irreversible or destructive — delete, force-push, drop, overwrite), prose is a WEAKER gate than the tool, so make it stronger: require an explicit typed confirmation (the exact option letter or word), state plainly what is irreversible, and NEVER proceed on a vague, partial, or ambiguous reply — re-ask instead. Treat silence or "ok"/"sure" without the explicit choice as not-yet-confirmed.
 
 ### Format
 
@@ -408,7 +421,7 @@ Before calling AskUserQuestion, verify:
 - [ ] (recommended) label on one option (even for neutral-posture)
 - [ ] Dual-scale effort labels on effort-bearing options (human / CC)
 - [ ] Net line closes the decision
-- [ ] You are calling the tool, not writing prose — unless the documented failure fallback applies (then: prose with the mandatory triad — issue ELI10, per-choice Completeness, Recommendation + `(recommended)` — and a "reply with a letter" instruction, then STOP)
+- [ ] You are calling the tool, not writing prose — unless `CONDUCTOR_SESSION: true` (then prose is the DEFAULT, not the tool) OR the documented failure fallback applies (then: prose with the mandatory triad — issue ELI10, per-choice Completeness, Recommendation + `(recommended)` — and a "reply with a letter" instruction, then STOP)
 - [ ] Non-ASCII characters (CJK / accents) written directly, NOT \u-escaped
 - [ ] If you had 5+ options, you split (or batched into ≤4-groups) — did NOT drop any
 - [ ] If you split, you checked dependencies between options before firing the chain
diff --git a/design-shotgun/SKILL.md b/design-shotgun/SKILL.md
index 68fdce7d6..18506be7d 100644
--- a/design-shotgun/SKILL.md
+++ b/design-shotgun/SKILL.md
@@ -70,6 +70,13 @@ echo "REPO_MODE: $REPO_MODE"
 _SESSION_KIND=$(~/.claude/skills/gstack/bin/gstack-session-kind 2>/dev/null || echo "interactive")
 case "$_SESSION_KIND" in spawned|headless|interactive) ;; *) _SESSION_KIND="interactive" ;; esac
 echo "SESSION_KIND: $_SESSION_KIND"
+# Conductor host: AskUserQuestion is unreliable here (native disabled, MCP
+# variant flaky), so skills render decisions as prose instead of calling the
+# tool. Gated on !headless so an eval/CI run INSIDE Conductor (GSTACK_HEADLESS)
+# still BLOCKs rather than rendering prose to nobody.
+if [ "$_SESSION_KIND" != "headless" ] && { [ -n "${CONDUCTOR_WORKSPACE_PATH:-}" ] || [ -n "${CONDUCTOR_PORT:-}" ]; }; then
+  echo "CONDUCTOR_SESSION: true"
+fi
 _LAKE_SEEN=$([ -f ~/.gstack/.completeness-intro-seen ] && echo "yes" || echo "no")
 echo "LAKE_INTRO: $_LAKE_SEEN"
 _TEL=$(~/.claude/skills/gstack/bin/gstack-config get telemetry 2>/dev/null || true)
@@ -319,7 +326,9 @@ AI orchestrator (e.g., OpenClaw). In spawned sessions:
 
 "AskUserQuestion" can resolve to two tools at runtime: the **host MCP variant** (e.g. `mcp__conductor__AskUserQuestion` — appears in your tool list when the host registers it) or the **native** Claude Code tool.
 
-**Rule:** if any `mcp__*__AskUserQuestion` variant is in your tool list, prefer it. Hosts may disable native AUQ via `--disallowedTools AskUserQuestion` (Conductor does, by default) and route through their MCP variant; calling native there silently fails. Same questions/options shape; same decision-brief format applies.
+**Conductor rule (read before the MCP rule):** if `CONDUCTOR_SESSION: true` was echoed by the preamble, do NOT call AskUserQuestion at all — neither native nor any `mcp__*__AskUserQuestion` variant. Render EVERY decision brief as the **prose form** below and STOP. This is proactive, not a reaction to a failure: Conductor disables native AUQ and its MCP variant is flaky (it returns `[Tool result missing due to internal error]`), so prose is the reliable path. **Auto-decide preferences still apply first:** if a `[plan-tune auto-decide] <id> → <option>` result has already surfaced for a question, proceed with that option (no prose). Because in Conductor you go straight to prose without ever calling the tool, this auto-decide-first ordering is enforced HERE, not only by the PreToolUse hook. When you render a Conductor prose brief, also capture it with `bin/gstack-question-log` (the PostToolUse capture hook never fires on a prose path, so `/plan-tune` history/learning depends on this call).
+
+**Rule (non-Conductor):** if any `mcp__*__AskUserQuestion` variant is in your tool list, prefer it. Hosts may disable native AUQ via `--disallowedTools AskUserQuestion` (Conductor does, by default) and route through their MCP variant; calling native there silently fails. Same questions/options shape; same decision-brief format applies.
 
 If AskUserQuestion is unavailable (no variant in your tool list) OR a call to it fails, do NOT silently auto-decide or write the decision to the plan file as a substitute. Follow the **failure fallback** below.
 
@@ -341,7 +350,11 @@ Tell three outcomes apart:
 2. **Completeness scores per choice** — explicit `Completeness: X/10` on EACH choice (10 complete, 7 happy-path, 3 shortcut); use the kind-note when options differ in kind not coverage, but never silently drop the score.
 3. **The recommendation and why** — a `Recommendation: <choice> because <reason>` line plus the `(recommended)` marker on that choice.
 
-Layout: a `D<N>` title + a one-line note that AskUserQuestion failed and to reply with a letter; the issue ELI10; the Recommendation line; then ONE paragraph per choice carrying its `(recommended)` marker, its `Completeness: X/10`, and 2-4 sentences of reasoning — never a bare bullet list; a closing `Net:` line. Split chains / 5+ options: one prose block per per-option call, in sequence. Then STOP and wait — the user's typed answer is the decision. In plan mode this satisfies end-of-turn like a tool call.
+Layout: a `D<N>` title + a one-line note to reply with a letter (in Conductor this is the normal path; elsewhere it means AskUserQuestion was unavailable or errored); the issue ELI10; the Recommendation line; then ONE paragraph per choice carrying its `(recommended)` marker, its `Completeness: X/10`, and 2-4 sentences of reasoning — never a bare bullet list; a closing `Net:` line. Split chains / 5+ options: one prose block per per-option call, in sequence. Then STOP and wait — the user's typed answer is the decision. In plan mode this satisfies end-of-turn like a tool call.
+
+**Continuation — mapping a typed reply back to a brief.** Each brief carries a stable label (`D<N>`, or `D<N>.k` in a split chain). The user references it (e.g. "3.2: B"). A bare letter maps to the single most-recent UNANSWERED brief; if more than one is open (a split chain), do NOT guess — ask which `D<N>.k` it answers. Never apply a bare letter ambiguously across a chain.
+
+**One-way / destructive confirmations in prose.** When the decision is a one-way door (irreversible or destructive — delete, force-push, drop, overwrite), prose is a WEAKER gate than the tool, so make it stronger: require an explicit typed confirmation (the exact option letter or word), state plainly what is irreversible, and NEVER proceed on a vague, partial, or ambiguous reply — re-ask instead. Treat silence or "ok"/"sure" without the explicit choice as not-yet-confirmed.
 
 ### Format
 
@@ -425,7 +438,7 @@ Before calling AskUserQuestion, verify:
 - [ ] (recommended) label on one option (even for neutral-posture)
 - [ ] Dual-scale effort labels on effort-bearing options (human / CC)
 - [ ] Net line closes the decision
-- [ ] You are calling the tool, not writing prose — unless the documented failure fallback applies (then: prose with the mandatory triad — issue ELI10, per-choice Completeness, Recommendation + `(recommended)` — and a "reply with a letter" instruction, then STOP)
+- [ ] You are calling the tool, not writing prose — unless `CONDUCTOR_SESSION: true` (then prose is the DEFAULT, not the tool) OR the documented failure fallback applies (then: prose with the mandatory triad — issue ELI10, per-choice Completeness, Recommendation + `(recommended)` — and a "reply with a letter" instruction, then STOP)
 - [ ] Non-ASCII characters (CJK / accents) written directly, NOT \u-escaped
 - [ ] If you had 5+ options, you split (or batched into ≤4-groups) — did NOT drop any
 - [ ] If you split, you checked dependencies between options before firing the chain
diff --git a/devex-review/SKILL.md b/devex-review/SKILL.md
index 791db192f..990755b50 100644
--- a/devex-review/SKILL.md
+++ b/devex-review/SKILL.md
@@ -55,6 +55,13 @@ echo "REPO_MODE: $REPO_MODE"
 _SESSION_KIND=$(~/.claude/skills/gstack/bin/gstack-session-kind 2>/dev/null || echo "interactive")
 case "$_SESSION_KIND" in spawned|headless|interactive) ;; *) _SESSION_KIND="interactive" ;; esac
 echo "SESSION_KIND: $_SESSION_KIND"
+# Conductor host: AskUserQuestion is unreliable here (native disabled, MCP
+# variant flaky), so skills render decisions as prose instead of calling the
+# tool. Gated on !headless so an eval/CI run INSIDE Conductor (GSTACK_HEADLESS)
+# still BLOCKs rather than rendering prose to nobody.
+if [ "$_SESSION_KIND" != "headless" ] && { [ -n "${CONDUCTOR_WORKSPACE_PATH:-}" ] || [ -n "${CONDUCTOR_PORT:-}" ]; }; then
+  echo "CONDUCTOR_SESSION: true"
+fi
 _LAKE_SEEN=$([ -f ~/.gstack/.completeness-intro-seen ] && echo "yes" || echo "no")
 echo "LAKE_INTRO: $_LAKE_SEEN"
 _TEL=$(~/.claude/skills/gstack/bin/gstack-config get telemetry 2>/dev/null || true)
@@ -304,7 +311,9 @@ AI orchestrator (e.g., OpenClaw). In spawned sessions:
 
 "AskUserQuestion" can resolve to two tools at runtime: the **host MCP variant** (e.g. `mcp__conductor__AskUserQuestion` — appears in your tool list when the host registers it) or the **native** Claude Code tool.
 
-**Rule:** if any `mcp__*__AskUserQuestion` variant is in your tool list, prefer it. Hosts may disable native AUQ via `--disallowedTools AskUserQuestion` (Conductor does, by default) and route through their MCP variant; calling native there silently fails. Same questions/options shape; same decision-brief format applies.
+**Conductor rule (read before the MCP rule):** if `CONDUCTOR_SESSION: true` was echoed by the preamble, do NOT call AskUserQuestion at all — neither native nor any `mcp__*__AskUserQuestion` variant. Render EVERY decision brief as the **prose form** below and STOP. This is proactive, not a reaction to a failure: Conductor disables native AUQ and its MCP variant is flaky (it returns `[Tool result missing due to internal error]`), so prose is the reliable path. **Auto-decide preferences still apply first:** if a `[plan-tune auto-decide] <id> → <option>` result has already surfaced for a question, proceed with that option (no prose). Because in Conductor you go straight to prose without ever calling the tool, this auto-decide-first ordering is enforced HERE, not only by the PreToolUse hook. When you render a Conductor prose brief, also capture it with `bin/gstack-question-log` (the PostToolUse capture hook never fires on a prose path, so `/plan-tune` history/learning depends on this call).
+
+**Rule (non-Conductor):** if any `mcp__*__AskUserQuestion` variant is in your tool list, prefer it. Hosts may disable native AUQ via `--disallowedTools AskUserQuestion` (Conductor does, by default) and route through their MCP variant; calling native there silently fails. Same questions/options shape; same decision-brief format applies.
 
 If AskUserQuestion is unavailable (no variant in your tool list) OR a call to it fails, do NOT silently auto-decide or write the decision to the plan file as a substitute. Follow the **failure fallback** below.
 
@@ -326,7 +335,11 @@ Tell three outcomes apart:
 2. **Completeness scores per choice** — explicit `Completeness: X/10` on EACH choice (10 complete, 7 happy-path, 3 shortcut); use the kind-note when options differ in kind not coverage, but never silently drop the score.
 3. **The recommendation and why** — a `Recommendation: <choice> because <reason>` line plus the `(recommended)` marker on that choice.
 
-Layout: a `D<N>` title + a one-line note that AskUserQuestion failed and to reply with a letter; the issue ELI10; the Recommendation line; then ONE paragraph per choice carrying its `(recommended)` marker, its `Completeness: X/10`, and 2-4 sentences of reasoning — never a bare bullet list; a closing `Net:` line. Split chains / 5+ options: one prose block per per-option call, in sequence. Then STOP and wait — the user's typed answer is the decision. In plan mode this satisfies end-of-turn like a tool call.
+Layout: a `D<N>` title + a one-line note to reply with a letter (in Conductor this is the normal path; elsewhere it means AskUserQuestion was unavailable or errored); the issue ELI10; the Recommendation line; then ONE paragraph per choice carrying its `(recommended)` marker, its `Completeness: X/10`, and 2-4 sentences of reasoning — never a bare bullet list; a closing `Net:` line. Split chains / 5+ options: one prose block per per-option call, in sequence. Then STOP and wait — the user's typed answer is the decision. In plan mode this satisfies end-of-turn like a tool call.
+
+**Continuation — mapping a typed reply back to a brief.** Each brief carries a stable label (`D<N>`, or `D<N>.k` in a split chain). The user references it (e.g. "3.2: B"). A bare letter maps to the single most-recent UNANSWERED brief; if more than one is open (a split chain), do NOT guess — ask which `D<N>.k` it answers. Never apply a bare letter ambiguously across a chain.
+
+**One-way / destructive confirmations in prose.** When the decision is a one-way door (irreversible or destructive — delete, force-push, drop, overwrite), prose is a WEAKER gate than the tool, so make it stronger: require an explicit typed confirmation (the exact option letter or word), state plainly what is irreversible, and NEVER proceed on a vague, partial, or ambiguous reply — re-ask instead. Treat silence or "ok"/"sure" without the explicit choice as not-yet-confirmed.
 
 ### Format
 
@@ -410,7 +423,7 @@ Before calling AskUserQuestion, verify:
 - [ ] (recommended) label on one option (even for neutral-posture)
 - [ ] Dual-scale effort labels on effort-bearing options (human / CC)
 - [ ] Net line closes the decision
-- [ ] You are calling the tool, not writing prose — unless the documented failure fallback applies (then: prose with the mandatory triad — issue ELI10, per-choice Completeness, Recommendation + `(recommended)` — and a "reply with a letter" instruction, then STOP)
+- [ ] You are calling the tool, not writing prose — unless `CONDUCTOR_SESSION: true` (then prose is the DEFAULT, not the tool) OR the documented failure fallback applies (then: prose with the mandatory triad — issue ELI10, per-choice Completeness, Recommendation + `(recommended)` — and a "reply with a letter" instruction, then STOP)
 - [ ] Non-ASCII characters (CJK / accents) written directly, NOT \u-escaped
 - [ ] If you had 5+ options, you split (or batched into ≤4-groups) — did NOT drop any
 - [ ] If you split, you checked dependencies between options before firing the chain
diff --git a/document-generate/SKILL.md b/document-generate/SKILL.md
index 70e71bdb0..b257ad76d 100644
--- a/document-generate/SKILL.md
+++ b/document-generate/SKILL.md
@@ -55,6 +55,13 @@ echo "REPO_MODE: $REPO_MODE"
 _SESSION_KIND=$(~/.claude/skills/gstack/bin/gstack-session-kind 2>/dev/null || echo "interactive")
 case "$_SESSION_KIND" in spawned|headless|interactive) ;; *) _SESSION_KIND="interactive" ;; esac
 echo "SESSION_KIND: $_SESSION_KIND"
+# Conductor host: AskUserQuestion is unreliable here (native disabled, MCP
+# variant flaky), so skills render decisions as prose instead of calling the
+# tool. Gated on !headless so an eval/CI run INSIDE Conductor (GSTACK_HEADLESS)
+# still BLOCKs rather than rendering prose to nobody.
+if [ "$_SESSION_KIND" != "headless" ] && { [ -n "${CONDUCTOR_WORKSPACE_PATH:-}" ] || [ -n "${CONDUCTOR_PORT:-}" ]; }; then
+  echo "CONDUCTOR_SESSION: true"
+fi
 _LAKE_SEEN=$([ -f ~/.gstack/.completeness-intro-seen ] && echo "yes" || echo "no")
 echo "LAKE_INTRO: $_LAKE_SEEN"
 _TEL=$(~/.claude/skills/gstack/bin/gstack-config get telemetry 2>/dev/null || true)
@@ -304,7 +311,9 @@ AI orchestrator (e.g., OpenClaw). In spawned sessions:
 
 "AskUserQuestion" can resolve to two tools at runtime: the **host MCP variant** (e.g. `mcp__conductor__AskUserQuestion` — appears in your tool list when the host registers it) or the **native** Claude Code tool.
 
-**Rule:** if any `mcp__*__AskUserQuestion` variant is in your tool list, prefer it. Hosts may disable native AUQ via `--disallowedTools AskUserQuestion` (Conductor does, by default) and route through their MCP variant; calling native there silently fails. Same questions/options shape; same decision-brief format applies.
+**Conductor rule (read before the MCP rule):** if `CONDUCTOR_SESSION: true` was echoed by the preamble, do NOT call AskUserQuestion at all — neither native nor any `mcp__*__AskUserQuestion` variant. Render EVERY decision brief as the **prose form** below and STOP. This is proactive, not a reaction to a failure: Conductor disables native AUQ and its MCP variant is flaky (it returns `[Tool result missing due to internal error]`), so prose is the reliable path. **Auto-decide preferences still apply first:** if a `[plan-tune auto-decide] <id> → <option>` result has already surfaced for a question, proceed with that option (no prose). Because in Conductor you go straight to prose without ever calling the tool, this auto-decide-first ordering is enforced HERE, not only by the PreToolUse hook. When you render a Conductor prose brief, also capture it with `bin/gstack-question-log` (the PostToolUse capture hook never fires on a prose path, so `/plan-tune` history/learning depends on this call).
+
+**Rule (non-Conductor):** if any `mcp__*__AskUserQuestion` variant is in your tool list, prefer it. Hosts may disable native AUQ via `--disallowedTools AskUserQuestion` (Conductor does, by default) and route through their MCP variant; calling native there silently fails. Same questions/options shape; same decision-brief format applies.
 
 If AskUserQuestion is unavailable (no variant in your tool list) OR a call to it fails, do NOT silently auto-decide or write the decision to the plan file as a substitute. Follow the **failure fallback** below.
 
@@ -326,7 +335,11 @@ Tell three outcomes apart:
 2. **Completeness scores per choice** — explicit `Completeness: X/10` on EACH choice (10 complete, 7 happy-path, 3 shortcut); use the kind-note when options differ in kind not coverage, but never silently drop the score.
 3. **The recommendation and why** — a `Recommendation: <choice> because <reason>` line plus the `(recommended)` marker on that choice.
 
-Layout: a `D<N>` title + a one-line note that AskUserQuestion failed and to reply with a letter; the issue ELI10; the Recommendation line; then ONE paragraph per choice carrying its `(recommended)` marker, its `Completeness: X/10`, and 2-4 sentences of reasoning — never a bare bullet list; a closing `Net:` line. Split chains / 5+ options: one prose block per per-option call, in sequence. Then STOP and wait — the user's typed answer is the decision. In plan mode this satisfies end-of-turn like a tool call.
+Layout: a `D<N>` title + a one-line note to reply with a letter (in Conductor this is the normal path; elsewhere it means AskUserQuestion was unavailable or errored); the issue ELI10; the Recommendation line; then ONE paragraph per choice carrying its `(recommended)` marker, its `Completeness: X/10`, and 2-4 sentences of reasoning — never a bare bullet list; a closing `Net:` line. Split chains / 5+ options: one prose block per per-option call, in sequence. Then STOP and wait — the user's typed answer is the decision. In plan mode this satisfies end-of-turn like a tool call.
+
+**Continuation — mapping a typed reply back to a brief.** Each brief carries a stable label (`D<N>`, or `D<N>.k` in a split chain). The user references it (e.g. "3.2: B"). A bare letter maps to the single most-recent UNANSWERED brief; if more than one is open (a split chain), do NOT guess — ask which `D<N>.k` it answers. Never apply a bare letter ambiguously across a chain.
+
+**One-way / destructive confirmations in prose.** When the decision is a one-way door (irreversible or destructive — delete, force-push, drop, overwrite), prose is a WEAKER gate than the tool, so make it stronger: require an explicit typed confirmation (the exact option letter or word), state plainly what is irreversible, and NEVER proceed on a vague, partial, or ambiguous reply — re-ask instead. Treat silence or "ok"/"sure" without the explicit choice as not-yet-confirmed.
 
 ### Format
 
@@ -410,7 +423,7 @@ Before calling AskUserQuestion, verify:
 - [ ] (recommended) label on one option (even for neutral-posture)
 - [ ] Dual-scale effort labels on effort-bearing options (human / CC)
 - [ ] Net line closes the decision
-- [ ] You are calling the tool, not writing prose — unless the documented failure fallback applies (then: prose with the mandatory triad — issue ELI10, per-choice Completeness, Recommendation + `(recommended)` — and a "reply with a letter" instruction, then STOP)
+- [ ] You are calling the tool, not writing prose — unless `CONDUCTOR_SESSION: true` (then prose is the DEFAULT, not the tool) OR the documented failure fallback applies (then: prose with the mandatory triad — issue ELI10, per-choice Completeness, Recommendation + `(recommended)` — and a "reply with a letter" instruction, then STOP)
 - [ ] Non-ASCII characters (CJK / accents) written directly, NOT \u-escaped
 - [ ] If you had 5+ options, you split (or batched into ≤4-groups) — did NOT drop any
 - [ ] If you split, you checked dependencies between options before firing the chain
diff --git a/document-release/SKILL.md b/document-release/SKILL.md
index 5ebf20002..f6aef206c 100644
--- a/document-release/SKILL.md
+++ b/document-release/SKILL.md
@@ -53,6 +53,13 @@ echo "REPO_MODE: $REPO_MODE"
 _SESSION_KIND=$(~/.claude/skills/gstack/bin/gstack-session-kind 2>/dev/null || echo "interactive")
 case "$_SESSION_KIND" in spawned|headless|interactive) ;; *) _SESSION_KIND="interactive" ;; esac
 echo "SESSION_KIND: $_SESSION_KIND"
+# Conductor host: AskUserQuestion is unreliable here (native disabled, MCP
+# variant flaky), so skills render decisions as prose instead of calling the
+# tool. Gated on !headless so an eval/CI run INSIDE Conductor (GSTACK_HEADLESS)
+# still BLOCKs rather than rendering prose to nobody.
+if [ "$_SESSION_KIND" != "headless" ] && { [ -n "${CONDUCTOR_WORKSPACE_PATH:-}" ] || [ -n "${CONDUCTOR_PORT:-}" ]; }; then
+  echo "CONDUCTOR_SESSION: true"
+fi
 _LAKE_SEEN=$([ -f ~/.gstack/.completeness-intro-seen ] && echo "yes" || echo "no")
 echo "LAKE_INTRO: $_LAKE_SEEN"
 _TEL=$(~/.claude/skills/gstack/bin/gstack-config get telemetry 2>/dev/null || true)
@@ -302,7 +309,9 @@ AI orchestrator (e.g., OpenClaw). In spawned sessions:
 
 "AskUserQuestion" can resolve to two tools at runtime: the **host MCP variant** (e.g. `mcp__conductor__AskUserQuestion` — appears in your tool list when the host registers it) or the **native** Claude Code tool.
 
-**Rule:** if any `mcp__*__AskUserQuestion` variant is in your tool list, prefer it. Hosts may disable native AUQ via `--disallowedTools AskUserQuestion` (Conductor does, by default) and route through their MCP variant; calling native there silently fails. Same questions/options shape; same decision-brief format applies.
+**Conductor rule (read before the MCP rule):** if `CONDUCTOR_SESSION: true` was echoed by the preamble, do NOT call AskUserQuestion at all — neither native nor any `mcp__*__AskUserQuestion` variant. Render EVERY decision brief as the **prose form** below and STOP. This is proactive, not a reaction to a failure: Conductor disables native AUQ and its MCP variant is flaky (it returns `[Tool result missing due to internal error]`), so prose is the reliable path. **Auto-decide preferences still apply first:** if a `[plan-tune auto-decide] <id> → <option>` result has already surfaced for a question, proceed with that option (no prose). Because in Conductor you go straight to prose without ever calling the tool, this auto-decide-first ordering is enforced HERE, not only by the PreToolUse hook. When you render a Conductor prose brief, also capture it with `bin/gstack-question-log` (the PostToolUse capture hook never fires on a prose path, so `/plan-tune` history/learning depends on this call).
+
+**Rule (non-Conductor):** if any `mcp__*__AskUserQuestion` variant is in your tool list, prefer it. Hosts may disable native AUQ via `--disallowedTools AskUserQuestion` (Conductor does, by default) and route through their MCP variant; calling native there silently fails. Same questions/options shape; same decision-brief format applies.
 
 If AskUserQuestion is unavailable (no variant in your tool list) OR a call to it fails, do NOT silently auto-decide or write the decision to the plan file as a substitute. Follow the **failure fallback** below.
 
@@ -324,7 +333,11 @@ Tell three outcomes apart:
 2. **Completeness scores per choice** — explicit `Completeness: X/10` on EACH choice (10 complete, 7 happy-path, 3 shortcut); use the kind-note when options differ in kind not coverage, but never silently drop the score.
 3. **The recommendation and why** — a `Recommendation: <choice> because <reason>` line plus the `(recommended)` marker on that choice.
 
-Layout: a `D<N>` title + a one-line note that AskUserQuestion failed and to reply with a letter; the issue ELI10; the Recommendation line; then ONE paragraph per choice carrying its `(recommended)` marker, its `Completeness: X/10`, and 2-4 sentences of reasoning — never a bare bullet list; a closing `Net:` line. Split chains / 5+ options: one prose block per per-option call, in sequence. Then STOP and wait — the user's typed answer is the decision. In plan mode this satisfies end-of-turn like a tool call.
+Layout: a `D<N>` title + a one-line note to reply with a letter (in Conductor this is the normal path; elsewhere it means AskUserQuestion was unavailable or errored); the issue ELI10; the Recommendation line; then ONE paragraph per choice carrying its `(recommended)` marker, its `Completeness: X/10`, and 2-4 sentences of reasoning — never a bare bullet list; a closing `Net:` line. Split chains / 5+ options: one prose block per per-option call, in sequence. Then STOP and wait — the user's typed answer is the decision. In plan mode this satisfies end-of-turn like a tool call.
+
+**Continuation — mapping a typed reply back to a brief.** Each brief carries a stable label (`D<N>`, or `D<N>.k` in a split chain). The user references it (e.g. "3.2: B"). A bare letter maps to the single most-recent UNANSWERED brief; if more than one is open (a split chain), do NOT guess — ask which `D<N>.k` it answers. Never apply a bare letter ambiguously across a chain.
+
+**One-way / destructive confirmations in prose.** When the decision is a one-way door (irreversible or destructive — delete, force-push, drop, overwrite), prose is a WEAKER gate than the tool, so make it stronger: require an explicit typed confirmation (the exact option letter or word), state plainly what is irreversible, and NEVER proceed on a vague, partial, or ambiguous reply — re-ask instead. Treat silence or "ok"/"sure" without the explicit choice as not-yet-confirmed.
 
 ### Format
 
@@ -408,7 +421,7 @@ Before calling AskUserQuestion, verify:
 - [ ] (recommended) label on one option (even for neutral-posture)
 - [ ] Dual-scale effort labels on effort-bearing options (human / CC)
 - [ ] Net line closes the decision
-- [ ] You are calling the tool, not writing prose — unless the documented failure fallback applies (then: prose with the mandatory triad — issue ELI10, per-choice Completeness, Recommendation + `(recommended)` — and a "reply with a letter" instruction, then STOP)
+- [ ] You are calling the tool, not writing prose — unless `CONDUCTOR_SESSION: true` (then prose is the DEFAULT, not the tool) OR the documented failure fallback applies (then: prose with the mandatory triad — issue ELI10, per-choice Completeness, Recommendation + `(recommended)` — and a "reply with a letter" instruction, then STOP)
 - [ ] Non-ASCII characters (CJK / accents) written directly, NOT \u-escaped
 - [ ] If you had 5+ options, you split (or batched into ≤4-groups) — did NOT drop any
 - [ ] If you split, you checked dependencies between options before firing the chain
diff --git a/health/SKILL.md b/health/SKILL.md
index df0210492..9ba9bbbb3 100644
--- a/health/SKILL.md
+++ b/health/SKILL.md
@@ -51,6 +51,13 @@ echo "REPO_MODE: $REPO_MODE"
 _SESSION_KIND=$(~/.claude/skills/gstack/bin/gstack-session-kind 2>/dev/null || echo "interactive")
 case "$_SESSION_KIND" in spawned|headless|interactive) ;; *) _SESSION_KIND="interactive" ;; esac
 echo "SESSION_KIND: $_SESSION_KIND"
+# Conductor host: AskUserQuestion is unreliable here (native disabled, MCP
+# variant flaky), so skills render decisions as prose instead of calling the
+# tool. Gated on !headless so an eval/CI run INSIDE Conductor (GSTACK_HEADLESS)
+# still BLOCKs rather than rendering prose to nobody.
+if [ "$_SESSION_KIND" != "headless" ] && { [ -n "${CONDUCTOR_WORKSPACE_PATH:-}" ] || [ -n "${CONDUCTOR_PORT:-}" ]; }; then
+  echo "CONDUCTOR_SESSION: true"
+fi
 _LAKE_SEEN=$([ -f ~/.gstack/.completeness-intro-seen ] && echo "yes" || echo "no")
 echo "LAKE_INTRO: $_LAKE_SEEN"
 _TEL=$(~/.claude/skills/gstack/bin/gstack-config get telemetry 2>/dev/null || true)
@@ -300,7 +307,9 @@ AI orchestrator (e.g., OpenClaw). In spawned sessions:
 
 "AskUserQuestion" can resolve to two tools at runtime: the **host MCP variant** (e.g. `mcp__conductor__AskUserQuestion` — appears in your tool list when the host registers it) or the **native** Claude Code tool.
 
-**Rule:** if any `mcp__*__AskUserQuestion` variant is in your tool list, prefer it. Hosts may disable native AUQ via `--disallowedTools AskUserQuestion` (Conductor does, by default) and route through their MCP variant; calling native there silently fails. Same questions/options shape; same decision-brief format applies.
+**Conductor rule (read before the MCP rule):** if `CONDUCTOR_SESSION: true` was echoed by the preamble, do NOT call AskUserQuestion at all — neither native nor any `mcp__*__AskUserQuestion` variant. Render EVERY decision brief as the **prose form** below and STOP. This is proactive, not a reaction to a failure: Conductor disables native AUQ and its MCP variant is flaky (it returns `[Tool result missing due to internal error]`), so prose is the reliable path. **Auto-decide preferences still apply first:** if a `[plan-tune auto-decide] <id> → <option>` result has already surfaced for a question, proceed with that option (no prose). Because in Conductor you go straight to prose without ever calling the tool, this auto-decide-first ordering is enforced HERE, not only by the PreToolUse hook. When you render a Conductor prose brief, also capture it with `bin/gstack-question-log` (the PostToolUse capture hook never fires on a prose path, so `/plan-tune` history/learning depends on this call).
+
+**Rule (non-Conductor):** if any `mcp__*__AskUserQuestion` variant is in your tool list, prefer it. Hosts may disable native AUQ via `--disallowedTools AskUserQuestion` (Conductor does, by default) and route through their MCP variant; calling native there silently fails. Same questions/options shape; same decision-brief format applies.
 
 If AskUserQuestion is unavailable (no variant in your tool list) OR a call to it fails, do NOT silently auto-decide or write the decision to the plan file as a substitute. Follow the **failure fallback** below.
 
@@ -322,7 +331,11 @@ Tell three outcomes apart:
 2. **Completeness scores per choice** — explicit `Completeness: X/10` on EACH choice (10 complete, 7 happy-path, 3 shortcut); use the kind-note when options differ in kind not coverage, but never silently drop the score.
 3. **The recommendation and why** — a `Recommendation: <choice> because <reason>` line plus the `(recommended)` marker on that choice.
 
-Layout: a `D<N>` title + a one-line note that AskUserQuestion failed and to reply with a letter; the issue ELI10; the Recommendation line; then ONE paragraph per choice carrying its `(recommended)` marker, its `Completeness: X/10`, and 2-4 sentences of reasoning — never a bare bullet list; a closing `Net:` line. Split chains / 5+ options: one prose block per per-option call, in sequence. Then STOP and wait — the user's typed answer is the decision. In plan mode this satisfies end-of-turn like a tool call.
+Layout: a `D<N>` title + a one-line note to reply with a letter (in Conductor this is the normal path; elsewhere it means AskUserQuestion was unavailable or errored); the issue ELI10; the Recommendation line; then ONE paragraph per choice carrying its `(recommended)` marker, its `Completeness: X/10`, and 2-4 sentences of reasoning — never a bare bullet list; a closing `Net:` line. Split chains / 5+ options: one prose block per per-option call, in sequence. Then STOP and wait — the user's typed answer is the decision. In plan mode this satisfies end-of-turn like a tool call.
+
+**Continuation — mapping a typed reply back to a brief.** Each brief carries a stable label (`D<N>`, or `D<N>.k` in a split chain). The user references it (e.g. "3.2: B"). A bare letter maps to the single most-recent UNANSWERED brief; if more than one is open (a split chain), do NOT guess — ask which `D<N>.k` it answers. Never apply a bare letter ambiguously across a chain.
+
+**One-way / destructive confirmations in prose.** When the decision is a one-way door (irreversible or destructive — delete, force-push, drop, overwrite), prose is a WEAKER gate than the tool, so make it stronger: require an explicit typed confirmation (the exact option letter or word), state plainly what is irreversible, and NEVER proceed on a vague, partial, or ambiguous reply — re-ask instead. Treat silence or "ok"/"sure" without the explicit choice as not-yet-confirmed.
 
 ### Format
 
@@ -406,7 +419,7 @@ Before calling AskUserQuestion, verify:
 - [ ] (recommended) label on one option (even for neutral-posture)
 - [ ] Dual-scale effort labels on effort-bearing options (human / CC)
 - [ ] Net line closes the decision
-- [ ] You are calling the tool, not writing prose — unless the documented failure fallback applies (then: prose with the mandatory triad — issue ELI10, per-choice Completeness, Recommendation + `(recommended)` — and a "reply with a letter" instruction, then STOP)
+- [ ] You are calling the tool, not writing prose — unless `CONDUCTOR_SESSION: true` (then prose is the DEFAULT, not the tool) OR the documented failure fallback applies (then: prose with the mandatory triad — issue ELI10, per-choice Completeness, Recommendation + `(recommended)` — and a "reply with a letter" instruction, then STOP)
 - [ ] Non-ASCII characters (CJK / accents) written directly, NOT \u-escaped
 - [ ] If you had 5+ options, you split (or batched into ≤4-groups) — did NOT drop any
 - [ ] If you split, you checked dependencies between options before firing the chain
diff --git a/investigate/SKILL.md b/investigate/SKILL.md
index ab3b3dee4..0e27f4d34 100644
--- a/investigate/SKILL.md
+++ b/investigate/SKILL.md
@@ -90,6 +90,13 @@ echo "REPO_MODE: $REPO_MODE"
 _SESSION_KIND=$(~/.claude/skills/gstack/bin/gstack-session-kind 2>/dev/null || echo "interactive")
 case "$_SESSION_KIND" in spawned|headless|interactive) ;; *) _SESSION_KIND="interactive" ;; esac
 echo "SESSION_KIND: $_SESSION_KIND"
+# Conductor host: AskUserQuestion is unreliable here (native disabled, MCP
+# variant flaky), so skills render decisions as prose instead of calling the
+# tool. Gated on !headless so an eval/CI run INSIDE Conductor (GSTACK_HEADLESS)
+# still BLOCKs rather than rendering prose to nobody.
+if [ "$_SESSION_KIND" != "headless" ] && { [ -n "${CONDUCTOR_WORKSPACE_PATH:-}" ] || [ -n "${CONDUCTOR_PORT:-}" ]; }; then
+  echo "CONDUCTOR_SESSION: true"
+fi
 _LAKE_SEEN=$([ -f ~/.gstack/.completeness-intro-seen ] && echo "yes" || echo "no")
 echo "LAKE_INTRO: $_LAKE_SEEN"
 _TEL=$(~/.claude/skills/gstack/bin/gstack-config get telemetry 2>/dev/null || true)
@@ -339,7 +346,9 @@ AI orchestrator (e.g., OpenClaw). In spawned sessions:
 
 "AskUserQuestion" can resolve to two tools at runtime: the **host MCP variant** (e.g. `mcp__conductor__AskUserQuestion` — appears in your tool list when the host registers it) or the **native** Claude Code tool.
 
-**Rule:** if any `mcp__*__AskUserQuestion` variant is in your tool list, prefer it. Hosts may disable native AUQ via `--disallowedTools AskUserQuestion` (Conductor does, by default) and route through their MCP variant; calling native there silently fails. Same questions/options shape; same decision-brief format applies.
+**Conductor rule (read before the MCP rule):** if `CONDUCTOR_SESSION: true` was echoed by the preamble, do NOT call AskUserQuestion at all — neither native nor any `mcp__*__AskUserQuestion` variant. Render EVERY decision brief as the **prose form** below and STOP. This is proactive, not a reaction to a failure: Conductor disables native AUQ and its MCP variant is flaky (it returns `[Tool result missing due to internal error]`), so prose is the reliable path. **Auto-decide preferences still apply first:** if a `[plan-tune auto-decide] <id> → <option>` result has already surfaced for a question, proceed with that option (no prose). Because in Conductor you go straight to prose without ever calling the tool, this auto-decide-first ordering is enforced HERE, not only by the PreToolUse hook. When you render a Conductor prose brief, also capture it with `bin/gstack-question-log` (the PostToolUse capture hook never fires on a prose path, so `/plan-tune` history/learning depends on this call).
+
+**Rule (non-Conductor):** if any `mcp__*__AskUserQuestion` variant is in your tool list, prefer it. Hosts may disable native AUQ via `--disallowedTools AskUserQuestion` (Conductor does, by default) and route through their MCP variant; calling native there silently fails. Same questions/options shape; same decision-brief format applies.
 
 If AskUserQuestion is unavailable (no variant in your tool list) OR a call to it fails, do NOT silently auto-decide or write the decision to the plan file as a substitute. Follow the **failure fallback** below.
 
@@ -361,7 +370,11 @@ Tell three outcomes apart:
 2. **Completeness scores per choice** — explicit `Completeness: X/10` on EACH choice (10 complete, 7 happy-path, 3 shortcut); use the kind-note when options differ in kind not coverage, but never silently drop the score.
 3. **The recommendation and why** — a `Recommendation: <choice> because <reason>` line plus the `(recommended)` marker on that choice.
 
-Layout: a `D<N>` title + a one-line note that AskUserQuestion failed and to reply with a letter; the issue ELI10; the Recommendation line; then ONE paragraph per choice carrying its `(recommended)` marker, its `Completeness: X/10`, and 2-4 sentences of reasoning — never a bare bullet list; a closing `Net:` line. Split chains / 5+ options: one prose block per per-option call, in sequence. Then STOP and wait — the user's typed answer is the decision. In plan mode this satisfies end-of-turn like a tool call.
+Layout: a `D<N>` title + a one-line note to reply with a letter (in Conductor this is the normal path; elsewhere it means AskUserQuestion was unavailable or errored); the issue ELI10; the Recommendation line; then ONE paragraph per choice carrying its `(recommended)` marker, its `Completeness: X/10`, and 2-4 sentences of reasoning — never a bare bullet list; a closing `Net:` line. Split chains / 5+ options: one prose block per per-option call, in sequence. Then STOP and wait — the user's typed answer is the decision. In plan mode this satisfies end-of-turn like a tool call.
+
+**Continuation — mapping a typed reply back to a brief.** Each brief carries a stable label (`D<N>`, or `D<N>.k` in a split chain). The user references it (e.g. "3.2: B"). A bare letter maps to the single most-recent UNANSWERED brief; if more than one is open (a split chain), do NOT guess — ask which `D<N>.k` it answers. Never apply a bare letter ambiguously across a chain.
+
+**One-way / destructive confirmations in prose.** When the decision is a one-way door (irreversible or destructive — delete, force-push, drop, overwrite), prose is a WEAKER gate than the tool, so make it stronger: require an explicit typed confirmation (the exact option letter or word), state plainly what is irreversible, and NEVER proceed on a vague, partial, or ambiguous reply — re-ask instead. Treat silence or "ok"/"sure" without the explicit choice as not-yet-confirmed.
 
 ### Format
 
@@ -445,7 +458,7 @@ Before calling AskUserQuestion, verify:
 - [ ] (recommended) label on one option (even for neutral-posture)
 - [ ] Dual-scale effort labels on effort-bearing options (human / CC)
 - [ ] Net line closes the decision
-- [ ] You are calling the tool, not writing prose — unless the documented failure fallback applies (then: prose with the mandatory triad — issue ELI10, per-choice Completeness, Recommendation + `(recommended)` — and a "reply with a letter" instruction, then STOP)
+- [ ] You are calling the tool, not writing prose — unless `CONDUCTOR_SESSION: true` (then prose is the DEFAULT, not the tool) OR the documented failure fallback applies (then: prose with the mandatory triad — issue ELI10, per-choice Completeness, Recommendation + `(recommended)` — and a "reply with a letter" instruction, then STOP)
 - [ ] Non-ASCII characters (CJK / accents) written directly, NOT \u-escaped
 - [ ] If you had 5+ options, you split (or batched into ≤4-groups) — did NOT drop any
 - [ ] If you split, you checked dependencies between options before firing the chain
diff --git a/ios-clean/SKILL.md b/ios-clean/SKILL.md
index db14d0f9c..d969640a2 100644
--- a/ios-clean/SKILL.md
+++ b/ios-clean/SKILL.md
@@ -53,6 +53,13 @@ echo "REPO_MODE: $REPO_MODE"
 _SESSION_KIND=$(~/.claude/skills/gstack/bin/gstack-session-kind 2>/dev/null || echo "interactive")
 case "$_SESSION_KIND" in spawned|headless|interactive) ;; *) _SESSION_KIND="interactive" ;; esac
 echo "SESSION_KIND: $_SESSION_KIND"
+# Conductor host: AskUserQuestion is unreliable here (native disabled, MCP
+# variant flaky), so skills render decisions as prose instead of calling the
+# tool. Gated on !headless so an eval/CI run INSIDE Conductor (GSTACK_HEADLESS)
+# still BLOCKs rather than rendering prose to nobody.
+if [ "$_SESSION_KIND" != "headless" ] && { [ -n "${CONDUCTOR_WORKSPACE_PATH:-}" ] || [ -n "${CONDUCTOR_PORT:-}" ]; }; then
+  echo "CONDUCTOR_SESSION: true"
+fi
 _LAKE_SEEN=$([ -f ~/.gstack/.completeness-intro-seen ] && echo "yes" || echo "no")
 echo "LAKE_INTRO: $_LAKE_SEEN"
 _TEL=$(~/.claude/skills/gstack/bin/gstack-config get telemetry 2>/dev/null || true)
@@ -302,7 +309,9 @@ AI orchestrator (e.g., OpenClaw). In spawned sessions:
 
 "AskUserQuestion" can resolve to two tools at runtime: the **host MCP variant** (e.g. `mcp__conductor__AskUserQuestion` — appears in your tool list when the host registers it) or the **native** Claude Code tool.
 
-**Rule:** if any `mcp__*__AskUserQuestion` variant is in your tool list, prefer it. Hosts may disable native AUQ via `--disallowedTools AskUserQuestion` (Conductor does, by default) and route through their MCP variant; calling native there silently fails. Same questions/options shape; same decision-brief format applies.
+**Conductor rule (read before the MCP rule):** if `CONDUCTOR_SESSION: true` was echoed by the preamble, do NOT call AskUserQuestion at all — neither native nor any `mcp__*__AskUserQuestion` variant. Render EVERY decision brief as the **prose form** below and STOP. This is proactive, not a reaction to a failure: Conductor disables native AUQ and its MCP variant is flaky (it returns `[Tool result missing due to internal error]`), so prose is the reliable path. **Auto-decide preferences still apply first:** if a `[plan-tune auto-decide] <id> → <option>` result has already surfaced for a question, proceed with that option (no prose). Because in Conductor you go straight to prose without ever calling the tool, this auto-decide-first ordering is enforced HERE, not only by the PreToolUse hook. When you render a Conductor prose brief, also capture it with `bin/gstack-question-log` (the PostToolUse capture hook never fires on a prose path, so `/plan-tune` history/learning depends on this call).
+
+**Rule (non-Conductor):** if any `mcp__*__AskUserQuestion` variant is in your tool list, prefer it. Hosts may disable native AUQ via `--disallowedTools AskUserQuestion` (Conductor does, by default) and route through their MCP variant; calling native there silently fails. Same questions/options shape; same decision-brief format applies.
 
 If AskUserQuestion is unavailable (no variant in your tool list) OR a call to it fails, do NOT silently auto-decide or write the decision to the plan file as a substitute. Follow the **failure fallback** below.
 
@@ -324,7 +333,11 @@ Tell three outcomes apart:
 2. **Completeness scores per choice** — explicit `Completeness: X/10` on EACH choice (10 complete, 7 happy-path, 3 shortcut); use the kind-note when options differ in kind not coverage, but never silently drop the score.
 3. **The recommendation and why** — a `Recommendation: <choice> because <reason>` line plus the `(recommended)` marker on that choice.
 
-Layout: a `D<N>` title + a one-line note that AskUserQuestion failed and to reply with a letter; the issue ELI10; the Recommendation line; then ONE paragraph per choice carrying its `(recommended)` marker, its `Completeness: X/10`, and 2-4 sentences of reasoning — never a bare bullet list; a closing `Net:` line. Split chains / 5+ options: one prose block per per-option call, in sequence. Then STOP and wait — the user's typed answer is the decision. In plan mode this satisfies end-of-turn like a tool call.
+Layout: a `D<N>` title + a one-line note to reply with a letter (in Conductor this is the normal path; elsewhere it means AskUserQuestion was unavailable or errored); the issue ELI10; the Recommendation line; then ONE paragraph per choice carrying its `(recommended)` marker, its `Completeness: X/10`, and 2-4 sentences of reasoning — never a bare bullet list; a closing `Net:` line. Split chains / 5+ options: one prose block per per-option call, in sequence. Then STOP and wait — the user's typed answer is the decision. In plan mode this satisfies end-of-turn like a tool call.
+
+**Continuation — mapping a typed reply back to a brief.** Each brief carries a stable label (`D<N>`, or `D<N>.k` in a split chain). The user references it (e.g. "3.2: B"). A bare letter maps to the single most-recent UNANSWERED brief; if more than one is open (a split chain), do NOT guess — ask which `D<N>.k` it answers. Never apply a bare letter ambiguously across a chain.
+
+**One-way / destructive confirmations in prose.** When the decision is a one-way door (irreversible or destructive — delete, force-push, drop, overwrite), prose is a WEAKER gate than the tool, so make it stronger: require an explicit typed confirmation (the exact option letter or word), state plainly what is irreversible, and NEVER proceed on a vague, partial, or ambiguous reply — re-ask instead. Treat silence or "ok"/"sure" without the explicit choice as not-yet-confirmed.
 
 ### Format
 
@@ -408,7 +421,7 @@ Before calling AskUserQuestion, verify:
 - [ ] (recommended) label on one option (even for neutral-posture)
 - [ ] Dual-scale effort labels on effort-bearing options (human / CC)
 - [ ] Net line closes the decision
-- [ ] You are calling the tool, not writing prose — unless the documented failure fallback applies (then: prose with the mandatory triad — issue ELI10, per-choice Completeness, Recommendation + `(recommended)` — and a "reply with a letter" instruction, then STOP)
+- [ ] You are calling the tool, not writing prose — unless `CONDUCTOR_SESSION: true` (then prose is the DEFAULT, not the tool) OR the documented failure fallback applies (then: prose with the mandatory triad — issue ELI10, per-choice Completeness, Recommendation + `(recommended)` — and a "reply with a letter" instruction, then STOP)
 - [ ] Non-ASCII characters (CJK / accents) written directly, NOT \u-escaped
 - [ ] If you had 5+ options, you split (or batched into ≤4-groups) — did NOT drop any
 - [ ] If you split, you checked dependencies between options before firing the chain
diff --git a/ios-design-review/SKILL.md b/ios-design-review/SKILL.md
index 8c32707e4..6a890f26a 100644
--- a/ios-design-review/SKILL.md
+++ b/ios-design-review/SKILL.md
@@ -55,6 +55,13 @@ echo "REPO_MODE: $REPO_MODE"
 _SESSION_KIND=$(~/.claude/skills/gstack/bin/gstack-session-kind 2>/dev/null || echo "interactive")
 case "$_SESSION_KIND" in spawned|headless|interactive) ;; *) _SESSION_KIND="interactive" ;; esac
 echo "SESSION_KIND: $_SESSION_KIND"
+# Conductor host: AskUserQuestion is unreliable here (native disabled, MCP
+# variant flaky), so skills render decisions as prose instead of calling the
+# tool. Gated on !headless so an eval/CI run INSIDE Conductor (GSTACK_HEADLESS)
+# still BLOCKs rather than rendering prose to nobody.
+if [ "$_SESSION_KIND" != "headless" ] && { [ -n "${CONDUCTOR_WORKSPACE_PATH:-}" ] || [ -n "${CONDUCTOR_PORT:-}" ]; }; then
+  echo "CONDUCTOR_SESSION: true"
+fi
 _LAKE_SEEN=$([ -f ~/.gstack/.completeness-intro-seen ] && echo "yes" || echo "no")
 echo "LAKE_INTRO: $_LAKE_SEEN"
 _TEL=$(~/.claude/skills/gstack/bin/gstack-config get telemetry 2>/dev/null || true)
@@ -304,7 +311,9 @@ AI orchestrator (e.g., OpenClaw). In spawned sessions:
 
 "AskUserQuestion" can resolve to two tools at runtime: the **host MCP variant** (e.g. `mcp__conductor__AskUserQuestion` — appears in your tool list when the host registers it) or the **native** Claude Code tool.
 
-**Rule:** if any `mcp__*__AskUserQuestion` variant is in your tool list, prefer it. Hosts may disable native AUQ via `--disallowedTools AskUserQuestion` (Conductor does, by default) and route through their MCP variant; calling native there silently fails. Same questions/options shape; same decision-brief format applies.
+**Conductor rule (read before the MCP rule):** if `CONDUCTOR_SESSION: true` was echoed by the preamble, do NOT call AskUserQuestion at all — neither native nor any `mcp__*__AskUserQuestion` variant. Render EVERY decision brief as the **prose form** below and STOP. This is proactive, not a reaction to a failure: Conductor disables native AUQ and its MCP variant is flaky (it returns `[Tool result missing due to internal error]`), so prose is the reliable path. **Auto-decide preferences still apply first:** if a `[plan-tune auto-decide] <id> → <option>` result has already surfaced for a question, proceed with that option (no prose). Because in Conductor you go straight to prose without ever calling the tool, this auto-decide-first ordering is enforced HERE, not only by the PreToolUse hook. When you render a Conductor prose brief, also capture it with `bin/gstack-question-log` (the PostToolUse capture hook never fires on a prose path, so `/plan-tune` history/learning depends on this call).
+
+**Rule (non-Conductor):** if any `mcp__*__AskUserQuestion` variant is in your tool list, prefer it. Hosts may disable native AUQ via `--disallowedTools AskUserQuestion` (Conductor does, by default) and route through their MCP variant; calling native there silently fails. Same questions/options shape; same decision-brief format applies.
 
 If AskUserQuestion is unavailable (no variant in your tool list) OR a call to it fails, do NOT silently auto-decide or write the decision to the plan file as a substitute. Follow the **failure fallback** below.
 
@@ -326,7 +335,11 @@ Tell three outcomes apart:
 2. **Completeness scores per choice** — explicit `Completeness: X/10` on EACH choice (10 complete, 7 happy-path, 3 shortcut); use the kind-note when options differ in kind not coverage, but never silently drop the score.
 3. **The recommendation and why** — a `Recommendation: <choice> because <reason>` line plus the `(recommended)` marker on that choice.
 
-Layout: a `D<N>` title + a one-line note that AskUserQuestion failed and to reply with a letter; the issue ELI10; the Recommendation line; then ONE paragraph per choice carrying its `(recommended)` marker, its `Completeness: X/10`, and 2-4 sentences of reasoning — never a bare bullet list; a closing `Net:` line. Split chains / 5+ options: one prose block per per-option call, in sequence. Then STOP and wait — the user's typed answer is the decision. In plan mode this satisfies end-of-turn like a tool call.
+Layout: a `D<N>` title + a one-line note to reply with a letter (in Conductor this is the normal path; elsewhere it means AskUserQuestion was unavailable or errored); the issue ELI10; the Recommendation line; then ONE paragraph per choice carrying its `(recommended)` marker, its `Completeness: X/10`, and 2-4 sentences of reasoning — never a bare bullet list; a closing `Net:` line. Split chains / 5+ options: one prose block per per-option call, in sequence. Then STOP and wait — the user's typed answer is the decision. In plan mode this satisfies end-of-turn like a tool call.
+
+**Continuation — mapping a typed reply back to a brief.** Each brief carries a stable label (`D<N>`, or `D<N>.k` in a split chain). The user references it (e.g. "3.2: B"). A bare letter maps to the single most-recent UNANSWERED brief; if more than one is open (a split chain), do NOT guess — ask which `D<N>.k` it answers. Never apply a bare letter ambiguously across a chain.
+
+**One-way / destructive confirmations in prose.** When the decision is a one-way door (irreversible or destructive — delete, force-push, drop, overwrite), prose is a WEAKER gate than the tool, so make it stronger: require an explicit typed confirmation (the exact option letter or word), state plainly what is irreversible, and NEVER proceed on a vague, partial, or ambiguous reply — re-ask instead. Treat silence or "ok"/"sure" without the explicit choice as not-yet-confirmed.
 
 ### Format
 
@@ -410,7 +423,7 @@ Before calling AskUserQuestion, verify:
 - [ ] (recommended) label on one option (even for neutral-posture)
 - [ ] Dual-scale effort labels on effort-bearing options (human / CC)
 - [ ] Net line closes the decision
-- [ ] You are calling the tool, not writing prose — unless the documented failure fallback applies (then: prose with the mandatory triad — issue ELI10, per-choice Completeness, Recommendation + `(recommended)` — and a "reply with a letter" instruction, then STOP)
+- [ ] You are calling the tool, not writing prose — unless `CONDUCTOR_SESSION: true` (then prose is the DEFAULT, not the tool) OR the documented failure fallback applies (then: prose with the mandatory triad — issue ELI10, per-choice Completeness, Recommendation + `(recommended)` — and a "reply with a letter" instruction, then STOP)
 - [ ] Non-ASCII characters (CJK / accents) written directly, NOT \u-escaped
 - [ ] If you had 5+ options, you split (or batched into ≤4-groups) — did NOT drop any
 - [ ] If you split, you checked dependencies between options before firing the chain
diff --git a/ios-fix/SKILL.md b/ios-fix/SKILL.md
index 68b5cef22..464691bc8 100644
--- a/ios-fix/SKILL.md
+++ b/ios-fix/SKILL.md
@@ -56,6 +56,13 @@ echo "REPO_MODE: $REPO_MODE"
 _SESSION_KIND=$(~/.claude/skills/gstack/bin/gstack-session-kind 2>/dev/null || echo "interactive")
 case "$_SESSION_KIND" in spawned|headless|interactive) ;; *) _SESSION_KIND="interactive" ;; esac
 echo "SESSION_KIND: $_SESSION_KIND"
+# Conductor host: AskUserQuestion is unreliable here (native disabled, MCP
+# variant flaky), so skills render decisions as prose instead of calling the
+# tool. Gated on !headless so an eval/CI run INSIDE Conductor (GSTACK_HEADLESS)
+# still BLOCKs rather than rendering prose to nobody.
+if [ "$_SESSION_KIND" != "headless" ] && { [ -n "${CONDUCTOR_WORKSPACE_PATH:-}" ] || [ -n "${CONDUCTOR_PORT:-}" ]; }; then
+  echo "CONDUCTOR_SESSION: true"
+fi
 _LAKE_SEEN=$([ -f ~/.gstack/.completeness-intro-seen ] && echo "yes" || echo "no")
 echo "LAKE_INTRO: $_LAKE_SEEN"
 _TEL=$(~/.claude/skills/gstack/bin/gstack-config get telemetry 2>/dev/null || true)
@@ -305,7 +312,9 @@ AI orchestrator (e.g., OpenClaw). In spawned sessions:
 
 "AskUserQuestion" can resolve to two tools at runtime: the **host MCP variant** (e.g. `mcp__conductor__AskUserQuestion` — appears in your tool list when the host registers it) or the **native** Claude Code tool.
 
-**Rule:** if any `mcp__*__AskUserQuestion` variant is in your tool list, prefer it. Hosts may disable native AUQ via `--disallowedTools AskUserQuestion` (Conductor does, by default) and route through their MCP variant; calling native there silently fails. Same questions/options shape; same decision-brief format applies.
+**Conductor rule (read before the MCP rule):** if `CONDUCTOR_SESSION: true` was echoed by the preamble, do NOT call AskUserQuestion at all — neither native nor any `mcp__*__AskUserQuestion` variant. Render EVERY decision brief as the **prose form** below and STOP. This is proactive, not a reaction to a failure: Conductor disables native AUQ and its MCP variant is flaky (it returns `[Tool result missing due to internal error]`), so prose is the reliable path. **Auto-decide preferences still apply first:** if a `[plan-tune auto-decide] <id> → <option>` result has already surfaced for a question, proceed with that option (no prose). Because in Conductor you go straight to prose without ever calling the tool, this auto-decide-first ordering is enforced HERE, not only by the PreToolUse hook. When you render a Conductor prose brief, also capture it with `bin/gstack-question-log` (the PostToolUse capture hook never fires on a prose path, so `/plan-tune` history/learning depends on this call).
+
+**Rule (non-Conductor):** if any `mcp__*__AskUserQuestion` variant is in your tool list, prefer it. Hosts may disable native AUQ via `--disallowedTools AskUserQuestion` (Conductor does, by default) and route through their MCP variant; calling native there silently fails. Same questions/options shape; same decision-brief format applies.
 
 If AskUserQuestion is unavailable (no variant in your tool list) OR a call to it fails, do NOT silently auto-decide or write the decision to the plan file as a substitute. Follow the **failure fallback** below.
 
@@ -327,7 +336,11 @@ Tell three outcomes apart:
 2. **Completeness scores per choice** — explicit `Completeness: X/10` on EACH choice (10 complete, 7 happy-path, 3 shortcut); use the kind-note when options differ in kind not coverage, but never silently drop the score.
 3. **The recommendation and why** — a `Recommendation: <choice> because <reason>` line plus the `(recommended)` marker on that choice.
 
-Layout: a `D<N>` title + a one-line note that AskUserQuestion failed and to reply with a letter; the issue ELI10; the Recommendation line; then ONE paragraph per choice carrying its `(recommended)` marker, its `Completeness: X/10`, and 2-4 sentences of reasoning — never a bare bullet list; a closing `Net:` line. Split chains / 5+ options: one prose block per per-option call, in sequence. Then STOP and wait — the user's typed answer is the decision. In plan mode this satisfies end-of-turn like a tool call.
+Layout: a `D<N>` title + a one-line note to reply with a letter (in Conductor this is the normal path; elsewhere it means AskUserQuestion was unavailable or errored); the issue ELI10; the Recommendation line; then ONE paragraph per choice carrying its `(recommended)` marker, its `Completeness: X/10`, and 2-4 sentences of reasoning — never a bare bullet list; a closing `Net:` line. Split chains / 5+ options: one prose block per per-option call, in sequence. Then STOP and wait — the user's typed answer is the decision. In plan mode this satisfies end-of-turn like a tool call.
+
+**Continuation — mapping a typed reply back to a brief.** Each brief carries a stable label (`D<N>`, or `D<N>.k` in a split chain). The user references it (e.g. "3.2: B"). A bare letter maps to the single most-recent UNANSWERED brief; if more than one is open (a split chain), do NOT guess — ask which `D<N>.k` it answers. Never apply a bare letter ambiguously across a chain.
+
+**One-way / destructive confirmations in prose.** When the decision is a one-way door (irreversible or destructive — delete, force-push, drop, overwrite), prose is a WEAKER gate than the tool, so make it stronger: require an explicit typed confirmation (the exact option letter or word), state plainly what is irreversible, and NEVER proceed on a vague, partial, or ambiguous reply — re-ask instead. Treat silence or "ok"/"sure" without the explicit choice as not-yet-confirmed.
 
 ### Format
 
@@ -411,7 +424,7 @@ Before calling AskUserQuestion, verify:
 - [ ] (recommended) label on one option (even for neutral-posture)
 - [ ] Dual-scale effort labels on effort-bearing options (human / CC)
 - [ ] Net line closes the decision
-- [ ] You are calling the tool, not writing prose — unless the documented failure fallback applies (then: prose with the mandatory triad — issue ELI10, per-choice Completeness, Recommendation + `(recommended)` — and a "reply with a letter" instruction, then STOP)
+- [ ] You are calling the tool, not writing prose — unless `CONDUCTOR_SESSION: true` (then prose is the DEFAULT, not the tool) OR the documented failure fallback applies (then: prose with the mandatory triad — issue ELI10, per-choice Completeness, Recommendation + `(recommended)` — and a "reply with a letter" instruction, then STOP)
 - [ ] Non-ASCII characters (CJK / accents) written directly, NOT \u-escaped
 - [ ] If you had 5+ options, you split (or batched into ≤4-groups) — did NOT drop any
 - [ ] If you split, you checked dependencies between options before firing the chain
diff --git a/ios-qa/SKILL.md b/ios-qa/SKILL.md
index 96453be06..a57421d3c 100644
--- a/ios-qa/SKILL.md
+++ b/ios-qa/SKILL.md
@@ -59,6 +59,13 @@ echo "REPO_MODE: $REPO_MODE"
 _SESSION_KIND=$(~/.claude/skills/gstack/bin/gstack-session-kind 2>/dev/null || echo "interactive")
 case "$_SESSION_KIND" in spawned|headless|interactive) ;; *) _SESSION_KIND="interactive" ;; esac
 echo "SESSION_KIND: $_SESSION_KIND"
+# Conductor host: AskUserQuestion is unreliable here (native disabled, MCP
+# variant flaky), so skills render decisions as prose instead of calling the
+# tool. Gated on !headless so an eval/CI run INSIDE Conductor (GSTACK_HEADLESS)
+# still BLOCKs rather than rendering prose to nobody.
+if [ "$_SESSION_KIND" != "headless" ] && { [ -n "${CONDUCTOR_WORKSPACE_PATH:-}" ] || [ -n "${CONDUCTOR_PORT:-}" ]; }; then
+  echo "CONDUCTOR_SESSION: true"
+fi
 _LAKE_SEEN=$([ -f ~/.gstack/.completeness-intro-seen ] && echo "yes" || echo "no")
 echo "LAKE_INTRO: $_LAKE_SEEN"
 _TEL=$(~/.claude/skills/gstack/bin/gstack-config get telemetry 2>/dev/null || true)
@@ -308,7 +315,9 @@ AI orchestrator (e.g., OpenClaw). In spawned sessions:
 
 "AskUserQuestion" can resolve to two tools at runtime: the **host MCP variant** (e.g. `mcp__conductor__AskUserQuestion` — appears in your tool list when the host registers it) or the **native** Claude Code tool.
 
-**Rule:** if any `mcp__*__AskUserQuestion` variant is in your tool list, prefer it. Hosts may disable native AUQ via `--disallowedTools AskUserQuestion` (Conductor does, by default) and route through their MCP variant; calling native there silently fails. Same questions/options shape; same decision-brief format applies.
+**Conductor rule (read before the MCP rule):** if `CONDUCTOR_SESSION: true` was echoed by the preamble, do NOT call AskUserQuestion at all — neither native nor any `mcp__*__AskUserQuestion` variant. Render EVERY decision brief as the **prose form** below and STOP. This is proactive, not a reaction to a failure: Conductor disables native AUQ and its MCP variant is flaky (it returns `[Tool result missing due to internal error]`), so prose is the reliable path. **Auto-decide preferences still apply first:** if a `[plan-tune auto-decide] <id> → <option>` result has already surfaced for a question, proceed with that option (no prose). Because in Conductor you go straight to prose without ever calling the tool, this auto-decide-first ordering is enforced HERE, not only by the PreToolUse hook. When you render a Conductor prose brief, also capture it with `bin/gstack-question-log` (the PostToolUse capture hook never fires on a prose path, so `/plan-tune` history/learning depends on this call).
+
+**Rule (non-Conductor):** if any `mcp__*__AskUserQuestion` variant is in your tool list, prefer it. Hosts may disable native AUQ via `--disallowedTools AskUserQuestion` (Conductor does, by default) and route through their MCP variant; calling native there silently fails. Same questions/options shape; same decision-brief format applies.
 
 If AskUserQuestion is unavailable (no variant in your tool list) OR a call to it fails, do NOT silently auto-decide or write the decision to the plan file as a substitute. Follow the **failure fallback** below.
 
@@ -330,7 +339,11 @@ Tell three outcomes apart:
 2. **Completeness scores per choice** — explicit `Completeness: X/10` on EACH choice (10 complete, 7 happy-path, 3 shortcut); use the kind-note when options differ in kind not coverage, but never silently drop the score.
 3. **The recommendation and why** — a `Recommendation: <choice> because <reason>` line plus the `(recommended)` marker on that choice.
 
-Layout: a `D<N>` title + a one-line note that AskUserQuestion failed and to reply with a letter; the issue ELI10; the Recommendation line; then ONE paragraph per choice carrying its `(recommended)` marker, its `Completeness: X/10`, and 2-4 sentences of reasoning — never a bare bullet list; a closing `Net:` line. Split chains / 5+ options: one prose block per per-option call, in sequence. Then STOP and wait — the user's typed answer is the decision. In plan mode this satisfies end-of-turn like a tool call.
+Layout: a `D<N>` title + a one-line note to reply with a letter (in Conductor this is the normal path; elsewhere it means AskUserQuestion was unavailable or errored); the issue ELI10; the Recommendation line; then ONE paragraph per choice carrying its `(recommended)` marker, its `Completeness: X/10`, and 2-4 sentences of reasoning — never a bare bullet list; a closing `Net:` line. Split chains / 5+ options: one prose block per per-option call, in sequence. Then STOP and wait — the user's typed answer is the decision. In plan mode this satisfies end-of-turn like a tool call.
+
+**Continuation — mapping a typed reply back to a brief.** Each brief carries a stable label (`D<N>`, or `D<N>.k` in a split chain). The user references it (e.g. "3.2: B"). A bare letter maps to the single most-recent UNANSWERED brief; if more than one is open (a split chain), do NOT guess — ask which `D<N>.k` it answers. Never apply a bare letter ambiguously across a chain.
+
+**One-way / destructive confirmations in prose.** When the decision is a one-way door (irreversible or destructive — delete, force-push, drop, overwrite), prose is a WEAKER gate than the tool, so make it stronger: require an explicit typed confirmation (the exact option letter or word), state plainly what is irreversible, and NEVER proceed on a vague, partial, or ambiguous reply — re-ask instead. Treat silence or "ok"/"sure" without the explicit choice as not-yet-confirmed.
 
 ### Format
 
@@ -414,7 +427,7 @@ Before calling AskUserQuestion, verify:
 - [ ] (recommended) label on one option (even for neutral-posture)
 - [ ] Dual-scale effort labels on effort-bearing options (human / CC)
 - [ ] Net line closes the decision
-- [ ] You are calling the tool, not writing prose — unless the documented failure fallback applies (then: prose with the mandatory triad — issue ELI10, per-choice Completeness, Recommendation + `(recommended)` — and a "reply with a letter" instruction, then STOP)
+- [ ] You are calling the tool, not writing prose — unless `CONDUCTOR_SESSION: true` (then prose is the DEFAULT, not the tool) OR the documented failure fallback applies (then: prose with the mandatory triad — issue ELI10, per-choice Completeness, Recommendation + `(recommended)` — and a "reply with a letter" instruction, then STOP)
 - [ ] Non-ASCII characters (CJK / accents) written directly, NOT \u-escaped
 - [ ] If you had 5+ options, you split (or batched into ≤4-groups) — did NOT drop any
 - [ ] If you split, you checked dependencies between options before firing the chain
diff --git a/ios-sync/SKILL.md b/ios-sync/SKILL.md
index 9026a8670..a55b2a426 100644
--- a/ios-sync/SKILL.md
+++ b/ios-sync/SKILL.md
@@ -53,6 +53,13 @@ echo "REPO_MODE: $REPO_MODE"
 _SESSION_KIND=$(~/.claude/skills/gstack/bin/gstack-session-kind 2>/dev/null || echo "interactive")
 case "$_SESSION_KIND" in spawned|headless|interactive) ;; *) _SESSION_KIND="interactive" ;; esac
 echo "SESSION_KIND: $_SESSION_KIND"
+# Conductor host: AskUserQuestion is unreliable here (native disabled, MCP
+# variant flaky), so skills render decisions as prose instead of calling the
+# tool. Gated on !headless so an eval/CI run INSIDE Conductor (GSTACK_HEADLESS)
+# still BLOCKs rather than rendering prose to nobody.
+if [ "$_SESSION_KIND" != "headless" ] && { [ -n "${CONDUCTOR_WORKSPACE_PATH:-}" ] || [ -n "${CONDUCTOR_PORT:-}" ]; }; then
+  echo "CONDUCTOR_SESSION: true"
+fi
 _LAKE_SEEN=$([ -f ~/.gstack/.completeness-intro-seen ] && echo "yes" || echo "no")
 echo "LAKE_INTRO: $_LAKE_SEEN"
 _TEL=$(~/.claude/skills/gstack/bin/gstack-config get telemetry 2>/dev/null || true)
@@ -302,7 +309,9 @@ AI orchestrator (e.g., OpenClaw). In spawned sessions:
 
 "AskUserQuestion" can resolve to two tools at runtime: the **host MCP variant** (e.g. `mcp__conductor__AskUserQuestion` — appears in your tool list when the host registers it) or the **native** Claude Code tool.
 
-**Rule:** if any `mcp__*__AskUserQuestion` variant is in your tool list, prefer it. Hosts may disable native AUQ via `--disallowedTools AskUserQuestion` (Conductor does, by default) and route through their MCP variant; calling native there silently fails. Same questions/options shape; same decision-brief format applies.
+**Conductor rule (read before the MCP rule):** if `CONDUCTOR_SESSION: true` was echoed by the preamble, do NOT call AskUserQuestion at all — neither native nor any `mcp__*__AskUserQuestion` variant. Render EVERY decision brief as the **prose form** below and STOP. This is proactive, not a reaction to a failure: Conductor disables native AUQ and its MCP variant is flaky (it returns `[Tool result missing due to internal error]`), so prose is the reliable path. **Auto-decide preferences still apply first:** if a `[plan-tune auto-decide] <id> → <option>` result has already surfaced for a question, proceed with that option (no prose). Because in Conductor you go straight to prose without ever calling the tool, this auto-decide-first ordering is enforced HERE, not only by the PreToolUse hook. When you render a Conductor prose brief, also capture it with `bin/gstack-question-log` (the PostToolUse capture hook never fires on a prose path, so `/plan-tune` history/learning depends on this call).
+
+**Rule (non-Conductor):** if any `mcp__*__AskUserQuestion` variant is in your tool list, prefer it. Hosts may disable native AUQ via `--disallowedTools AskUserQuestion` (Conductor does, by default) and route through their MCP variant; calling native there silently fails. Same questions/options shape; same decision-brief format applies.
 
 If AskUserQuestion is unavailable (no variant in your tool list) OR a call to it fails, do NOT silently auto-decide or write the decision to the plan file as a substitute. Follow the **failure fallback** below.
 
@@ -324,7 +333,11 @@ Tell three outcomes apart:
 2. **Completeness scores per choice** — explicit `Completeness: X/10` on EACH choice (10 complete, 7 happy-path, 3 shortcut); use the kind-note when options differ in kind not coverage, but never silently drop the score.
 3. **The recommendation and why** — a `Recommendation: <choice> because <reason>` line plus the `(recommended)` marker on that choice.
 
-Layout: a `D<N>` title + a one-line note that AskUserQuestion failed and to reply with a letter; the issue ELI10; the Recommendation line; then ONE paragraph per choice carrying its `(recommended)` marker, its `Completeness: X/10`, and 2-4 sentences of reasoning — never a bare bullet list; a closing `Net:` line. Split chains / 5+ options: one prose block per per-option call, in sequence. Then STOP and wait — the user's typed answer is the decision. In plan mode this satisfies end-of-turn like a tool call.
+Layout: a `D<N>` title + a one-line note to reply with a letter (in Conductor this is the normal path; elsewhere it means AskUserQuestion was unavailable or errored); the issue ELI10; the Recommendation line; then ONE paragraph per choice carrying its `(recommended)` marker, its `Completeness: X/10`, and 2-4 sentences of reasoning — never a bare bullet list; a closing `Net:` line. Split chains / 5+ options: one prose block per per-option call, in sequence. Then STOP and wait — the user's typed answer is the decision. In plan mode this satisfies end-of-turn like a tool call.
+
+**Continuation — mapping a typed reply back to a brief.** Each brief carries a stable label (`D<N>`, or `D<N>.k` in a split chain). The user references it (e.g. "3.2: B"). A bare letter maps to the single most-recent UNANSWERED brief; if more than one is open (a split chain), do NOT guess — ask which `D<N>.k` it answers. Never apply a bare letter ambiguously across a chain.
+
+**One-way / destructive confirmations in prose.** When the decision is a one-way door (irreversible or destructive — delete, force-push, drop, overwrite), prose is a WEAKER gate than the tool, so make it stronger: require an explicit typed confirmation (the exact option letter or word), state plainly what is irreversible, and NEVER proceed on a vague, partial, or ambiguous reply — re-ask instead. Treat silence or "ok"/"sure" without the explicit choice as not-yet-confirmed.
 
 ### Format
 
@@ -408,7 +421,7 @@ Before calling AskUserQuestion, verify:
 - [ ] (recommended) label on one option (even for neutral-posture)
 - [ ] Dual-scale effort labels on effort-bearing options (human / CC)
 - [ ] Net line closes the decision
-- [ ] You are calling the tool, not writing prose — unless the documented failure fallback applies (then: prose with the mandatory triad — issue ELI10, per-choice Completeness, Recommendation + `(recommended)` — and a "reply with a letter" instruction, then STOP)
+- [ ] You are calling the tool, not writing prose — unless `CONDUCTOR_SESSION: true` (then prose is the DEFAULT, not the tool) OR the documented failure fallback applies (then: prose with the mandatory triad — issue ELI10, per-choice Completeness, Recommendation + `(recommended)` — and a "reply with a letter" instruction, then STOP)
 - [ ] Non-ASCII characters (CJK / accents) written directly, NOT \u-escaped
 - [ ] If you had 5+ options, you split (or batched into ≤4-groups) — did NOT drop any
 - [ ] If you split, you checked dependencies between options before firing the chain
diff --git a/land-and-deploy/SKILL.md b/land-and-deploy/SKILL.md
index 2f1179573..f2c3e75c7 100644
--- a/land-and-deploy/SKILL.md
+++ b/land-and-deploy/SKILL.md
@@ -48,6 +48,13 @@ echo "REPO_MODE: $REPO_MODE"
 _SESSION_KIND=$(~/.claude/skills/gstack/bin/gstack-session-kind 2>/dev/null || echo "interactive")
 case "$_SESSION_KIND" in spawned|headless|interactive) ;; *) _SESSION_KIND="interactive" ;; esac
 echo "SESSION_KIND: $_SESSION_KIND"
+# Conductor host: AskUserQuestion is unreliable here (native disabled, MCP
+# variant flaky), so skills render decisions as prose instead of calling the
+# tool. Gated on !headless so an eval/CI run INSIDE Conductor (GSTACK_HEADLESS)
+# still BLOCKs rather than rendering prose to nobody.
+if [ "$_SESSION_KIND" != "headless" ] && { [ -n "${CONDUCTOR_WORKSPACE_PATH:-}" ] || [ -n "${CONDUCTOR_PORT:-}" ]; }; then
+  echo "CONDUCTOR_SESSION: true"
+fi
 _LAKE_SEEN=$([ -f ~/.gstack/.completeness-intro-seen ] && echo "yes" || echo "no")
 echo "LAKE_INTRO: $_LAKE_SEEN"
 _TEL=$(~/.claude/skills/gstack/bin/gstack-config get telemetry 2>/dev/null || true)
@@ -297,7 +304,9 @@ AI orchestrator (e.g., OpenClaw). In spawned sessions:
 
 "AskUserQuestion" can resolve to two tools at runtime: the **host MCP variant** (e.g. `mcp__conductor__AskUserQuestion` — appears in your tool list when the host registers it) or the **native** Claude Code tool.
 
-**Rule:** if any `mcp__*__AskUserQuestion` variant is in your tool list, prefer it. Hosts may disable native AUQ via `--disallowedTools AskUserQuestion` (Conductor does, by default) and route through their MCP variant; calling native there silently fails. Same questions/options shape; same decision-brief format applies.
+**Conductor rule (read before the MCP rule):** if `CONDUCTOR_SESSION: true` was echoed by the preamble, do NOT call AskUserQuestion at all — neither native nor any `mcp__*__AskUserQuestion` variant. Render EVERY decision brief as the **prose form** below and STOP. This is proactive, not a reaction to a failure: Conductor disables native AUQ and its MCP variant is flaky (it returns `[Tool result missing due to internal error]`), so prose is the reliable path. **Auto-decide preferences still apply first:** if a `[plan-tune auto-decide] <id> → <option>` result has already surfaced for a question, proceed with that option (no prose). Because in Conductor you go straight to prose without ever calling the tool, this auto-decide-first ordering is enforced HERE, not only by the PreToolUse hook. When you render a Conductor prose brief, also capture it with `bin/gstack-question-log` (the PostToolUse capture hook never fires on a prose path, so `/plan-tune` history/learning depends on this call).
+
+**Rule (non-Conductor):** if any `mcp__*__AskUserQuestion` variant is in your tool list, prefer it. Hosts may disable native AUQ via `--disallowedTools AskUserQuestion` (Conductor does, by default) and route through their MCP variant; calling native there silently fails. Same questions/options shape; same decision-brief format applies.
 
 If AskUserQuestion is unavailable (no variant in your tool list) OR a call to it fails, do NOT silently auto-decide or write the decision to the plan file as a substitute. Follow the **failure fallback** below.
 
@@ -319,7 +328,11 @@ Tell three outcomes apart:
 2. **Completeness scores per choice** — explicit `Completeness: X/10` on EACH choice (10 complete, 7 happy-path, 3 shortcut); use the kind-note when options differ in kind not coverage, but never silently drop the score.
 3. **The recommendation and why** — a `Recommendation: <choice> because <reason>` line plus the `(recommended)` marker on that choice.
 
-Layout: a `D<N>` title + a one-line note that AskUserQuestion failed and to reply with a letter; the issue ELI10; the Recommendation line; then ONE paragraph per choice carrying its `(recommended)` marker, its `Completeness: X/10`, and 2-4 sentences of reasoning — never a bare bullet list; a closing `Net:` line. Split chains / 5+ options: one prose block per per-option call, in sequence. Then STOP and wait — the user's typed answer is the decision. In plan mode this satisfies end-of-turn like a tool call.
+Layout: a `D<N>` title + a one-line note to reply with a letter (in Conductor this is the normal path; elsewhere it means AskUserQuestion was unavailable or errored); the issue ELI10; the Recommendation line; then ONE paragraph per choice carrying its `(recommended)` marker, its `Completeness: X/10`, and 2-4 sentences of reasoning — never a bare bullet list; a closing `Net:` line. Split chains / 5+ options: one prose block per per-option call, in sequence. Then STOP and wait — the user's typed answer is the decision. In plan mode this satisfies end-of-turn like a tool call.
+
+**Continuation — mapping a typed reply back to a brief.** Each brief carries a stable label (`D<N>`, or `D<N>.k` in a split chain). The user references it (e.g. "3.2: B"). A bare letter maps to the single most-recent UNANSWERED brief; if more than one is open (a split chain), do NOT guess — ask which `D<N>.k` it answers. Never apply a bare letter ambiguously across a chain.
+
+**One-way / destructive confirmations in prose.** When the decision is a one-way door (irreversible or destructive — delete, force-push, drop, overwrite), prose is a WEAKER gate than the tool, so make it stronger: require an explicit typed confirmation (the exact option letter or word), state plainly what is irreversible, and NEVER proceed on a vague, partial, or ambiguous reply — re-ask instead. Treat silence or "ok"/"sure" without the explicit choice as not-yet-confirmed.
 
 ### Format
 
@@ -403,7 +416,7 @@ Before calling AskUserQuestion, verify:
 - [ ] (recommended) label on one option (even for neutral-posture)
 - [ ] Dual-scale effort labels on effort-bearing options (human / CC)
 - [ ] Net line closes the decision
-- [ ] You are calling the tool, not writing prose — unless the documented failure fallback applies (then: prose with the mandatory triad — issue ELI10, per-choice Completeness, Recommendation + `(recommended)` — and a "reply with a letter" instruction, then STOP)
+- [ ] You are calling the tool, not writing prose — unless `CONDUCTOR_SESSION: true` (then prose is the DEFAULT, not the tool) OR the documented failure fallback applies (then: prose with the mandatory triad — issue ELI10, per-choice Completeness, Recommendation + `(recommended)` — and a "reply with a letter" instruction, then STOP)
 - [ ] Non-ASCII characters (CJK / accents) written directly, NOT \u-escaped
 - [ ] If you had 5+ options, you split (or batched into ≤4-groups) — did NOT drop any
 - [ ] If you split, you checked dependencies between options before firing the chain
diff --git a/landing-report/SKILL.md b/landing-report/SKILL.md
index 713971163..3d33ab3ad 100644
--- a/landing-report/SKILL.md
+++ b/landing-report/SKILL.md
@@ -49,6 +49,13 @@ echo "REPO_MODE: $REPO_MODE"
 _SESSION_KIND=$(~/.claude/skills/gstack/bin/gstack-session-kind 2>/dev/null || echo "interactive")
 case "$_SESSION_KIND" in spawned|headless|interactive) ;; *) _SESSION_KIND="interactive" ;; esac
 echo "SESSION_KIND: $_SESSION_KIND"
+# Conductor host: AskUserQuestion is unreliable here (native disabled, MCP
+# variant flaky), so skills render decisions as prose instead of calling the
+# tool. Gated on !headless so an eval/CI run INSIDE Conductor (GSTACK_HEADLESS)
+# still BLOCKs rather than rendering prose to nobody.
+if [ "$_SESSION_KIND" != "headless" ] && { [ -n "${CONDUCTOR_WORKSPACE_PATH:-}" ] || [ -n "${CONDUCTOR_PORT:-}" ]; }; then
+  echo "CONDUCTOR_SESSION: true"
+fi
 _LAKE_SEEN=$([ -f ~/.gstack/.completeness-intro-seen ] && echo "yes" || echo "no")
 echo "LAKE_INTRO: $_LAKE_SEEN"
 _TEL=$(~/.claude/skills/gstack/bin/gstack-config get telemetry 2>/dev/null || true)
@@ -298,7 +305,9 @@ AI orchestrator (e.g., OpenClaw). In spawned sessions:
 
 "AskUserQuestion" can resolve to two tools at runtime: the **host MCP variant** (e.g. `mcp__conductor__AskUserQuestion` — appears in your tool list when the host registers it) or the **native** Claude Code tool.
 
-**Rule:** if any `mcp__*__AskUserQuestion` variant is in your tool list, prefer it. Hosts may disable native AUQ via `--disallowedTools AskUserQuestion` (Conductor does, by default) and route through their MCP variant; calling native there silently fails. Same questions/options shape; same decision-brief format applies.
+**Conductor rule (read before the MCP rule):** if `CONDUCTOR_SESSION: true` was echoed by the preamble, do NOT call AskUserQuestion at all — neither native nor any `mcp__*__AskUserQuestion` variant. Render EVERY decision brief as the **prose form** below and STOP. This is proactive, not a reaction to a failure: Conductor disables native AUQ and its MCP variant is flaky (it returns `[Tool result missing due to internal error]`), so prose is the reliable path. **Auto-decide preferences still apply first:** if a `[plan-tune auto-decide] <id> → <option>` result has already surfaced for a question, proceed with that option (no prose). Because in Conductor you go straight to prose without ever calling the tool, this auto-decide-first ordering is enforced HERE, not only by the PreToolUse hook. When you render a Conductor prose brief, also capture it with `bin/gstack-question-log` (the PostToolUse capture hook never fires on a prose path, so `/plan-tune` history/learning depends on this call).
+
+**Rule (non-Conductor):** if any `mcp__*__AskUserQuestion` variant is in your tool list, prefer it. Hosts may disable native AUQ via `--disallowedTools AskUserQuestion` (Conductor does, by default) and route through their MCP variant; calling native there silently fails. Same questions/options shape; same decision-brief format applies.
 
 If AskUserQuestion is unavailable (no variant in your tool list) OR a call to it fails, do NOT silently auto-decide or write the decision to the plan file as a substitute. Follow the **failure fallback** below.
 
@@ -320,7 +329,11 @@ Tell three outcomes apart:
 2. **Completeness scores per choice** — explicit `Completeness: X/10` on EACH choice (10 complete, 7 happy-path, 3 shortcut); use the kind-note when options differ in kind not coverage, but never silently drop the score.
 3. **The recommendation and why** — a `Recommendation: <choice> because <reason>` line plus the `(recommended)` marker on that choice.
 
-Layout: a `D<N>` title + a one-line note that AskUserQuestion failed and to reply with a letter; the issue ELI10; the Recommendation line; then ONE paragraph per choice carrying its `(recommended)` marker, its `Completeness: X/10`, and 2-4 sentences of reasoning — never a bare bullet list; a closing `Net:` line. Split chains / 5+ options: one prose block per per-option call, in sequence. Then STOP and wait — the user's typed answer is the decision. In plan mode this satisfies end-of-turn like a tool call.
+Layout: a `D<N>` title + a one-line note to reply with a letter (in Conductor this is the normal path; elsewhere it means AskUserQuestion was unavailable or errored); the issue ELI10; the Recommendation line; then ONE paragraph per choice carrying its `(recommended)` marker, its `Completeness: X/10`, and 2-4 sentences of reasoning — never a bare bullet list; a closing `Net:` line. Split chains / 5+ options: one prose block per per-option call, in sequence. Then STOP and wait — the user's typed answer is the decision. In plan mode this satisfies end-of-turn like a tool call.
+
+**Continuation — mapping a typed reply back to a brief.** Each brief carries a stable label (`D<N>`, or `D<N>.k` in a split chain). The user references it (e.g. "3.2: B"). A bare letter maps to the single most-recent UNANSWERED brief; if more than one is open (a split chain), do NOT guess — ask which `D<N>.k` it answers. Never apply a bare letter ambiguously across a chain.
+
+**One-way / destructive confirmations in prose.** When the decision is a one-way door (irreversible or destructive — delete, force-push, drop, overwrite), prose is a WEAKER gate than the tool, so make it stronger: require an explicit typed confirmation (the exact option letter or word), state plainly what is irreversible, and NEVER proceed on a vague, partial, or ambiguous reply — re-ask instead. Treat silence or "ok"/"sure" without the explicit choice as not-yet-confirmed.
 
 ### Format
 
@@ -404,7 +417,7 @@ Before calling AskUserQuestion, verify:
 - [ ] (recommended) label on one option (even for neutral-posture)
 - [ ] Dual-scale effort labels on effort-bearing options (human / CC)
 - [ ] Net line closes the decision
-- [ ] You are calling the tool, not writing prose — unless the documented failure fallback applies (then: prose with the mandatory triad — issue ELI10, per-choice Completeness, Recommendation + `(recommended)` — and a "reply with a letter" instruction, then STOP)
+- [ ] You are calling the tool, not writing prose — unless `CONDUCTOR_SESSION: true` (then prose is the DEFAULT, not the tool) OR the documented failure fallback applies (then: prose with the mandatory triad — issue ELI10, per-choice Completeness, Recommendation + `(recommended)` — and a "reply with a letter" instruction, then STOP)
 - [ ] Non-ASCII characters (CJK / accents) written directly, NOT \u-escaped
 - [ ] If you had 5+ options, you split (or batched into ≤4-groups) — did NOT drop any
 - [ ] If you split, you checked dependencies between options before firing the chain
diff --git a/learn/SKILL.md b/learn/SKILL.md
index 5221f126e..4266c1e36 100644
--- a/learn/SKILL.md
+++ b/learn/SKILL.md
@@ -51,6 +51,13 @@ echo "REPO_MODE: $REPO_MODE"
 _SESSION_KIND=$(~/.claude/skills/gstack/bin/gstack-session-kind 2>/dev/null || echo "interactive")
 case "$_SESSION_KIND" in spawned|headless|interactive) ;; *) _SESSION_KIND="interactive" ;; esac
 echo "SESSION_KIND: $_SESSION_KIND"
+# Conductor host: AskUserQuestion is unreliable here (native disabled, MCP
+# variant flaky), so skills render decisions as prose instead of calling the
+# tool. Gated on !headless so an eval/CI run INSIDE Conductor (GSTACK_HEADLESS)
+# still BLOCKs rather than rendering prose to nobody.
+if [ "$_SESSION_KIND" != "headless" ] && { [ -n "${CONDUCTOR_WORKSPACE_PATH:-}" ] || [ -n "${CONDUCTOR_PORT:-}" ]; }; then
+  echo "CONDUCTOR_SESSION: true"
+fi
 _LAKE_SEEN=$([ -f ~/.gstack/.completeness-intro-seen ] && echo "yes" || echo "no")
 echo "LAKE_INTRO: $_LAKE_SEEN"
 _TEL=$(~/.claude/skills/gstack/bin/gstack-config get telemetry 2>/dev/null || true)
@@ -300,7 +307,9 @@ AI orchestrator (e.g., OpenClaw). In spawned sessions:
 
 "AskUserQuestion" can resolve to two tools at runtime: the **host MCP variant** (e.g. `mcp__conductor__AskUserQuestion` — appears in your tool list when the host registers it) or the **native** Claude Code tool.
 
-**Rule:** if any `mcp__*__AskUserQuestion` variant is in your tool list, prefer it. Hosts may disable native AUQ via `--disallowedTools AskUserQuestion` (Conductor does, by default) and route through their MCP variant; calling native there silently fails. Same questions/options shape; same decision-brief format applies.
+**Conductor rule (read before the MCP rule):** if `CONDUCTOR_SESSION: true` was echoed by the preamble, do NOT call AskUserQuestion at all — neither native nor any `mcp__*__AskUserQuestion` variant. Render EVERY decision brief as the **prose form** below and STOP. This is proactive, not a reaction to a failure: Conductor disables native AUQ and its MCP variant is flaky (it returns `[Tool result missing due to internal error]`), so prose is the reliable path. **Auto-decide preferences still apply first:** if a `[plan-tune auto-decide] <id> → <option>` result has already surfaced for a question, proceed with that option (no prose). Because in Conductor you go straight to prose without ever calling the tool, this auto-decide-first ordering is enforced HERE, not only by the PreToolUse hook. When you render a Conductor prose brief, also capture it with `bin/gstack-question-log` (the PostToolUse capture hook never fires on a prose path, so `/plan-tune` history/learning depends on this call).
+
+**Rule (non-Conductor):** if any `mcp__*__AskUserQuestion` variant is in your tool list, prefer it. Hosts may disable native AUQ via `--disallowedTools AskUserQuestion` (Conductor does, by default) and route through their MCP variant; calling native there silently fails. Same questions/options shape; same decision-brief format applies.
 
 If AskUserQuestion is unavailable (no variant in your tool list) OR a call to it fails, do NOT silently auto-decide or write the decision to the plan file as a substitute. Follow the **failure fallback** below.
 
@@ -322,7 +331,11 @@ Tell three outcomes apart:
 2. **Completeness scores per choice** — explicit `Completeness: X/10` on EACH choice (10 complete, 7 happy-path, 3 shortcut); use the kind-note when options differ in kind not coverage, but never silently drop the score.
 3. **The recommendation and why** — a `Recommendation: <choice> because <reason>` line plus the `(recommended)` marker on that choice.
 
-Layout: a `D<N>` title + a one-line note that AskUserQuestion failed and to reply with a letter; the issue ELI10; the Recommendation line; then ONE paragraph per choice carrying its `(recommended)` marker, its `Completeness: X/10`, and 2-4 sentences of reasoning — never a bare bullet list; a closing `Net:` line. Split chains / 5+ options: one prose block per per-option call, in sequence. Then STOP and wait — the user's typed answer is the decision. In plan mode this satisfies end-of-turn like a tool call.
+Layout: a `D<N>` title + a one-line note to reply with a letter (in Conductor this is the normal path; elsewhere it means AskUserQuestion was unavailable or errored); the issue ELI10; the Recommendation line; then ONE paragraph per choice carrying its `(recommended)` marker, its `Completeness: X/10`, and 2-4 sentences of reasoning — never a bare bullet list; a closing `Net:` line. Split chains / 5+ options: one prose block per per-option call, in sequence. Then STOP and wait — the user's typed answer is the decision. In plan mode this satisfies end-of-turn like a tool call.
+
+**Continuation — mapping a typed reply back to a brief.** Each brief carries a stable label (`D<N>`, or `D<N>.k` in a split chain). The user references it (e.g. "3.2: B"). A bare letter maps to the single most-recent UNANSWERED brief; if more than one is open (a split chain), do NOT guess — ask which `D<N>.k` it answers. Never apply a bare letter ambiguously across a chain.
+
+**One-way / destructive confirmations in prose.** When the decision is a one-way door (irreversible or destructive — delete, force-push, drop, overwrite), prose is a WEAKER gate than the tool, so make it stronger: require an explicit typed confirmation (the exact option letter or word), state plainly what is irreversible, and NEVER proceed on a vague, partial, or ambiguous reply — re-ask instead. Treat silence or "ok"/"sure" without the explicit choice as not-yet-confirmed.
 
 ### Format
 
@@ -406,7 +419,7 @@ Before calling AskUserQuestion, verify:
 - [ ] (recommended) label on one option (even for neutral-posture)
 - [ ] Dual-scale effort labels on effort-bearing options (human / CC)
 - [ ] Net line closes the decision
-- [ ] You are calling the tool, not writing prose — unless the documented failure fallback applies (then: prose with the mandatory triad — issue ELI10, per-choice Completeness, Recommendation + `(recommended)` — and a "reply with a letter" instruction, then STOP)
+- [ ] You are calling the tool, not writing prose — unless `CONDUCTOR_SESSION: true` (then prose is the DEFAULT, not the tool) OR the documented failure fallback applies (then: prose with the mandatory triad — issue ELI10, per-choice Completeness, Recommendation + `(recommended)` — and a "reply with a letter" instruction, then STOP)
 - [ ] Non-ASCII characters (CJK / accents) written directly, NOT \u-escaped
 - [ ] If you had 5+ options, you split (or batched into ≤4-groups) — did NOT drop any
 - [ ] If you split, you checked dependencies between options before firing the chain
diff --git a/make-pdf/SKILL.md b/make-pdf/SKILL.md
index 9205cda58..93ecb0926 100644
--- a/make-pdf/SKILL.md
+++ b/make-pdf/SKILL.md
@@ -50,6 +50,13 @@ echo "REPO_MODE: $REPO_MODE"
 _SESSION_KIND=$(~/.claude/skills/gstack/bin/gstack-session-kind 2>/dev/null || echo "interactive")
 case "$_SESSION_KIND" in spawned|headless|interactive) ;; *) _SESSION_KIND="interactive" ;; esac
 echo "SESSION_KIND: $_SESSION_KIND"
+# Conductor host: AskUserQuestion is unreliable here (native disabled, MCP
+# variant flaky), so skills render decisions as prose instead of calling the
+# tool. Gated on !headless so an eval/CI run INSIDE Conductor (GSTACK_HEADLESS)
+# still BLOCKs rather than rendering prose to nobody.
+if [ "$_SESSION_KIND" != "headless" ] && { [ -n "${CONDUCTOR_WORKSPACE_PATH:-}" ] || [ -n "${CONDUCTOR_PORT:-}" ]; }; then
+  echo "CONDUCTOR_SESSION: true"
+fi
 _LAKE_SEEN=$([ -f ~/.gstack/.completeness-intro-seen ] && echo "yes" || echo "no")
 echo "LAKE_INTRO: $_LAKE_SEEN"
 _TEL=$(~/.claude/skills/gstack/bin/gstack-config get telemetry 2>/dev/null || true)
diff --git a/office-hours/SKILL.md b/office-hours/SKILL.md
index 3562f17f6..b02ec8fa6 100644
--- a/office-hours/SKILL.md
+++ b/office-hours/SKILL.md
@@ -86,6 +86,13 @@ echo "REPO_MODE: $REPO_MODE"
 _SESSION_KIND=$(~/.claude/skills/gstack/bin/gstack-session-kind 2>/dev/null || echo "interactive")
 case "$_SESSION_KIND" in spawned|headless|interactive) ;; *) _SESSION_KIND="interactive" ;; esac
 echo "SESSION_KIND: $_SESSION_KIND"
+# Conductor host: AskUserQuestion is unreliable here (native disabled, MCP
+# variant flaky), so skills render decisions as prose instead of calling the
+# tool. Gated on !headless so an eval/CI run INSIDE Conductor (GSTACK_HEADLESS)
+# still BLOCKs rather than rendering prose to nobody.
+if [ "$_SESSION_KIND" != "headless" ] && { [ -n "${CONDUCTOR_WORKSPACE_PATH:-}" ] || [ -n "${CONDUCTOR_PORT:-}" ]; }; then
+  echo "CONDUCTOR_SESSION: true"
+fi
 _LAKE_SEEN=$([ -f ~/.gstack/.completeness-intro-seen ] && echo "yes" || echo "no")
 echo "LAKE_INTRO: $_LAKE_SEEN"
 _TEL=$(~/.claude/skills/gstack/bin/gstack-config get telemetry 2>/dev/null || true)
@@ -335,7 +342,9 @@ AI orchestrator (e.g., OpenClaw). In spawned sessions:
 
 "AskUserQuestion" can resolve to two tools at runtime: the **host MCP variant** (e.g. `mcp__conductor__AskUserQuestion` — appears in your tool list when the host registers it) or the **native** Claude Code tool.
 
-**Rule:** if any `mcp__*__AskUserQuestion` variant is in your tool list, prefer it. Hosts may disable native AUQ via `--disallowedTools AskUserQuestion` (Conductor does, by default) and route through their MCP variant; calling native there silently fails. Same questions/options shape; same decision-brief format applies.
+**Conductor rule (read before the MCP rule):** if `CONDUCTOR_SESSION: true` was echoed by the preamble, do NOT call AskUserQuestion at all — neither native nor any `mcp__*__AskUserQuestion` variant. Render EVERY decision brief as the **prose form** below and STOP. This is proactive, not a reaction to a failure: Conductor disables native AUQ and its MCP variant is flaky (it returns `[Tool result missing due to internal error]`), so prose is the reliable path. **Auto-decide preferences still apply first:** if a `[plan-tune auto-decide] <id> → <option>` result has already surfaced for a question, proceed with that option (no prose). Because in Conductor you go straight to prose without ever calling the tool, this auto-decide-first ordering is enforced HERE, not only by the PreToolUse hook. When you render a Conductor prose brief, also capture it with `bin/gstack-question-log` (the PostToolUse capture hook never fires on a prose path, so `/plan-tune` history/learning depends on this call).
+
+**Rule (non-Conductor):** if any `mcp__*__AskUserQuestion` variant is in your tool list, prefer it. Hosts may disable native AUQ via `--disallowedTools AskUserQuestion` (Conductor does, by default) and route through their MCP variant; calling native there silently fails. Same questions/options shape; same decision-brief format applies.
 
 If AskUserQuestion is unavailable (no variant in your tool list) OR a call to it fails, do NOT silently auto-decide or write the decision to the plan file as a substitute. Follow the **failure fallback** below.
 
@@ -357,7 +366,11 @@ Tell three outcomes apart:
 2. **Completeness scores per choice** — explicit `Completeness: X/10` on EACH choice (10 complete, 7 happy-path, 3 shortcut); use the kind-note when options differ in kind not coverage, but never silently drop the score.
 3. **The recommendation and why** — a `Recommendation: <choice> because <reason>` line plus the `(recommended)` marker on that choice.
 
-Layout: a `D<N>` title + a one-line note that AskUserQuestion failed and to reply with a letter; the issue ELI10; the Recommendation line; then ONE paragraph per choice carrying its `(recommended)` marker, its `Completeness: X/10`, and 2-4 sentences of reasoning — never a bare bullet list; a closing `Net:` line. Split chains / 5+ options: one prose block per per-option call, in sequence. Then STOP and wait — the user's typed answer is the decision. In plan mode this satisfies end-of-turn like a tool call.
+Layout: a `D<N>` title + a one-line note to reply with a letter (in Conductor this is the normal path; elsewhere it means AskUserQuestion was unavailable or errored); the issue ELI10; the Recommendation line; then ONE paragraph per choice carrying its `(recommended)` marker, its `Completeness: X/10`, and 2-4 sentences of reasoning — never a bare bullet list; a closing `Net:` line. Split chains / 5+ options: one prose block per per-option call, in sequence. Then STOP and wait — the user's typed answer is the decision. In plan mode this satisfies end-of-turn like a tool call.
+
+**Continuation — mapping a typed reply back to a brief.** Each brief carries a stable label (`D<N>`, or `D<N>.k` in a split chain). The user references it (e.g. "3.2: B"). A bare letter maps to the single most-recent UNANSWERED brief; if more than one is open (a split chain), do NOT guess — ask which `D<N>.k` it answers. Never apply a bare letter ambiguously across a chain.
+
+**One-way / destructive confirmations in prose.** When the decision is a one-way door (irreversible or destructive — delete, force-push, drop, overwrite), prose is a WEAKER gate than the tool, so make it stronger: require an explicit typed confirmation (the exact option letter or word), state plainly what is irreversible, and NEVER proceed on a vague, partial, or ambiguous reply — re-ask instead. Treat silence or "ok"/"sure" without the explicit choice as not-yet-confirmed.
 
 ### Format
 
@@ -441,7 +454,7 @@ Before calling AskUserQuestion, verify:
 - [ ] (recommended) label on one option (even for neutral-posture)
 - [ ] Dual-scale effort labels on effort-bearing options (human / CC)
 - [ ] Net line closes the decision
-- [ ] You are calling the tool, not writing prose — unless the documented failure fallback applies (then: prose with the mandatory triad — issue ELI10, per-choice Completeness, Recommendation + `(recommended)` — and a "reply with a letter" instruction, then STOP)
+- [ ] You are calling the tool, not writing prose — unless `CONDUCTOR_SESSION: true` (then prose is the DEFAULT, not the tool) OR the documented failure fallback applies (then: prose with the mandatory triad — issue ELI10, per-choice Completeness, Recommendation + `(recommended)` — and a "reply with a letter" instruction, then STOP)
 - [ ] Non-ASCII characters (CJK / accents) written directly, NOT \u-escaped
 - [ ] If you had 5+ options, you split (or batched into ≤4-groups) — did NOT drop any
 - [ ] If you split, you checked dependencies between options before firing the chain
diff --git a/open-gstack-browser/SKILL.md b/open-gstack-browser/SKILL.md
index 36e87b6f0..09ed56123 100644
--- a/open-gstack-browser/SKILL.md
+++ b/open-gstack-browser/SKILL.md
@@ -48,6 +48,13 @@ echo "REPO_MODE: $REPO_MODE"
 _SESSION_KIND=$(~/.claude/skills/gstack/bin/gstack-session-kind 2>/dev/null || echo "interactive")
 case "$_SESSION_KIND" in spawned|headless|interactive) ;; *) _SESSION_KIND="interactive" ;; esac
 echo "SESSION_KIND: $_SESSION_KIND"
+# Conductor host: AskUserQuestion is unreliable here (native disabled, MCP
+# variant flaky), so skills render decisions as prose instead of calling the
+# tool. Gated on !headless so an eval/CI run INSIDE Conductor (GSTACK_HEADLESS)
+# still BLOCKs rather than rendering prose to nobody.
+if [ "$_SESSION_KIND" != "headless" ] && { [ -n "${CONDUCTOR_WORKSPACE_PATH:-}" ] || [ -n "${CONDUCTOR_PORT:-}" ]; }; then
+  echo "CONDUCTOR_SESSION: true"
+fi
 _LAKE_SEEN=$([ -f ~/.gstack/.completeness-intro-seen ] && echo "yes" || echo "no")
 echo "LAKE_INTRO: $_LAKE_SEEN"
 _TEL=$(~/.claude/skills/gstack/bin/gstack-config get telemetry 2>/dev/null || true)
@@ -297,7 +304,9 @@ AI orchestrator (e.g., OpenClaw). In spawned sessions:
 
 "AskUserQuestion" can resolve to two tools at runtime: the **host MCP variant** (e.g. `mcp__conductor__AskUserQuestion` — appears in your tool list when the host registers it) or the **native** Claude Code tool.
 
-**Rule:** if any `mcp__*__AskUserQuestion` variant is in your tool list, prefer it. Hosts may disable native AUQ via `--disallowedTools AskUserQuestion` (Conductor does, by default) and route through their MCP variant; calling native there silently fails. Same questions/options shape; same decision-brief format applies.
+**Conductor rule (read before the MCP rule):** if `CONDUCTOR_SESSION: true` was echoed by the preamble, do NOT call AskUserQuestion at all — neither native nor any `mcp__*__AskUserQuestion` variant. Render EVERY decision brief as the **prose form** below and STOP. This is proactive, not a reaction to a failure: Conductor disables native AUQ and its MCP variant is flaky (it returns `[Tool result missing due to internal error]`), so prose is the reliable path. **Auto-decide preferences still apply first:** if a `[plan-tune auto-decide] <id> → <option>` result has already surfaced for a question, proceed with that option (no prose). Because in Conductor you go straight to prose without ever calling the tool, this auto-decide-first ordering is enforced HERE, not only by the PreToolUse hook. When you render a Conductor prose brief, also capture it with `bin/gstack-question-log` (the PostToolUse capture hook never fires on a prose path, so `/plan-tune` history/learning depends on this call).
+
+**Rule (non-Conductor):** if any `mcp__*__AskUserQuestion` variant is in your tool list, prefer it. Hosts may disable native AUQ via `--disallowedTools AskUserQuestion` (Conductor does, by default) and route through their MCP variant; calling native there silently fails. Same questions/options shape; same decision-brief format applies.
 
 If AskUserQuestion is unavailable (no variant in your tool list) OR a call to it fails, do NOT silently auto-decide or write the decision to the plan file as a substitute. Follow the **failure fallback** below.
 
@@ -319,7 +328,11 @@ Tell three outcomes apart:
 2. **Completeness scores per choice** — explicit `Completeness: X/10` on EACH choice (10 complete, 7 happy-path, 3 shortcut); use the kind-note when options differ in kind not coverage, but never silently drop the score.
 3. **The recommendation and why** — a `Recommendation: <choice> because <reason>` line plus the `(recommended)` marker on that choice.
 
-Layout: a `D<N>` title + a one-line note that AskUserQuestion failed and to reply with a letter; the issue ELI10; the Recommendation line; then ONE paragraph per choice carrying its `(recommended)` marker, its `Completeness: X/10`, and 2-4 sentences of reasoning — never a bare bullet list; a closing `Net:` line. Split chains / 5+ options: one prose block per per-option call, in sequence. Then STOP and wait — the user's typed answer is the decision. In plan mode this satisfies end-of-turn like a tool call.
+Layout: a `D<N>` title + a one-line note to reply with a letter (in Conductor this is the normal path; elsewhere it means AskUserQuestion was unavailable or errored); the issue ELI10; the Recommendation line; then ONE paragraph per choice carrying its `(recommended)` marker, its `Completeness: X/10`, and 2-4 sentences of reasoning — never a bare bullet list; a closing `Net:` line. Split chains / 5+ options: one prose block per per-option call, in sequence. Then STOP and wait — the user's typed answer is the decision. In plan mode this satisfies end-of-turn like a tool call.
+
+**Continuation — mapping a typed reply back to a brief.** Each brief carries a stable label (`D<N>`, or `D<N>.k` in a split chain). The user references it (e.g. "3.2: B"). A bare letter maps to the single most-recent UNANSWERED brief; if more than one is open (a split chain), do NOT guess — ask which `D<N>.k` it answers. Never apply a bare letter ambiguously across a chain.
+
+**One-way / destructive confirmations in prose.** When the decision is a one-way door (irreversible or destructive — delete, force-push, drop, overwrite), prose is a WEAKER gate than the tool, so make it stronger: require an explicit typed confirmation (the exact option letter or word), state plainly what is irreversible, and NEVER proceed on a vague, partial, or ambiguous reply — re-ask instead. Treat silence or "ok"/"sure" without the explicit choice as not-yet-confirmed.
 
 ### Format
 
@@ -403,7 +416,7 @@ Before calling AskUserQuestion, verify:
 - [ ] (recommended) label on one option (even for neutral-posture)
 - [ ] Dual-scale effort labels on effort-bearing options (human / CC)
 - [ ] Net line closes the decision
-- [ ] You are calling the tool, not writing prose — unless the documented failure fallback applies (then: prose with the mandatory triad — issue ELI10, per-choice Completeness, Recommendation + `(recommended)` — and a "reply with a letter" instruction, then STOP)
+- [ ] You are calling the tool, not writing prose — unless `CONDUCTOR_SESSION: true` (then prose is the DEFAULT, not the tool) OR the documented failure fallback applies (then: prose with the mandatory triad — issue ELI10, per-choice Completeness, Recommendation + `(recommended)` — and a "reply with a letter" instruction, then STOP)
 - [ ] Non-ASCII characters (CJK / accents) written directly, NOT \u-escaped
 - [ ] If you had 5+ options, you split (or batched into ≤4-groups) — did NOT drop any
 - [ ] If you split, you checked dependencies between options before firing the chain
diff --git a/pair-agent/SKILL.md b/pair-agent/SKILL.md
index 2daa26de4..b6e192070 100644
--- a/pair-agent/SKILL.md
+++ b/pair-agent/SKILL.md
@@ -50,6 +50,13 @@ echo "REPO_MODE: $REPO_MODE"
 _SESSION_KIND=$(~/.claude/skills/gstack/bin/gstack-session-kind 2>/dev/null || echo "interactive")
 case "$_SESSION_KIND" in spawned|headless|interactive) ;; *) _SESSION_KIND="interactive" ;; esac
 echo "SESSION_KIND: $_SESSION_KIND"
+# Conductor host: AskUserQuestion is unreliable here (native disabled, MCP
+# variant flaky), so skills render decisions as prose instead of calling the
+# tool. Gated on !headless so an eval/CI run INSIDE Conductor (GSTACK_HEADLESS)
+# still BLOCKs rather than rendering prose to nobody.
+if [ "$_SESSION_KIND" != "headless" ] && { [ -n "${CONDUCTOR_WORKSPACE_PATH:-}" ] || [ -n "${CONDUCTOR_PORT:-}" ]; }; then
+  echo "CONDUCTOR_SESSION: true"
+fi
 _LAKE_SEEN=$([ -f ~/.gstack/.completeness-intro-seen ] && echo "yes" || echo "no")
 echo "LAKE_INTRO: $_LAKE_SEEN"
 _TEL=$(~/.claude/skills/gstack/bin/gstack-config get telemetry 2>/dev/null || true)
@@ -299,7 +306,9 @@ AI orchestrator (e.g., OpenClaw). In spawned sessions:
 
 "AskUserQuestion" can resolve to two tools at runtime: the **host MCP variant** (e.g. `mcp__conductor__AskUserQuestion` — appears in your tool list when the host registers it) or the **native** Claude Code tool.
 
-**Rule:** if any `mcp__*__AskUserQuestion` variant is in your tool list, prefer it. Hosts may disable native AUQ via `--disallowedTools AskUserQuestion` (Conductor does, by default) and route through their MCP variant; calling native there silently fails. Same questions/options shape; same decision-brief format applies.
+**Conductor rule (read before the MCP rule):** if `CONDUCTOR_SESSION: true` was echoed by the preamble, do NOT call AskUserQuestion at all — neither native nor any `mcp__*__AskUserQuestion` variant. Render EVERY decision brief as the **prose form** below and STOP. This is proactive, not a reaction to a failure: Conductor disables native AUQ and its MCP variant is flaky (it returns `[Tool result missing due to internal error]`), so prose is the reliable path. **Auto-decide preferences still apply first:** if a `[plan-tune auto-decide] <id> → <option>` result has already surfaced for a question, proceed with that option (no prose). Because in Conductor you go straight to prose without ever calling the tool, this auto-decide-first ordering is enforced HERE, not only by the PreToolUse hook. When you render a Conductor prose brief, also capture it with `bin/gstack-question-log` (the PostToolUse capture hook never fires on a prose path, so `/plan-tune` history/learning depends on this call).
+
+**Rule (non-Conductor):** if any `mcp__*__AskUserQuestion` variant is in your tool list, prefer it. Hosts may disable native AUQ via `--disallowedTools AskUserQuestion` (Conductor does, by default) and route through their MCP variant; calling native there silently fails. Same questions/options shape; same decision-brief format applies.
 
 If AskUserQuestion is unavailable (no variant in your tool list) OR a call to it fails, do NOT silently auto-decide or write the decision to the plan file as a substitute. Follow the **failure fallback** below.
 
@@ -321,7 +330,11 @@ Tell three outcomes apart:
 2. **Completeness scores per choice** — explicit `Completeness: X/10` on EACH choice (10 complete, 7 happy-path, 3 shortcut); use the kind-note when options differ in kind not coverage, but never silently drop the score.
 3. **The recommendation and why** — a `Recommendation: <choice> because <reason>` line plus the `(recommended)` marker on that choice.
 
-Layout: a `D<N>` title + a one-line note that AskUserQuestion failed and to reply with a letter; the issue ELI10; the Recommendation line; then ONE paragraph per choice carrying its `(recommended)` marker, its `Completeness: X/10`, and 2-4 sentences of reasoning — never a bare bullet list; a closing `Net:` line. Split chains / 5+ options: one prose block per per-option call, in sequence. Then STOP and wait — the user's typed answer is the decision. In plan mode this satisfies end-of-turn like a tool call.
+Layout: a `D<N>` title + a one-line note to reply with a letter (in Conductor this is the normal path; elsewhere it means AskUserQuestion was unavailable or errored); the issue ELI10; the Recommendation line; then ONE paragraph per choice carrying its `(recommended)` marker, its `Completeness: X/10`, and 2-4 sentences of reasoning — never a bare bullet list; a closing `Net:` line. Split chains / 5+ options: one prose block per per-option call, in sequence. Then STOP and wait — the user's typed answer is the decision. In plan mode this satisfies end-of-turn like a tool call.
+
+**Continuation — mapping a typed reply back to a brief.** Each brief carries a stable label (`D<N>`, or `D<N>.k` in a split chain). The user references it (e.g. "3.2: B"). A bare letter maps to the single most-recent UNANSWERED brief; if more than one is open (a split chain), do NOT guess — ask which `D<N>.k` it answers. Never apply a bare letter ambiguously across a chain.
+
+**One-way / destructive confirmations in prose.** When the decision is a one-way door (irreversible or destructive — delete, force-push, drop, overwrite), prose is a WEAKER gate than the tool, so make it stronger: require an explicit typed confirmation (the exact option letter or word), state plainly what is irreversible, and NEVER proceed on a vague, partial, or ambiguous reply — re-ask instead. Treat silence or "ok"/"sure" without the explicit choice as not-yet-confirmed.
 
 ### Format
 
@@ -405,7 +418,7 @@ Before calling AskUserQuestion, verify:
 - [ ] (recommended) label on one option (even for neutral-posture)
 - [ ] Dual-scale effort labels on effort-bearing options (human / CC)
 - [ ] Net line closes the decision
-- [ ] You are calling the tool, not writing prose — unless the documented failure fallback applies (then: prose with the mandatory triad — issue ELI10, per-choice Completeness, Recommendation + `(recommended)` — and a "reply with a letter" instruction, then STOP)
+- [ ] You are calling the tool, not writing prose — unless `CONDUCTOR_SESSION: true` (then prose is the DEFAULT, not the tool) OR the documented failure fallback applies (then: prose with the mandatory triad — issue ELI10, per-choice Completeness, Recommendation + `(recommended)` — and a "reply with a letter" instruction, then STOP)
 - [ ] Non-ASCII characters (CJK / accents) written directly, NOT \u-escaped
 - [ ] If you had 5+ options, you split (or batched into ≤4-groups) — did NOT drop any
 - [ ] If you split, you checked dependencies between options before firing the chain
diff --git a/plan-ceo-review/SKILL.md b/plan-ceo-review/SKILL.md
index a3c4107eb..126c9282c 100644
--- a/plan-ceo-review/SKILL.md
+++ b/plan-ceo-review/SKILL.md
@@ -80,6 +80,13 @@ echo "REPO_MODE: $REPO_MODE"
 _SESSION_KIND=$(~/.claude/skills/gstack/bin/gstack-session-kind 2>/dev/null || echo "interactive")
 case "$_SESSION_KIND" in spawned|headless|interactive) ;; *) _SESSION_KIND="interactive" ;; esac
 echo "SESSION_KIND: $_SESSION_KIND"
+# Conductor host: AskUserQuestion is unreliable here (native disabled, MCP
+# variant flaky), so skills render decisions as prose instead of calling the
+# tool. Gated on !headless so an eval/CI run INSIDE Conductor (GSTACK_HEADLESS)
+# still BLOCKs rather than rendering prose to nobody.
+if [ "$_SESSION_KIND" != "headless" ] && { [ -n "${CONDUCTOR_WORKSPACE_PATH:-}" ] || [ -n "${CONDUCTOR_PORT:-}" ]; }; then
+  echo "CONDUCTOR_SESSION: true"
+fi
 _LAKE_SEEN=$([ -f ~/.gstack/.completeness-intro-seen ] && echo "yes" || echo "no")
 echo "LAKE_INTRO: $_LAKE_SEEN"
 _TEL=$(~/.claude/skills/gstack/bin/gstack-config get telemetry 2>/dev/null || true)
@@ -329,7 +336,9 @@ AI orchestrator (e.g., OpenClaw). In spawned sessions:
 
 "AskUserQuestion" can resolve to two tools at runtime: the **host MCP variant** (e.g. `mcp__conductor__AskUserQuestion` — appears in your tool list when the host registers it) or the **native** Claude Code tool.
 
-**Rule:** if any `mcp__*__AskUserQuestion` variant is in your tool list, prefer it. Hosts may disable native AUQ via `--disallowedTools AskUserQuestion` (Conductor does, by default) and route through their MCP variant; calling native there silently fails. Same questions/options shape; same decision-brief format applies.
+**Conductor rule (read before the MCP rule):** if `CONDUCTOR_SESSION: true` was echoed by the preamble, do NOT call AskUserQuestion at all — neither native nor any `mcp__*__AskUserQuestion` variant. Render EVERY decision brief as the **prose form** below and STOP. This is proactive, not a reaction to a failure: Conductor disables native AUQ and its MCP variant is flaky (it returns `[Tool result missing due to internal error]`), so prose is the reliable path. **Auto-decide preferences still apply first:** if a `[plan-tune auto-decide] <id> → <option>` result has already surfaced for a question, proceed with that option (no prose). Because in Conductor you go straight to prose without ever calling the tool, this auto-decide-first ordering is enforced HERE, not only by the PreToolUse hook. When you render a Conductor prose brief, also capture it with `bin/gstack-question-log` (the PostToolUse capture hook never fires on a prose path, so `/plan-tune` history/learning depends on this call).
+
+**Rule (non-Conductor):** if any `mcp__*__AskUserQuestion` variant is in your tool list, prefer it. Hosts may disable native AUQ via `--disallowedTools AskUserQuestion` (Conductor does, by default) and route through their MCP variant; calling native there silently fails. Same questions/options shape; same decision-brief format applies.
 
 If AskUserQuestion is unavailable (no variant in your tool list) OR a call to it fails, do NOT silently auto-decide or write the decision to the plan file as a substitute. Follow the **failure fallback** below.
 
@@ -351,7 +360,11 @@ Tell three outcomes apart:
 2. **Completeness scores per choice** — explicit `Completeness: X/10` on EACH choice (10 complete, 7 happy-path, 3 shortcut); use the kind-note when options differ in kind not coverage, but never silently drop the score.
 3. **The recommendation and why** — a `Recommendation: <choice> because <reason>` line plus the `(recommended)` marker on that choice.
 
-Layout: a `D<N>` title + a one-line note that AskUserQuestion failed and to reply with a letter; the issue ELI10; the Recommendation line; then ONE paragraph per choice carrying its `(recommended)` marker, its `Completeness: X/10`, and 2-4 sentences of reasoning — never a bare bullet list; a closing `Net:` line. Split chains / 5+ options: one prose block per per-option call, in sequence. Then STOP and wait — the user's typed answer is the decision. In plan mode this satisfies end-of-turn like a tool call.
+Layout: a `D<N>` title + a one-line note to reply with a letter (in Conductor this is the normal path; elsewhere it means AskUserQuestion was unavailable or errored); the issue ELI10; the Recommendation line; then ONE paragraph per choice carrying its `(recommended)` marker, its `Completeness: X/10`, and 2-4 sentences of reasoning — never a bare bullet list; a closing `Net:` line. Split chains / 5+ options: one prose block per per-option call, in sequence. Then STOP and wait — the user's typed answer is the decision. In plan mode this satisfies end-of-turn like a tool call.
+
+**Continuation — mapping a typed reply back to a brief.** Each brief carries a stable label (`D<N>`, or `D<N>.k` in a split chain). The user references it (e.g. "3.2: B"). A bare letter maps to the single most-recent UNANSWERED brief; if more than one is open (a split chain), do NOT guess — ask which `D<N>.k` it answers. Never apply a bare letter ambiguously across a chain.
+
+**One-way / destructive confirmations in prose.** When the decision is a one-way door (irreversible or destructive — delete, force-push, drop, overwrite), prose is a WEAKER gate than the tool, so make it stronger: require an explicit typed confirmation (the exact option letter or word), state plainly what is irreversible, and NEVER proceed on a vague, partial, or ambiguous reply — re-ask instead. Treat silence or "ok"/"sure" without the explicit choice as not-yet-confirmed.
 
 ### Format
 
@@ -435,7 +448,7 @@ Before calling AskUserQuestion, verify:
 - [ ] (recommended) label on one option (even for neutral-posture)
 - [ ] Dual-scale effort labels on effort-bearing options (human / CC)
 - [ ] Net line closes the decision
-- [ ] You are calling the tool, not writing prose — unless the documented failure fallback applies (then: prose with the mandatory triad — issue ELI10, per-choice Completeness, Recommendation + `(recommended)` — and a "reply with a letter" instruction, then STOP)
+- [ ] You are calling the tool, not writing prose — unless `CONDUCTOR_SESSION: true` (then prose is the DEFAULT, not the tool) OR the documented failure fallback applies (then: prose with the mandatory triad — issue ELI10, per-choice Completeness, Recommendation + `(recommended)` — and a "reply with a letter" instruction, then STOP)
 - [ ] Non-ASCII characters (CJK / accents) written directly, NOT \u-escaped
 - [ ] If you had 5+ options, you split (or batched into ≤4-groups) — did NOT drop any
 - [ ] If you split, you checked dependencies between options before firing the chain
diff --git a/plan-design-review/SKILL.md b/plan-design-review/SKILL.md
index 539175b4a..baaba9568 100644
--- a/plan-design-review/SKILL.md
+++ b/plan-design-review/SKILL.md
@@ -52,6 +52,13 @@ echo "REPO_MODE: $REPO_MODE"
 _SESSION_KIND=$(~/.claude/skills/gstack/bin/gstack-session-kind 2>/dev/null || echo "interactive")
 case "$_SESSION_KIND" in spawned|headless|interactive) ;; *) _SESSION_KIND="interactive" ;; esac
 echo "SESSION_KIND: $_SESSION_KIND"
+# Conductor host: AskUserQuestion is unreliable here (native disabled, MCP
+# variant flaky), so skills render decisions as prose instead of calling the
+# tool. Gated on !headless so an eval/CI run INSIDE Conductor (GSTACK_HEADLESS)
+# still BLOCKs rather than rendering prose to nobody.
+if [ "$_SESSION_KIND" != "headless" ] && { [ -n "${CONDUCTOR_WORKSPACE_PATH:-}" ] || [ -n "${CONDUCTOR_PORT:-}" ]; }; then
+  echo "CONDUCTOR_SESSION: true"
+fi
 _LAKE_SEEN=$([ -f ~/.gstack/.completeness-intro-seen ] && echo "yes" || echo "no")
 echo "LAKE_INTRO: $_LAKE_SEEN"
 _TEL=$(~/.claude/skills/gstack/bin/gstack-config get telemetry 2>/dev/null || true)
@@ -301,7 +308,9 @@ AI orchestrator (e.g., OpenClaw). In spawned sessions:
 
 "AskUserQuestion" can resolve to two tools at runtime: the **host MCP variant** (e.g. `mcp__conductor__AskUserQuestion` — appears in your tool list when the host registers it) or the **native** Claude Code tool.
 
-**Rule:** if any `mcp__*__AskUserQuestion` variant is in your tool list, prefer it. Hosts may disable native AUQ via `--disallowedTools AskUserQuestion` (Conductor does, by default) and route through their MCP variant; calling native there silently fails. Same questions/options shape; same decision-brief format applies.
+**Conductor rule (read before the MCP rule):** if `CONDUCTOR_SESSION: true` was echoed by the preamble, do NOT call AskUserQuestion at all — neither native nor any `mcp__*__AskUserQuestion` variant. Render EVERY decision brief as the **prose form** below and STOP. This is proactive, not a reaction to a failure: Conductor disables native AUQ and its MCP variant is flaky (it returns `[Tool result missing due to internal error]`), so prose is the reliable path. **Auto-decide preferences still apply first:** if a `[plan-tune auto-decide] <id> → <option>` result has already surfaced for a question, proceed with that option (no prose). Because in Conductor you go straight to prose without ever calling the tool, this auto-decide-first ordering is enforced HERE, not only by the PreToolUse hook. When you render a Conductor prose brief, also capture it with `bin/gstack-question-log` (the PostToolUse capture hook never fires on a prose path, so `/plan-tune` history/learning depends on this call).
+
+**Rule (non-Conductor):** if any `mcp__*__AskUserQuestion` variant is in your tool list, prefer it. Hosts may disable native AUQ via `--disallowedTools AskUserQuestion` (Conductor does, by default) and route through their MCP variant; calling native there silently fails. Same questions/options shape; same decision-brief format applies.
 
 If AskUserQuestion is unavailable (no variant in your tool list) OR a call to it fails, do NOT silently auto-decide or write the decision to the plan file as a substitute. Follow the **failure fallback** below.
 
@@ -323,7 +332,11 @@ Tell three outcomes apart:
 2. **Completeness scores per choice** — explicit `Completeness: X/10` on EACH choice (10 complete, 7 happy-path, 3 shortcut); use the kind-note when options differ in kind not coverage, but never silently drop the score.
 3. **The recommendation and why** — a `Recommendation: <choice> because <reason>` line plus the `(recommended)` marker on that choice.
 
-Layout: a `D<N>` title + a one-line note that AskUserQuestion failed and to reply with a letter; the issue ELI10; the Recommendation line; then ONE paragraph per choice carrying its `(recommended)` marker, its `Completeness: X/10`, and 2-4 sentences of reasoning — never a bare bullet list; a closing `Net:` line. Split chains / 5+ options: one prose block per per-option call, in sequence. Then STOP and wait — the user's typed answer is the decision. In plan mode this satisfies end-of-turn like a tool call.
+Layout: a `D<N>` title + a one-line note to reply with a letter (in Conductor this is the normal path; elsewhere it means AskUserQuestion was unavailable or errored); the issue ELI10; the Recommendation line; then ONE paragraph per choice carrying its `(recommended)` marker, its `Completeness: X/10`, and 2-4 sentences of reasoning — never a bare bullet list; a closing `Net:` line. Split chains / 5+ options: one prose block per per-option call, in sequence. Then STOP and wait — the user's typed answer is the decision. In plan mode this satisfies end-of-turn like a tool call.
+
+**Continuation — mapping a typed reply back to a brief.** Each brief carries a stable label (`D<N>`, or `D<N>.k` in a split chain). The user references it (e.g. "3.2: B"). A bare letter maps to the single most-recent UNANSWERED brief; if more than one is open (a split chain), do NOT guess — ask which `D<N>.k` it answers. Never apply a bare letter ambiguously across a chain.
+
+**One-way / destructive confirmations in prose.** When the decision is a one-way door (irreversible or destructive — delete, force-push, drop, overwrite), prose is a WEAKER gate than the tool, so make it stronger: require an explicit typed confirmation (the exact option letter or word), state plainly what is irreversible, and NEVER proceed on a vague, partial, or ambiguous reply — re-ask instead. Treat silence or "ok"/"sure" without the explicit choice as not-yet-confirmed.
 
 ### Format
 
@@ -407,7 +420,7 @@ Before calling AskUserQuestion, verify:
 - [ ] (recommended) label on one option (even for neutral-posture)
 - [ ] Dual-scale effort labels on effort-bearing options (human / CC)
 - [ ] Net line closes the decision
-- [ ] You are calling the tool, not writing prose — unless the documented failure fallback applies (then: prose with the mandatory triad — issue ELI10, per-choice Completeness, Recommendation + `(recommended)` — and a "reply with a letter" instruction, then STOP)
+- [ ] You are calling the tool, not writing prose — unless `CONDUCTOR_SESSION: true` (then prose is the DEFAULT, not the tool) OR the documented failure fallback applies (then: prose with the mandatory triad — issue ELI10, per-choice Completeness, Recommendation + `(recommended)` — and a "reply with a letter" instruction, then STOP)
 - [ ] Non-ASCII characters (CJK / accents) written directly, NOT \u-escaped
 - [ ] If you had 5+ options, you split (or batched into ≤4-groups) — did NOT drop any
 - [ ] If you split, you checked dependencies between options before firing the chain
diff --git a/plan-devex-review/SKILL.md b/plan-devex-review/SKILL.md
index 7f75f1023..3492fd51d 100644
--- a/plan-devex-review/SKILL.md
+++ b/plan-devex-review/SKILL.md
@@ -58,6 +58,13 @@ echo "REPO_MODE: $REPO_MODE"
 _SESSION_KIND=$(~/.claude/skills/gstack/bin/gstack-session-kind 2>/dev/null || echo "interactive")
 case "$_SESSION_KIND" in spawned|headless|interactive) ;; *) _SESSION_KIND="interactive" ;; esac
 echo "SESSION_KIND: $_SESSION_KIND"
+# Conductor host: AskUserQuestion is unreliable here (native disabled, MCP
+# variant flaky), so skills render decisions as prose instead of calling the
+# tool. Gated on !headless so an eval/CI run INSIDE Conductor (GSTACK_HEADLESS)
+# still BLOCKs rather than rendering prose to nobody.
+if [ "$_SESSION_KIND" != "headless" ] && { [ -n "${CONDUCTOR_WORKSPACE_PATH:-}" ] || [ -n "${CONDUCTOR_PORT:-}" ]; }; then
+  echo "CONDUCTOR_SESSION: true"
+fi
 _LAKE_SEEN=$([ -f ~/.gstack/.completeness-intro-seen ] && echo "yes" || echo "no")
 echo "LAKE_INTRO: $_LAKE_SEEN"
 _TEL=$(~/.claude/skills/gstack/bin/gstack-config get telemetry 2>/dev/null || true)
@@ -307,7 +314,9 @@ AI orchestrator (e.g., OpenClaw). In spawned sessions:
 
 "AskUserQuestion" can resolve to two tools at runtime: the **host MCP variant** (e.g. `mcp__conductor__AskUserQuestion` — appears in your tool list when the host registers it) or the **native** Claude Code tool.
 
-**Rule:** if any `mcp__*__AskUserQuestion` variant is in your tool list, prefer it. Hosts may disable native AUQ via `--disallowedTools AskUserQuestion` (Conductor does, by default) and route through their MCP variant; calling native there silently fails. Same questions/options shape; same decision-brief format applies.
+**Conductor rule (read before the MCP rule):** if `CONDUCTOR_SESSION: true` was echoed by the preamble, do NOT call AskUserQuestion at all — neither native nor any `mcp__*__AskUserQuestion` variant. Render EVERY decision brief as the **prose form** below and STOP. This is proactive, not a reaction to a failure: Conductor disables native AUQ and its MCP variant is flaky (it returns `[Tool result missing due to internal error]`), so prose is the reliable path. **Auto-decide preferences still apply first:** if a `[plan-tune auto-decide] <id> → <option>` result has already surfaced for a question, proceed with that option (no prose). Because in Conductor you go straight to prose without ever calling the tool, this auto-decide-first ordering is enforced HERE, not only by the PreToolUse hook. When you render a Conductor prose brief, also capture it with `bin/gstack-question-log` (the PostToolUse capture hook never fires on a prose path, so `/plan-tune` history/learning depends on this call).
+
+**Rule (non-Conductor):** if any `mcp__*__AskUserQuestion` variant is in your tool list, prefer it. Hosts may disable native AUQ via `--disallowedTools AskUserQuestion` (Conductor does, by default) and route through their MCP variant; calling native there silently fails. Same questions/options shape; same decision-brief format applies.
 
 If AskUserQuestion is unavailable (no variant in your tool list) OR a call to it fails, do NOT silently auto-decide or write the decision to the plan file as a substitute. Follow the **failure fallback** below.
 
@@ -329,7 +338,11 @@ Tell three outcomes apart:
 2. **Completeness scores per choice** — explicit `Completeness: X/10` on EACH choice (10 complete, 7 happy-path, 3 shortcut); use the kind-note when options differ in kind not coverage, but never silently drop the score.
 3. **The recommendation and why** — a `Recommendation: <choice> because <reason>` line plus the `(recommended)` marker on that choice.
 
-Layout: a `D<N>` title + a one-line note that AskUserQuestion failed and to reply with a letter; the issue ELI10; the Recommendation line; then ONE paragraph per choice carrying its `(recommended)` marker, its `Completeness: X/10`, and 2-4 sentences of reasoning — never a bare bullet list; a closing `Net:` line. Split chains / 5+ options: one prose block per per-option call, in sequence. Then STOP and wait — the user's typed answer is the decision. In plan mode this satisfies end-of-turn like a tool call.
+Layout: a `D<N>` title + a one-line note to reply with a letter (in Conductor this is the normal path; elsewhere it means AskUserQuestion was unavailable or errored); the issue ELI10; the Recommendation line; then ONE paragraph per choice carrying its `(recommended)` marker, its `Completeness: X/10`, and 2-4 sentences of reasoning — never a bare bullet list; a closing `Net:` line. Split chains / 5+ options: one prose block per per-option call, in sequence. Then STOP and wait — the user's typed answer is the decision. In plan mode this satisfies end-of-turn like a tool call.
+
+**Continuation — mapping a typed reply back to a brief.** Each brief carries a stable label (`D<N>`, or `D<N>.k` in a split chain). The user references it (e.g. "3.2: B"). A bare letter maps to the single most-recent UNANSWERED brief; if more than one is open (a split chain), do NOT guess — ask which `D<N>.k` it answers. Never apply a bare letter ambiguously across a chain.
+
+**One-way / destructive confirmations in prose.** When the decision is a one-way door (irreversible or destructive — delete, force-push, drop, overwrite), prose is a WEAKER gate than the tool, so make it stronger: require an explicit typed confirmation (the exact option letter or word), state plainly what is irreversible, and NEVER proceed on a vague, partial, or ambiguous reply — re-ask instead. Treat silence or "ok"/"sure" without the explicit choice as not-yet-confirmed.
 
 ### Format
 
@@ -413,7 +426,7 @@ Before calling AskUserQuestion, verify:
 - [ ] (recommended) label on one option (even for neutral-posture)
 - [ ] Dual-scale effort labels on effort-bearing options (human / CC)
 - [ ] Net line closes the decision
-- [ ] You are calling the tool, not writing prose — unless the documented failure fallback applies (then: prose with the mandatory triad — issue ELI10, per-choice Completeness, Recommendation + `(recommended)` — and a "reply with a letter" instruction, then STOP)
+- [ ] You are calling the tool, not writing prose — unless `CONDUCTOR_SESSION: true` (then prose is the DEFAULT, not the tool) OR the documented failure fallback applies (then: prose with the mandatory triad — issue ELI10, per-choice Completeness, Recommendation + `(recommended)` — and a "reply with a letter" instruction, then STOP)
 - [ ] Non-ASCII characters (CJK / accents) written directly, NOT \u-escaped
 - [ ] If you had 5+ options, you split (or batched into ≤4-groups) — did NOT drop any
 - [ ] If you split, you checked dependencies between options before firing the chain
diff --git a/plan-eng-review/SKILL.md b/plan-eng-review/SKILL.md
index 58c5cc9c4..5a20a2295 100644
--- a/plan-eng-review/SKILL.md
+++ b/plan-eng-review/SKILL.md
@@ -56,6 +56,13 @@ echo "REPO_MODE: $REPO_MODE"
 _SESSION_KIND=$(~/.claude/skills/gstack/bin/gstack-session-kind 2>/dev/null || echo "interactive")
 case "$_SESSION_KIND" in spawned|headless|interactive) ;; *) _SESSION_KIND="interactive" ;; esac
 echo "SESSION_KIND: $_SESSION_KIND"
+# Conductor host: AskUserQuestion is unreliable here (native disabled, MCP
+# variant flaky), so skills render decisions as prose instead of calling the
+# tool. Gated on !headless so an eval/CI run INSIDE Conductor (GSTACK_HEADLESS)
+# still BLOCKs rather than rendering prose to nobody.
+if [ "$_SESSION_KIND" != "headless" ] && { [ -n "${CONDUCTOR_WORKSPACE_PATH:-}" ] || [ -n "${CONDUCTOR_PORT:-}" ]; }; then
+  echo "CONDUCTOR_SESSION: true"
+fi
 _LAKE_SEEN=$([ -f ~/.gstack/.completeness-intro-seen ] && echo "yes" || echo "no")
 echo "LAKE_INTRO: $_LAKE_SEEN"
 _TEL=$(~/.claude/skills/gstack/bin/gstack-config get telemetry 2>/dev/null || true)
@@ -305,7 +312,9 @@ AI orchestrator (e.g., OpenClaw). In spawned sessions:
 
 "AskUserQuestion" can resolve to two tools at runtime: the **host MCP variant** (e.g. `mcp__conductor__AskUserQuestion` — appears in your tool list when the host registers it) or the **native** Claude Code tool.
 
-**Rule:** if any `mcp__*__AskUserQuestion` variant is in your tool list, prefer it. Hosts may disable native AUQ via `--disallowedTools AskUserQuestion` (Conductor does, by default) and route through their MCP variant; calling native there silently fails. Same questions/options shape; same decision-brief format applies.
+**Conductor rule (read before the MCP rule):** if `CONDUCTOR_SESSION: true` was echoed by the preamble, do NOT call AskUserQuestion at all — neither native nor any `mcp__*__AskUserQuestion` variant. Render EVERY decision brief as the **prose form** below and STOP. This is proactive, not a reaction to a failure: Conductor disables native AUQ and its MCP variant is flaky (it returns `[Tool result missing due to internal error]`), so prose is the reliable path. **Auto-decide preferences still apply first:** if a `[plan-tune auto-decide] <id> → <option>` result has already surfaced for a question, proceed with that option (no prose). Because in Conductor you go straight to prose without ever calling the tool, this auto-decide-first ordering is enforced HERE, not only by the PreToolUse hook. When you render a Conductor prose brief, also capture it with `bin/gstack-question-log` (the PostToolUse capture hook never fires on a prose path, so `/plan-tune` history/learning depends on this call).
+
+**Rule (non-Conductor):** if any `mcp__*__AskUserQuestion` variant is in your tool list, prefer it. Hosts may disable native AUQ via `--disallowedTools AskUserQuestion` (Conductor does, by default) and route through their MCP variant; calling native there silently fails. Same questions/options shape; same decision-brief format applies.
 
 If AskUserQuestion is unavailable (no variant in your tool list) OR a call to it fails, do NOT silently auto-decide or write the decision to the plan file as a substitute. Follow the **failure fallback** below.
 
@@ -327,7 +336,11 @@ Tell three outcomes apart:
 2. **Completeness scores per choice** — explicit `Completeness: X/10` on EACH choice (10 complete, 7 happy-path, 3 shortcut); use the kind-note when options differ in kind not coverage, but never silently drop the score.
 3. **The recommendation and why** — a `Recommendation: <choice> because <reason>` line plus the `(recommended)` marker on that choice.
 
-Layout: a `D<N>` title + a one-line note that AskUserQuestion failed and to reply with a letter; the issue ELI10; the Recommendation line; then ONE paragraph per choice carrying its `(recommended)` marker, its `Completeness: X/10`, and 2-4 sentences of reasoning — never a bare bullet list; a closing `Net:` line. Split chains / 5+ options: one prose block per per-option call, in sequence. Then STOP and wait — the user's typed answer is the decision. In plan mode this satisfies end-of-turn like a tool call.
+Layout: a `D<N>` title + a one-line note to reply with a letter (in Conductor this is the normal path; elsewhere it means AskUserQuestion was unavailable or errored); the issue ELI10; the Recommendation line; then ONE paragraph per choice carrying its `(recommended)` marker, its `Completeness: X/10`, and 2-4 sentences of reasoning — never a bare bullet list; a closing `Net:` line. Split chains / 5+ options: one prose block per per-option call, in sequence. Then STOP and wait — the user's typed answer is the decision. In plan mode this satisfies end-of-turn like a tool call.
+
+**Continuation — mapping a typed reply back to a brief.** Each brief carries a stable label (`D<N>`, or `D<N>.k` in a split chain). The user references it (e.g. "3.2: B"). A bare letter maps to the single most-recent UNANSWERED brief; if more than one is open (a split chain), do NOT guess — ask which `D<N>.k` it answers. Never apply a bare letter ambiguously across a chain.
+
+**One-way / destructive confirmations in prose.** When the decision is a one-way door (irreversible or destructive — delete, force-push, drop, overwrite), prose is a WEAKER gate than the tool, so make it stronger: require an explicit typed confirmation (the exact option letter or word), state plainly what is irreversible, and NEVER proceed on a vague, partial, or ambiguous reply — re-ask instead. Treat silence or "ok"/"sure" without the explicit choice as not-yet-confirmed.
 
 ### Format
 
@@ -411,7 +424,7 @@ Before calling AskUserQuestion, verify:
 - [ ] (recommended) label on one option (even for neutral-posture)
 - [ ] Dual-scale effort labels on effort-bearing options (human / CC)
 - [ ] Net line closes the decision
-- [ ] You are calling the tool, not writing prose — unless the documented failure fallback applies (then: prose with the mandatory triad — issue ELI10, per-choice Completeness, Recommendation + `(recommended)` — and a "reply with a letter" instruction, then STOP)
+- [ ] You are calling the tool, not writing prose — unless `CONDUCTOR_SESSION: true` (then prose is the DEFAULT, not the tool) OR the documented failure fallback applies (then: prose with the mandatory triad — issue ELI10, per-choice Completeness, Recommendation + `(recommended)` — and a "reply with a letter" instruction, then STOP)
 - [ ] Non-ASCII characters (CJK / accents) written directly, NOT \u-escaped
 - [ ] If you had 5+ options, you split (or batched into ≤4-groups) — did NOT drop any
 - [ ] If you split, you checked dependencies between options before firing the chain
diff --git a/plan-tune/SKILL.md b/plan-tune/SKILL.md
index 20264af84..ecd2c8d71 100644
--- a/plan-tune/SKILL.md
+++ b/plan-tune/SKILL.md
@@ -61,6 +61,13 @@ echo "REPO_MODE: $REPO_MODE"
 _SESSION_KIND=$(~/.claude/skills/gstack/bin/gstack-session-kind 2>/dev/null || echo "interactive")
 case "$_SESSION_KIND" in spawned|headless|interactive) ;; *) _SESSION_KIND="interactive" ;; esac
 echo "SESSION_KIND: $_SESSION_KIND"
+# Conductor host: AskUserQuestion is unreliable here (native disabled, MCP
+# variant flaky), so skills render decisions as prose instead of calling the
+# tool. Gated on !headless so an eval/CI run INSIDE Conductor (GSTACK_HEADLESS)
+# still BLOCKs rather than rendering prose to nobody.
+if [ "$_SESSION_KIND" != "headless" ] && { [ -n "${CONDUCTOR_WORKSPACE_PATH:-}" ] || [ -n "${CONDUCTOR_PORT:-}" ]; }; then
+  echo "CONDUCTOR_SESSION: true"
+fi
 _LAKE_SEEN=$([ -f ~/.gstack/.completeness-intro-seen ] && echo "yes" || echo "no")
 echo "LAKE_INTRO: $_LAKE_SEEN"
 _TEL=$(~/.claude/skills/gstack/bin/gstack-config get telemetry 2>/dev/null || true)
@@ -310,7 +317,9 @@ AI orchestrator (e.g., OpenClaw). In spawned sessions:
 
 "AskUserQuestion" can resolve to two tools at runtime: the **host MCP variant** (e.g. `mcp__conductor__AskUserQuestion` — appears in your tool list when the host registers it) or the **native** Claude Code tool.
 
-**Rule:** if any `mcp__*__AskUserQuestion` variant is in your tool list, prefer it. Hosts may disable native AUQ via `--disallowedTools AskUserQuestion` (Conductor does, by default) and route through their MCP variant; calling native there silently fails. Same questions/options shape; same decision-brief format applies.
+**Conductor rule (read before the MCP rule):** if `CONDUCTOR_SESSION: true` was echoed by the preamble, do NOT call AskUserQuestion at all — neither native nor any `mcp__*__AskUserQuestion` variant. Render EVERY decision brief as the **prose form** below and STOP. This is proactive, not a reaction to a failure: Conductor disables native AUQ and its MCP variant is flaky (it returns `[Tool result missing due to internal error]`), so prose is the reliable path. **Auto-decide preferences still apply first:** if a `[plan-tune auto-decide] <id> → <option>` result has already surfaced for a question, proceed with that option (no prose). Because in Conductor you go straight to prose without ever calling the tool, this auto-decide-first ordering is enforced HERE, not only by the PreToolUse hook. When you render a Conductor prose brief, also capture it with `bin/gstack-question-log` (the PostToolUse capture hook never fires on a prose path, so `/plan-tune` history/learning depends on this call).
+
+**Rule (non-Conductor):** if any `mcp__*__AskUserQuestion` variant is in your tool list, prefer it. Hosts may disable native AUQ via `--disallowedTools AskUserQuestion` (Conductor does, by default) and route through their MCP variant; calling native there silently fails. Same questions/options shape; same decision-brief format applies.
 
 If AskUserQuestion is unavailable (no variant in your tool list) OR a call to it fails, do NOT silently auto-decide or write the decision to the plan file as a substitute. Follow the **failure fallback** below.
 
@@ -332,7 +341,11 @@ Tell three outcomes apart:
 2. **Completeness scores per choice** — explicit `Completeness: X/10` on EACH choice (10 complete, 7 happy-path, 3 shortcut); use the kind-note when options differ in kind not coverage, but never silently drop the score.
 3. **The recommendation and why** — a `Recommendation: <choice> because <reason>` line plus the `(recommended)` marker on that choice.
 
-Layout: a `D<N>` title + a one-line note that AskUserQuestion failed and to reply with a letter; the issue ELI10; the Recommendation line; then ONE paragraph per choice carrying its `(recommended)` marker, its `Completeness: X/10`, and 2-4 sentences of reasoning — never a bare bullet list; a closing `Net:` line. Split chains / 5+ options: one prose block per per-option call, in sequence. Then STOP and wait — the user's typed answer is the decision. In plan mode this satisfies end-of-turn like a tool call.
+Layout: a `D<N>` title + a one-line note to reply with a letter (in Conductor this is the normal path; elsewhere it means AskUserQuestion was unavailable or errored); the issue ELI10; the Recommendation line; then ONE paragraph per choice carrying its `(recommended)` marker, its `Completeness: X/10`, and 2-4 sentences of reasoning — never a bare bullet list; a closing `Net:` line. Split chains / 5+ options: one prose block per per-option call, in sequence. Then STOP and wait — the user's typed answer is the decision. In plan mode this satisfies end-of-turn like a tool call.
+
+**Continuation — mapping a typed reply back to a brief.** Each brief carries a stable label (`D<N>`, or `D<N>.k` in a split chain). The user references it (e.g. "3.2: B"). A bare letter maps to the single most-recent UNANSWERED brief; if more than one is open (a split chain), do NOT guess — ask which `D<N>.k` it answers. Never apply a bare letter ambiguously across a chain.
+
+**One-way / destructive confirmations in prose.** When the decision is a one-way door (irreversible or destructive — delete, force-push, drop, overwrite), prose is a WEAKER gate than the tool, so make it stronger: require an explicit typed confirmation (the exact option letter or word), state plainly what is irreversible, and NEVER proceed on a vague, partial, or ambiguous reply — re-ask instead. Treat silence or "ok"/"sure" without the explicit choice as not-yet-confirmed.
 
 ### Format
 
@@ -416,7 +429,7 @@ Before calling AskUserQuestion, verify:
 - [ ] (recommended) label on one option (even for neutral-posture)
 - [ ] Dual-scale effort labels on effort-bearing options (human / CC)
 - [ ] Net line closes the decision
-- [ ] You are calling the tool, not writing prose — unless the documented failure fallback applies (then: prose with the mandatory triad — issue ELI10, per-choice Completeness, Recommendation + `(recommended)` — and a "reply with a letter" instruction, then STOP)
+- [ ] You are calling the tool, not writing prose — unless `CONDUCTOR_SESSION: true` (then prose is the DEFAULT, not the tool) OR the documented failure fallback applies (then: prose with the mandatory triad — issue ELI10, per-choice Completeness, Recommendation + `(recommended)` — and a "reply with a letter" instruction, then STOP)
 - [ ] Non-ASCII characters (CJK / accents) written directly, NOT \u-escaped
 - [ ] If you had 5+ options, you split (or batched into ≤4-groups) — did NOT drop any
 - [ ] If you split, you checked dependencies between options before firing the chain
diff --git a/qa-only/SKILL.md b/qa-only/SKILL.md
index aef82bd88..ec2cea40d 100644
--- a/qa-only/SKILL.md
+++ b/qa-only/SKILL.md
@@ -51,6 +51,13 @@ echo "REPO_MODE: $REPO_MODE"
 _SESSION_KIND=$(~/.claude/skills/gstack/bin/gstack-session-kind 2>/dev/null || echo "interactive")
 case "$_SESSION_KIND" in spawned|headless|interactive) ;; *) _SESSION_KIND="interactive" ;; esac
 echo "SESSION_KIND: $_SESSION_KIND"
+# Conductor host: AskUserQuestion is unreliable here (native disabled, MCP
+# variant flaky), so skills render decisions as prose instead of calling the
+# tool. Gated on !headless so an eval/CI run INSIDE Conductor (GSTACK_HEADLESS)
+# still BLOCKs rather than rendering prose to nobody.
+if [ "$_SESSION_KIND" != "headless" ] && { [ -n "${CONDUCTOR_WORKSPACE_PATH:-}" ] || [ -n "${CONDUCTOR_PORT:-}" ]; }; then
+  echo "CONDUCTOR_SESSION: true"
+fi
 _LAKE_SEEN=$([ -f ~/.gstack/.completeness-intro-seen ] && echo "yes" || echo "no")
 echo "LAKE_INTRO: $_LAKE_SEEN"
 _TEL=$(~/.claude/skills/gstack/bin/gstack-config get telemetry 2>/dev/null || true)
@@ -300,7 +307,9 @@ AI orchestrator (e.g., OpenClaw). In spawned sessions:
 
 "AskUserQuestion" can resolve to two tools at runtime: the **host MCP variant** (e.g. `mcp__conductor__AskUserQuestion` — appears in your tool list when the host registers it) or the **native** Claude Code tool.
 
-**Rule:** if any `mcp__*__AskUserQuestion` variant is in your tool list, prefer it. Hosts may disable native AUQ via `--disallowedTools AskUserQuestion` (Conductor does, by default) and route through their MCP variant; calling native there silently fails. Same questions/options shape; same decision-brief format applies.
+**Conductor rule (read before the MCP rule):** if `CONDUCTOR_SESSION: true` was echoed by the preamble, do NOT call AskUserQuestion at all — neither native nor any `mcp__*__AskUserQuestion` variant. Render EVERY decision brief as the **prose form** below and STOP. This is proactive, not a reaction to a failure: Conductor disables native AUQ and its MCP variant is flaky (it returns `[Tool result missing due to internal error]`), so prose is the reliable path. **Auto-decide preferences still apply first:** if a `[plan-tune auto-decide] <id> → <option>` result has already surfaced for a question, proceed with that option (no prose). Because in Conductor you go straight to prose without ever calling the tool, this auto-decide-first ordering is enforced HERE, not only by the PreToolUse hook. When you render a Conductor prose brief, also capture it with `bin/gstack-question-log` (the PostToolUse capture hook never fires on a prose path, so `/plan-tune` history/learning depends on this call).
+
+**Rule (non-Conductor):** if any `mcp__*__AskUserQuestion` variant is in your tool list, prefer it. Hosts may disable native AUQ via `--disallowedTools AskUserQuestion` (Conductor does, by default) and route through their MCP variant; calling native there silently fails. Same questions/options shape; same decision-brief format applies.
 
 If AskUserQuestion is unavailable (no variant in your tool list) OR a call to it fails, do NOT silently auto-decide or write the decision to the plan file as a substitute. Follow the **failure fallback** below.
 
@@ -322,7 +331,11 @@ Tell three outcomes apart:
 2. **Completeness scores per choice** — explicit `Completeness: X/10` on EACH choice (10 complete, 7 happy-path, 3 shortcut); use the kind-note when options differ in kind not coverage, but never silently drop the score.
 3. **The recommendation and why** — a `Recommendation: <choice> because <reason>` line plus the `(recommended)` marker on that choice.
 
-Layout: a `D<N>` title + a one-line note that AskUserQuestion failed and to reply with a letter; the issue ELI10; the Recommendation line; then ONE paragraph per choice carrying its `(recommended)` marker, its `Completeness: X/10`, and 2-4 sentences of reasoning — never a bare bullet list; a closing `Net:` line. Split chains / 5+ options: one prose block per per-option call, in sequence. Then STOP and wait — the user's typed answer is the decision. In plan mode this satisfies end-of-turn like a tool call.
+Layout: a `D<N>` title + a one-line note to reply with a letter (in Conductor this is the normal path; elsewhere it means AskUserQuestion was unavailable or errored); the issue ELI10; the Recommendation line; then ONE paragraph per choice carrying its `(recommended)` marker, its `Completeness: X/10`, and 2-4 sentences of reasoning — never a bare bullet list; a closing `Net:` line. Split chains / 5+ options: one prose block per per-option call, in sequence. Then STOP and wait — the user's typed answer is the decision. In plan mode this satisfies end-of-turn like a tool call.
+
+**Continuation — mapping a typed reply back to a brief.** Each brief carries a stable label (`D<N>`, or `D<N>.k` in a split chain). The user references it (e.g. "3.2: B"). A bare letter maps to the single most-recent UNANSWERED brief; if more than one is open (a split chain), do NOT guess — ask which `D<N>.k` it answers. Never apply a bare letter ambiguously across a chain.
+
+**One-way / destructive confirmations in prose.** When the decision is a one-way door (irreversible or destructive — delete, force-push, drop, overwrite), prose is a WEAKER gate than the tool, so make it stronger: require an explicit typed confirmation (the exact option letter or word), state plainly what is irreversible, and NEVER proceed on a vague, partial, or ambiguous reply — re-ask instead. Treat silence or "ok"/"sure" without the explicit choice as not-yet-confirmed.
 
 ### Format
 
@@ -406,7 +419,7 @@ Before calling AskUserQuestion, verify:
 - [ ] (recommended) label on one option (even for neutral-posture)
 - [ ] Dual-scale effort labels on effort-bearing options (human / CC)
 - [ ] Net line closes the decision
-- [ ] You are calling the tool, not writing prose — unless the documented failure fallback applies (then: prose with the mandatory triad — issue ELI10, per-choice Completeness, Recommendation + `(recommended)` — and a "reply with a letter" instruction, then STOP)
+- [ ] You are calling the tool, not writing prose — unless `CONDUCTOR_SESSION: true` (then prose is the DEFAULT, not the tool) OR the documented failure fallback applies (then: prose with the mandatory triad — issue ELI10, per-choice Completeness, Recommendation + `(recommended)` — and a "reply with a letter" instruction, then STOP)
 - [ ] Non-ASCII characters (CJK / accents) written directly, NOT \u-escaped
 - [ ] If you had 5+ options, you split (or batched into ≤4-groups) — did NOT drop any
 - [ ] If you split, you checked dependencies between options before firing the chain
diff --git a/qa/SKILL.md b/qa/SKILL.md
index dfce8cb02..4108212ea 100644
--- a/qa/SKILL.md
+++ b/qa/SKILL.md
@@ -57,6 +57,13 @@ echo "REPO_MODE: $REPO_MODE"
 _SESSION_KIND=$(~/.claude/skills/gstack/bin/gstack-session-kind 2>/dev/null || echo "interactive")
 case "$_SESSION_KIND" in spawned|headless|interactive) ;; *) _SESSION_KIND="interactive" ;; esac
 echo "SESSION_KIND: $_SESSION_KIND"
+# Conductor host: AskUserQuestion is unreliable here (native disabled, MCP
+# variant flaky), so skills render decisions as prose instead of calling the
+# tool. Gated on !headless so an eval/CI run INSIDE Conductor (GSTACK_HEADLESS)
+# still BLOCKs rather than rendering prose to nobody.
+if [ "$_SESSION_KIND" != "headless" ] && { [ -n "${CONDUCTOR_WORKSPACE_PATH:-}" ] || [ -n "${CONDUCTOR_PORT:-}" ]; }; then
+  echo "CONDUCTOR_SESSION: true"
+fi
 _LAKE_SEEN=$([ -f ~/.gstack/.completeness-intro-seen ] && echo "yes" || echo "no")
 echo "LAKE_INTRO: $_LAKE_SEEN"
 _TEL=$(~/.claude/skills/gstack/bin/gstack-config get telemetry 2>/dev/null || true)
@@ -306,7 +313,9 @@ AI orchestrator (e.g., OpenClaw). In spawned sessions:
 
 "AskUserQuestion" can resolve to two tools at runtime: the **host MCP variant** (e.g. `mcp__conductor__AskUserQuestion` — appears in your tool list when the host registers it) or the **native** Claude Code tool.
 
-**Rule:** if any `mcp__*__AskUserQuestion` variant is in your tool list, prefer it. Hosts may disable native AUQ via `--disallowedTools AskUserQuestion` (Conductor does, by default) and route through their MCP variant; calling native there silently fails. Same questions/options shape; same decision-brief format applies.
+**Conductor rule (read before the MCP rule):** if `CONDUCTOR_SESSION: true` was echoed by the preamble, do NOT call AskUserQuestion at all — neither native nor any `mcp__*__AskUserQuestion` variant. Render EVERY decision brief as the **prose form** below and STOP. This is proactive, not a reaction to a failure: Conductor disables native AUQ and its MCP variant is flaky (it returns `[Tool result missing due to internal error]`), so prose is the reliable path. **Auto-decide preferences still apply first:** if a `[plan-tune auto-decide] <id> → <option>` result has already surfaced for a question, proceed with that option (no prose). Because in Conductor you go straight to prose without ever calling the tool, this auto-decide-first ordering is enforced HERE, not only by the PreToolUse hook. When you render a Conductor prose brief, also capture it with `bin/gstack-question-log` (the PostToolUse capture hook never fires on a prose path, so `/plan-tune` history/learning depends on this call).
+
+**Rule (non-Conductor):** if any `mcp__*__AskUserQuestion` variant is in your tool list, prefer it. Hosts may disable native AUQ via `--disallowedTools AskUserQuestion` (Conductor does, by default) and route through their MCP variant; calling native there silently fails. Same questions/options shape; same decision-brief format applies.
 
 If AskUserQuestion is unavailable (no variant in your tool list) OR a call to it fails, do NOT silently auto-decide or write the decision to the plan file as a substitute. Follow the **failure fallback** below.
 
@@ -328,7 +337,11 @@ Tell three outcomes apart:
 2. **Completeness scores per choice** — explicit `Completeness: X/10` on EACH choice (10 complete, 7 happy-path, 3 shortcut); use the kind-note when options differ in kind not coverage, but never silently drop the score.
 3. **The recommendation and why** — a `Recommendation: <choice> because <reason>` line plus the `(recommended)` marker on that choice.
 
-Layout: a `D<N>` title + a one-line note that AskUserQuestion failed and to reply with a letter; the issue ELI10; the Recommendation line; then ONE paragraph per choice carrying its `(recommended)` marker, its `Completeness: X/10`, and 2-4 sentences of reasoning — never a bare bullet list; a closing `Net:` line. Split chains / 5+ options: one prose block per per-option call, in sequence. Then STOP and wait — the user's typed answer is the decision. In plan mode this satisfies end-of-turn like a tool call.
+Layout: a `D<N>` title + a one-line note to reply with a letter (in Conductor this is the normal path; elsewhere it means AskUserQuestion was unavailable or errored); the issue ELI10; the Recommendation line; then ONE paragraph per choice carrying its `(recommended)` marker, its `Completeness: X/10`, and 2-4 sentences of reasoning — never a bare bullet list; a closing `Net:` line. Split chains / 5+ options: one prose block per per-option call, in sequence. Then STOP and wait — the user's typed answer is the decision. In plan mode this satisfies end-of-turn like a tool call.
+
+**Continuation — mapping a typed reply back to a brief.** Each brief carries a stable label (`D<N>`, or `D<N>.k` in a split chain). The user references it (e.g. "3.2: B"). A bare letter maps to the single most-recent UNANSWERED brief; if more than one is open (a split chain), do NOT guess — ask which `D<N>.k` it answers. Never apply a bare letter ambiguously across a chain.
+
+**One-way / destructive confirmations in prose.** When the decision is a one-way door (irreversible or destructive — delete, force-push, drop, overwrite), prose is a WEAKER gate than the tool, so make it stronger: require an explicit typed confirmation (the exact option letter or word), state plainly what is irreversible, and NEVER proceed on a vague, partial, or ambiguous reply — re-ask instead. Treat silence or "ok"/"sure" without the explicit choice as not-yet-confirmed.
 
 ### Format
 
@@ -412,7 +425,7 @@ Before calling AskUserQuestion, verify:
 - [ ] (recommended) label on one option (even for neutral-posture)
 - [ ] Dual-scale effort labels on effort-bearing options (human / CC)
 - [ ] Net line closes the decision
-- [ ] You are calling the tool, not writing prose — unless the documented failure fallback applies (then: prose with the mandatory triad — issue ELI10, per-choice Completeness, Recommendation + `(recommended)` — and a "reply with a letter" instruction, then STOP)
+- [ ] You are calling the tool, not writing prose — unless `CONDUCTOR_SESSION: true` (then prose is the DEFAULT, not the tool) OR the documented failure fallback applies (then: prose with the mandatory triad — issue ELI10, per-choice Completeness, Recommendation + `(recommended)` — and a "reply with a letter" instruction, then STOP)
 - [ ] Non-ASCII characters (CJK / accents) written directly, NOT \u-escaped
 - [ ] If you had 5+ options, you split (or batched into ≤4-groups) — did NOT drop any
 - [ ] If you split, you checked dependencies between options before firing the chain
diff --git a/retro/SKILL.md b/retro/SKILL.md
index f0684165e..cb65e98cf 100644
--- a/retro/SKILL.md
+++ b/retro/SKILL.md
@@ -68,6 +68,13 @@ echo "REPO_MODE: $REPO_MODE"
 _SESSION_KIND=$(~/.claude/skills/gstack/bin/gstack-session-kind 2>/dev/null || echo "interactive")
 case "$_SESSION_KIND" in spawned|headless|interactive) ;; *) _SESSION_KIND="interactive" ;; esac
 echo "SESSION_KIND: $_SESSION_KIND"
+# Conductor host: AskUserQuestion is unreliable here (native disabled, MCP
+# variant flaky), so skills render decisions as prose instead of calling the
+# tool. Gated on !headless so an eval/CI run INSIDE Conductor (GSTACK_HEADLESS)
+# still BLOCKs rather than rendering prose to nobody.
+if [ "$_SESSION_KIND" != "headless" ] && { [ -n "${CONDUCTOR_WORKSPACE_PATH:-}" ] || [ -n "${CONDUCTOR_PORT:-}" ]; }; then
+  echo "CONDUCTOR_SESSION: true"
+fi
 _LAKE_SEEN=$([ -f ~/.gstack/.completeness-intro-seen ] && echo "yes" || echo "no")
 echo "LAKE_INTRO: $_LAKE_SEEN"
 _TEL=$(~/.claude/skills/gstack/bin/gstack-config get telemetry 2>/dev/null || true)
@@ -317,7 +324,9 @@ AI orchestrator (e.g., OpenClaw). In spawned sessions:
 
 "AskUserQuestion" can resolve to two tools at runtime: the **host MCP variant** (e.g. `mcp__conductor__AskUserQuestion` — appears in your tool list when the host registers it) or the **native** Claude Code tool.
 
-**Rule:** if any `mcp__*__AskUserQuestion` variant is in your tool list, prefer it. Hosts may disable native AUQ via `--disallowedTools AskUserQuestion` (Conductor does, by default) and route through their MCP variant; calling native there silently fails. Same questions/options shape; same decision-brief format applies.
+**Conductor rule (read before the MCP rule):** if `CONDUCTOR_SESSION: true` was echoed by the preamble, do NOT call AskUserQuestion at all — neither native nor any `mcp__*__AskUserQuestion` variant. Render EVERY decision brief as the **prose form** below and STOP. This is proactive, not a reaction to a failure: Conductor disables native AUQ and its MCP variant is flaky (it returns `[Tool result missing due to internal error]`), so prose is the reliable path. **Auto-decide preferences still apply first:** if a `[plan-tune auto-decide] <id> → <option>` result has already surfaced for a question, proceed with that option (no prose). Because in Conductor you go straight to prose without ever calling the tool, this auto-decide-first ordering is enforced HERE, not only by the PreToolUse hook. When you render a Conductor prose brief, also capture it with `bin/gstack-question-log` (the PostToolUse capture hook never fires on a prose path, so `/plan-tune` history/learning depends on this call).
+
+**Rule (non-Conductor):** if any `mcp__*__AskUserQuestion` variant is in your tool list, prefer it. Hosts may disable native AUQ via `--disallowedTools AskUserQuestion` (Conductor does, by default) and route through their MCP variant; calling native there silently fails. Same questions/options shape; same decision-brief format applies.
 
 If AskUserQuestion is unavailable (no variant in your tool list) OR a call to it fails, do NOT silently auto-decide or write the decision to the plan file as a substitute. Follow the **failure fallback** below.
 
@@ -339,7 +348,11 @@ Tell three outcomes apart:
 2. **Completeness scores per choice** — explicit `Completeness: X/10` on EACH choice (10 complete, 7 happy-path, 3 shortcut); use the kind-note when options differ in kind not coverage, but never silently drop the score.
 3. **The recommendation and why** — a `Recommendation: <choice> because <reason>` line plus the `(recommended)` marker on that choice.
 
-Layout: a `D<N>` title + a one-line note that AskUserQuestion failed and to reply with a letter; the issue ELI10; the Recommendation line; then ONE paragraph per choice carrying its `(recommended)` marker, its `Completeness: X/10`, and 2-4 sentences of reasoning — never a bare bullet list; a closing `Net:` line. Split chains / 5+ options: one prose block per per-option call, in sequence. Then STOP and wait — the user's typed answer is the decision. In plan mode this satisfies end-of-turn like a tool call.
+Layout: a `D<N>` title + a one-line note to reply with a letter (in Conductor this is the normal path; elsewhere it means AskUserQuestion was unavailable or errored); the issue ELI10; the Recommendation line; then ONE paragraph per choice carrying its `(recommended)` marker, its `Completeness: X/10`, and 2-4 sentences of reasoning — never a bare bullet list; a closing `Net:` line. Split chains / 5+ options: one prose block per per-option call, in sequence. Then STOP and wait — the user's typed answer is the decision. In plan mode this satisfies end-of-turn like a tool call.
+
+**Continuation — mapping a typed reply back to a brief.** Each brief carries a stable label (`D<N>`, or `D<N>.k` in a split chain). The user references it (e.g. "3.2: B"). A bare letter maps to the single most-recent UNANSWERED brief; if more than one is open (a split chain), do NOT guess — ask which `D<N>.k` it answers. Never apply a bare letter ambiguously across a chain.
+
+**One-way / destructive confirmations in prose.** When the decision is a one-way door (irreversible or destructive — delete, force-push, drop, overwrite), prose is a WEAKER gate than the tool, so make it stronger: require an explicit typed confirmation (the exact option letter or word), state plainly what is irreversible, and NEVER proceed on a vague, partial, or ambiguous reply — re-ask instead. Treat silence or "ok"/"sure" without the explicit choice as not-yet-confirmed.
 
 ### Format
 
@@ -423,7 +436,7 @@ Before calling AskUserQuestion, verify:
 - [ ] (recommended) label on one option (even for neutral-posture)
 - [ ] Dual-scale effort labels on effort-bearing options (human / CC)
 - [ ] Net line closes the decision
-- [ ] You are calling the tool, not writing prose — unless the documented failure fallback applies (then: prose with the mandatory triad — issue ELI10, per-choice Completeness, Recommendation + `(recommended)` — and a "reply with a letter" instruction, then STOP)
+- [ ] You are calling the tool, not writing prose — unless `CONDUCTOR_SESSION: true` (then prose is the DEFAULT, not the tool) OR the documented failure fallback applies (then: prose with the mandatory triad — issue ELI10, per-choice Completeness, Recommendation + `(recommended)` — and a "reply with a letter" instruction, then STOP)
 - [ ] Non-ASCII characters (CJK / accents) written directly, NOT \u-escaped
 - [ ] If you had 5+ options, you split (or batched into ≤4-groups) — did NOT drop any
 - [ ] If you split, you checked dependencies between options before firing the chain
diff --git a/review/SKILL.md b/review/SKILL.md
index 16e90389f..9ce97c052 100644
--- a/review/SKILL.md
+++ b/review/SKILL.md
@@ -53,6 +53,13 @@ echo "REPO_MODE: $REPO_MODE"
 _SESSION_KIND=$(~/.claude/skills/gstack/bin/gstack-session-kind 2>/dev/null || echo "interactive")
 case "$_SESSION_KIND" in spawned|headless|interactive) ;; *) _SESSION_KIND="interactive" ;; esac
 echo "SESSION_KIND: $_SESSION_KIND"
+# Conductor host: AskUserQuestion is unreliable here (native disabled, MCP
+# variant flaky), so skills render decisions as prose instead of calling the
+# tool. Gated on !headless so an eval/CI run INSIDE Conductor (GSTACK_HEADLESS)
+# still BLOCKs rather than rendering prose to nobody.
+if [ "$_SESSION_KIND" != "headless" ] && { [ -n "${CONDUCTOR_WORKSPACE_PATH:-}" ] || [ -n "${CONDUCTOR_PORT:-}" ]; }; then
+  echo "CONDUCTOR_SESSION: true"
+fi
 _LAKE_SEEN=$([ -f ~/.gstack/.completeness-intro-seen ] && echo "yes" || echo "no")
 echo "LAKE_INTRO: $_LAKE_SEEN"
 _TEL=$(~/.claude/skills/gstack/bin/gstack-config get telemetry 2>/dev/null || true)
@@ -302,7 +309,9 @@ AI orchestrator (e.g., OpenClaw). In spawned sessions:
 
 "AskUserQuestion" can resolve to two tools at runtime: the **host MCP variant** (e.g. `mcp__conductor__AskUserQuestion` — appears in your tool list when the host registers it) or the **native** Claude Code tool.
 
-**Rule:** if any `mcp__*__AskUserQuestion` variant is in your tool list, prefer it. Hosts may disable native AUQ via `--disallowedTools AskUserQuestion` (Conductor does, by default) and route through their MCP variant; calling native there silently fails. Same questions/options shape; same decision-brief format applies.
+**Conductor rule (read before the MCP rule):** if `CONDUCTOR_SESSION: true` was echoed by the preamble, do NOT call AskUserQuestion at all — neither native nor any `mcp__*__AskUserQuestion` variant. Render EVERY decision brief as the **prose form** below and STOP. This is proactive, not a reaction to a failure: Conductor disables native AUQ and its MCP variant is flaky (it returns `[Tool result missing due to internal error]`), so prose is the reliable path. **Auto-decide preferences still apply first:** if a `[plan-tune auto-decide] <id> → <option>` result has already surfaced for a question, proceed with that option (no prose). Because in Conductor you go straight to prose without ever calling the tool, this auto-decide-first ordering is enforced HERE, not only by the PreToolUse hook. When you render a Conductor prose brief, also capture it with `bin/gstack-question-log` (the PostToolUse capture hook never fires on a prose path, so `/plan-tune` history/learning depends on this call).
+
+**Rule (non-Conductor):** if any `mcp__*__AskUserQuestion` variant is in your tool list, prefer it. Hosts may disable native AUQ via `--disallowedTools AskUserQuestion` (Conductor does, by default) and route through their MCP variant; calling native there silently fails. Same questions/options shape; same decision-brief format applies.
 
 If AskUserQuestion is unavailable (no variant in your tool list) OR a call to it fails, do NOT silently auto-decide or write the decision to the plan file as a substitute. Follow the **failure fallback** below.
 
@@ -324,7 +333,11 @@ Tell three outcomes apart:
 2. **Completeness scores per choice** — explicit `Completeness: X/10` on EACH choice (10 complete, 7 happy-path, 3 shortcut); use the kind-note when options differ in kind not coverage, but never silently drop the score.
 3. **The recommendation and why** — a `Recommendation: <choice> because <reason>` line plus the `(recommended)` marker on that choice.
 
-Layout: a `D<N>` title + a one-line note that AskUserQuestion failed and to reply with a letter; the issue ELI10; the Recommendation line; then ONE paragraph per choice carrying its `(recommended)` marker, its `Completeness: X/10`, and 2-4 sentences of reasoning — never a bare bullet list; a closing `Net:` line. Split chains / 5+ options: one prose block per per-option call, in sequence. Then STOP and wait — the user's typed answer is the decision. In plan mode this satisfies end-of-turn like a tool call.
+Layout: a `D<N>` title + a one-line note to reply with a letter (in Conductor this is the normal path; elsewhere it means AskUserQuestion was unavailable or errored); the issue ELI10; the Recommendation line; then ONE paragraph per choice carrying its `(recommended)` marker, its `Completeness: X/10`, and 2-4 sentences of reasoning — never a bare bullet list; a closing `Net:` line. Split chains / 5+ options: one prose block per per-option call, in sequence. Then STOP and wait — the user's typed answer is the decision. In plan mode this satisfies end-of-turn like a tool call.
+
+**Continuation — mapping a typed reply back to a brief.** Each brief carries a stable label (`D<N>`, or `D<N>.k` in a split chain). The user references it (e.g. "3.2: B"). A bare letter maps to the single most-recent UNANSWERED brief; if more than one is open (a split chain), do NOT guess — ask which `D<N>.k` it answers. Never apply a bare letter ambiguously across a chain.
+
+**One-way / destructive confirmations in prose.** When the decision is a one-way door (irreversible or destructive — delete, force-push, drop, overwrite), prose is a WEAKER gate than the tool, so make it stronger: require an explicit typed confirmation (the exact option letter or word), state plainly what is irreversible, and NEVER proceed on a vague, partial, or ambiguous reply — re-ask instead. Treat silence or "ok"/"sure" without the explicit choice as not-yet-confirmed.
 
 ### Format
 
@@ -408,7 +421,7 @@ Before calling AskUserQuestion, verify:
 - [ ] (recommended) label on one option (even for neutral-posture)
 - [ ] Dual-scale effort labels on effort-bearing options (human / CC)
 - [ ] Net line closes the decision
-- [ ] You are calling the tool, not writing prose — unless the documented failure fallback applies (then: prose with the mandatory triad — issue ELI10, per-choice Completeness, Recommendation + `(recommended)` — and a "reply with a letter" instruction, then STOP)
+- [ ] You are calling the tool, not writing prose — unless `CONDUCTOR_SESSION: true` (then prose is the DEFAULT, not the tool) OR the documented failure fallback applies (then: prose with the mandatory triad — issue ELI10, per-choice Completeness, Recommendation + `(recommended)` — and a "reply with a letter" instruction, then STOP)
 - [ ] Non-ASCII characters (CJK / accents) written directly, NOT \u-escaped
 - [ ] If you had 5+ options, you split (or batched into ≤4-groups) — did NOT drop any
 - [ ] If you split, you checked dependencies between options before firing the chain
diff --git a/scrape/SKILL.md b/scrape/SKILL.md
index 23545e725..54e1187c6 100644
--- a/scrape/SKILL.md
+++ b/scrape/SKILL.md
@@ -49,6 +49,13 @@ echo "REPO_MODE: $REPO_MODE"
 _SESSION_KIND=$(~/.claude/skills/gstack/bin/gstack-session-kind 2>/dev/null || echo "interactive")
 case "$_SESSION_KIND" in spawned|headless|interactive) ;; *) _SESSION_KIND="interactive" ;; esac
 echo "SESSION_KIND: $_SESSION_KIND"
+# Conductor host: AskUserQuestion is unreliable here (native disabled, MCP
+# variant flaky), so skills render decisions as prose instead of calling the
+# tool. Gated on !headless so an eval/CI run INSIDE Conductor (GSTACK_HEADLESS)
+# still BLOCKs rather than rendering prose to nobody.
+if [ "$_SESSION_KIND" != "headless" ] && { [ -n "${CONDUCTOR_WORKSPACE_PATH:-}" ] || [ -n "${CONDUCTOR_PORT:-}" ]; }; then
+  echo "CONDUCTOR_SESSION: true"
+fi
 _LAKE_SEEN=$([ -f ~/.gstack/.completeness-intro-seen ] && echo "yes" || echo "no")
 echo "LAKE_INTRO: $_LAKE_SEEN"
 _TEL=$(~/.claude/skills/gstack/bin/gstack-config get telemetry 2>/dev/null || true)
@@ -298,7 +305,9 @@ AI orchestrator (e.g., OpenClaw). In spawned sessions:
 
 "AskUserQuestion" can resolve to two tools at runtime: the **host MCP variant** (e.g. `mcp__conductor__AskUserQuestion` — appears in your tool list when the host registers it) or the **native** Claude Code tool.
 
-**Rule:** if any `mcp__*__AskUserQuestion` variant is in your tool list, prefer it. Hosts may disable native AUQ via `--disallowedTools AskUserQuestion` (Conductor does, by default) and route through their MCP variant; calling native there silently fails. Same questions/options shape; same decision-brief format applies.
+**Conductor rule (read before the MCP rule):** if `CONDUCTOR_SESSION: true` was echoed by the preamble, do NOT call AskUserQuestion at all — neither native nor any `mcp__*__AskUserQuestion` variant. Render EVERY decision brief as the **prose form** below and STOP. This is proactive, not a reaction to a failure: Conductor disables native AUQ and its MCP variant is flaky (it returns `[Tool result missing due to internal error]`), so prose is the reliable path. **Auto-decide preferences still apply first:** if a `[plan-tune auto-decide] <id> → <option>` result has already surfaced for a question, proceed with that option (no prose). Because in Conductor you go straight to prose without ever calling the tool, this auto-decide-first ordering is enforced HERE, not only by the PreToolUse hook. When you render a Conductor prose brief, also capture it with `bin/gstack-question-log` (the PostToolUse capture hook never fires on a prose path, so `/plan-tune` history/learning depends on this call).
+
+**Rule (non-Conductor):** if any `mcp__*__AskUserQuestion` variant is in your tool list, prefer it. Hosts may disable native AUQ via `--disallowedTools AskUserQuestion` (Conductor does, by default) and route through their MCP variant; calling native there silently fails. Same questions/options shape; same decision-brief format applies.
 
 If AskUserQuestion is unavailable (no variant in your tool list) OR a call to it fails, do NOT silently auto-decide or write the decision to the plan file as a substitute. Follow the **failure fallback** below.
 
@@ -320,7 +329,11 @@ Tell three outcomes apart:
 2. **Completeness scores per choice** — explicit `Completeness: X/10` on EACH choice (10 complete, 7 happy-path, 3 shortcut); use the kind-note when options differ in kind not coverage, but never silently drop the score.
 3. **The recommendation and why** — a `Recommendation: <choice> because <reason>` line plus the `(recommended)` marker on that choice.
 
-Layout: a `D<N>` title + a one-line note that AskUserQuestion failed and to reply with a letter; the issue ELI10; the Recommendation line; then ONE paragraph per choice carrying its `(recommended)` marker, its `Completeness: X/10`, and 2-4 sentences of reasoning — never a bare bullet list; a closing `Net:` line. Split chains / 5+ options: one prose block per per-option call, in sequence. Then STOP and wait — the user's typed answer is the decision. In plan mode this satisfies end-of-turn like a tool call.
+Layout: a `D<N>` title + a one-line note to reply with a letter (in Conductor this is the normal path; elsewhere it means AskUserQuestion was unavailable or errored); the issue ELI10; the Recommendation line; then ONE paragraph per choice carrying its `(recommended)` marker, its `Completeness: X/10`, and 2-4 sentences of reasoning — never a bare bullet list; a closing `Net:` line. Split chains / 5+ options: one prose block per per-option call, in sequence. Then STOP and wait — the user's typed answer is the decision. In plan mode this satisfies end-of-turn like a tool call.
+
+**Continuation — mapping a typed reply back to a brief.** Each brief carries a stable label (`D<N>`, or `D<N>.k` in a split chain). The user references it (e.g. "3.2: B"). A bare letter maps to the single most-recent UNANSWERED brief; if more than one is open (a split chain), do NOT guess — ask which `D<N>.k` it answers. Never apply a bare letter ambiguously across a chain.
+
+**One-way / destructive confirmations in prose.** When the decision is a one-way door (irreversible or destructive — delete, force-push, drop, overwrite), prose is a WEAKER gate than the tool, so make it stronger: require an explicit typed confirmation (the exact option letter or word), state plainly what is irreversible, and NEVER proceed on a vague, partial, or ambiguous reply — re-ask instead. Treat silence or "ok"/"sure" without the explicit choice as not-yet-confirmed.
 
 ### Format
 
@@ -404,7 +417,7 @@ Before calling AskUserQuestion, verify:
 - [ ] (recommended) label on one option (even for neutral-posture)
 - [ ] Dual-scale effort labels on effort-bearing options (human / CC)
 - [ ] Net line closes the decision
-- [ ] You are calling the tool, not writing prose — unless the documented failure fallback applies (then: prose with the mandatory triad — issue ELI10, per-choice Completeness, Recommendation + `(recommended)` — and a "reply with a letter" instruction, then STOP)
+- [ ] You are calling the tool, not writing prose — unless `CONDUCTOR_SESSION: true` (then prose is the DEFAULT, not the tool) OR the documented failure fallback applies (then: prose with the mandatory triad — issue ELI10, per-choice Completeness, Recommendation + `(recommended)` — and a "reply with a letter" instruction, then STOP)
 - [ ] Non-ASCII characters (CJK / accents) written directly, NOT \u-escaped
 - [ ] If you had 5+ options, you split (or batched into ≤4-groups) — did NOT drop any
 - [ ] If you split, you checked dependencies between options before firing the chain
diff --git a/scripts/resolvers/preamble/generate-ask-user-format.ts b/scripts/resolvers/preamble/generate-ask-user-format.ts
index 12090dc2c..533c002c0 100644
--- a/scripts/resolvers/preamble/generate-ask-user-format.ts
+++ b/scripts/resolvers/preamble/generate-ask-user-format.ts
@@ -7,7 +7,9 @@ export function generateAskUserFormat(_ctx: TemplateContext): string {
 
 "AskUserQuestion" can resolve to two tools at runtime: the **host MCP variant** (e.g. \`mcp__conductor__AskUserQuestion\` — appears in your tool list when the host registers it) or the **native** Claude Code tool.
 
-**Rule:** if any \`mcp__*__AskUserQuestion\` variant is in your tool list, prefer it. Hosts may disable native AUQ via \`--disallowedTools AskUserQuestion\` (Conductor does, by default) and route through their MCP variant; calling native there silently fails. Same questions/options shape; same decision-brief format applies.
+**Conductor rule (read before the MCP rule):** if \`CONDUCTOR_SESSION: true\` was echoed by the preamble, do NOT call AskUserQuestion at all — neither native nor any \`mcp__*__AskUserQuestion\` variant. Render EVERY decision brief as the **prose form** below and STOP. This is proactive, not a reaction to a failure: Conductor disables native AUQ and its MCP variant is flaky (it returns \`[Tool result missing due to internal error]\`), so prose is the reliable path. **Auto-decide preferences still apply first:** if a \`[plan-tune auto-decide] <id> → <option>\` result has already surfaced for a question, proceed with that option (no prose). Because in Conductor you go straight to prose without ever calling the tool, this auto-decide-first ordering is enforced HERE, not only by the PreToolUse hook. When you render a Conductor prose brief, also capture it with \`bin/gstack-question-log\` (the PostToolUse capture hook never fires on a prose path, so \`/plan-tune\` history/learning depends on this call).
+
+**Rule (non-Conductor):** if any \`mcp__*__AskUserQuestion\` variant is in your tool list, prefer it. Hosts may disable native AUQ via \`--disallowedTools AskUserQuestion\` (Conductor does, by default) and route through their MCP variant; calling native there silently fails. Same questions/options shape; same decision-brief format applies.
 
 If AskUserQuestion is unavailable (no variant in your tool list) OR a call to it fails, do NOT silently auto-decide or write the decision to the plan file as a substitute. Follow the **failure fallback** below.
 
@@ -29,7 +31,11 @@ Tell three outcomes apart:
 2. **Completeness scores per choice** — explicit \`Completeness: X/10\` on EACH choice (10 complete, 7 happy-path, 3 shortcut); use the kind-note when options differ in kind not coverage, but never silently drop the score.
 3. **The recommendation and why** — a \`Recommendation: <choice> because <reason>\` line plus the \`(recommended)\` marker on that choice.
 
-Layout: a \`D<N>\` title + a one-line note that AskUserQuestion failed and to reply with a letter; the issue ELI10; the Recommendation line; then ONE paragraph per choice carrying its \`(recommended)\` marker, its \`Completeness: X/10\`, and 2-4 sentences of reasoning — never a bare bullet list; a closing \`Net:\` line. Split chains / 5+ options: one prose block per per-option call, in sequence. Then STOP and wait — the user's typed answer is the decision. In plan mode this satisfies end-of-turn like a tool call.
+Layout: a \`D<N>\` title + a one-line note to reply with a letter (in Conductor this is the normal path; elsewhere it means AskUserQuestion was unavailable or errored); the issue ELI10; the Recommendation line; then ONE paragraph per choice carrying its \`(recommended)\` marker, its \`Completeness: X/10\`, and 2-4 sentences of reasoning — never a bare bullet list; a closing \`Net:\` line. Split chains / 5+ options: one prose block per per-option call, in sequence. Then STOP and wait — the user's typed answer is the decision. In plan mode this satisfies end-of-turn like a tool call.
+
+**Continuation — mapping a typed reply back to a brief.** Each brief carries a stable label (\`D<N>\`, or \`D<N>.k\` in a split chain). The user references it (e.g. "3.2: B"). A bare letter maps to the single most-recent UNANSWERED brief; if more than one is open (a split chain), do NOT guess — ask which \`D<N>.k\` it answers. Never apply a bare letter ambiguously across a chain.
+
+**One-way / destructive confirmations in prose.** When the decision is a one-way door (irreversible or destructive — delete, force-push, drop, overwrite), prose is a WEAKER gate than the tool, so make it stronger: require an explicit typed confirmation (the exact option letter or word), state plainly what is irreversible, and NEVER proceed on a vague, partial, or ambiguous reply — re-ask instead. Treat silence or "ok"/"sure" without the explicit choice as not-yet-confirmed.
 
 ### Format
 
@@ -113,7 +119,7 @@ Before calling AskUserQuestion, verify:
 - [ ] (recommended) label on one option (even for neutral-posture)
 - [ ] Dual-scale effort labels on effort-bearing options (human / CC)
 - [ ] Net line closes the decision
-- [ ] You are calling the tool, not writing prose — unless the documented failure fallback applies (then: prose with the mandatory triad — issue ELI10, per-choice Completeness, Recommendation + \`(recommended)\` — and a "reply with a letter" instruction, then STOP)
+- [ ] You are calling the tool, not writing prose — unless \`CONDUCTOR_SESSION: true\` (then prose is the DEFAULT, not the tool) OR the documented failure fallback applies (then: prose with the mandatory triad — issue ELI10, per-choice Completeness, Recommendation + \`(recommended)\` — and a "reply with a letter" instruction, then STOP)
 - [ ] Non-ASCII characters (CJK / accents) written directly, NOT \\u-escaped
 - [ ] If you had 5+ options, you split (or batched into ≤4-groups) — did NOT drop any
 - [ ] If you split, you checked dependencies between options before firing the chain
diff --git a/scripts/resolvers/preamble/generate-preamble-bash.ts b/scripts/resolvers/preamble/generate-preamble-bash.ts
index ecc30cef7..f82318f0c 100644
--- a/scripts/resolvers/preamble/generate-preamble-bash.ts
+++ b/scripts/resolvers/preamble/generate-preamble-bash.ts
@@ -36,6 +36,13 @@ echo "REPO_MODE: $REPO_MODE"
 _SESSION_KIND=$(${ctx.paths.binDir}/gstack-session-kind 2>/dev/null || echo "interactive")
 case "$_SESSION_KIND" in spawned|headless|interactive) ;; *) _SESSION_KIND="interactive" ;; esac
 echo "SESSION_KIND: $_SESSION_KIND"
+# Conductor host: AskUserQuestion is unreliable here (native disabled, MCP
+# variant flaky), so skills render decisions as prose instead of calling the
+# tool. Gated on !headless so an eval/CI run INSIDE Conductor (GSTACK_HEADLESS)
+# still BLOCKs rather than rendering prose to nobody.
+if [ "$_SESSION_KIND" != "headless" ] && { [ -n "\${CONDUCTOR_WORKSPACE_PATH:-}" ] || [ -n "\${CONDUCTOR_PORT:-}" ]; }; then
+  echo "CONDUCTOR_SESSION: true"
+fi
 _LAKE_SEEN=$([ -f ~/.gstack/.completeness-intro-seen ] && echo "yes" || echo "no")
 echo "LAKE_INTRO: $_LAKE_SEEN"
 _TEL=$(${ctx.paths.binDir}/gstack-config get telemetry 2>/dev/null || true)
diff --git a/setup-browser-cookies/SKILL.md b/setup-browser-cookies/SKILL.md
index 0d0a4f005..53f24d05c 100644
--- a/setup-browser-cookies/SKILL.md
+++ b/setup-browser-cookies/SKILL.md
@@ -45,6 +45,13 @@ echo "REPO_MODE: $REPO_MODE"
 _SESSION_KIND=$(~/.claude/skills/gstack/bin/gstack-session-kind 2>/dev/null || echo "interactive")
 case "$_SESSION_KIND" in spawned|headless|interactive) ;; *) _SESSION_KIND="interactive" ;; esac
 echo "SESSION_KIND: $_SESSION_KIND"
+# Conductor host: AskUserQuestion is unreliable here (native disabled, MCP
+# variant flaky), so skills render decisions as prose instead of calling the
+# tool. Gated on !headless so an eval/CI run INSIDE Conductor (GSTACK_HEADLESS)
+# still BLOCKs rather than rendering prose to nobody.
+if [ "$_SESSION_KIND" != "headless" ] && { [ -n "${CONDUCTOR_WORKSPACE_PATH:-}" ] || [ -n "${CONDUCTOR_PORT:-}" ]; }; then
+  echo "CONDUCTOR_SESSION: true"
+fi
 _LAKE_SEEN=$([ -f ~/.gstack/.completeness-intro-seen ] && echo "yes" || echo "no")
 echo "LAKE_INTRO: $_LAKE_SEEN"
 _TEL=$(~/.claude/skills/gstack/bin/gstack-config get telemetry 2>/dev/null || true)
diff --git a/setup-deploy/SKILL.md b/setup-deploy/SKILL.md
index 2873903ae..9765c3798 100644
--- a/setup-deploy/SKILL.md
+++ b/setup-deploy/SKILL.md
@@ -52,6 +52,13 @@ echo "REPO_MODE: $REPO_MODE"
 _SESSION_KIND=$(~/.claude/skills/gstack/bin/gstack-session-kind 2>/dev/null || echo "interactive")
 case "$_SESSION_KIND" in spawned|headless|interactive) ;; *) _SESSION_KIND="interactive" ;; esac
 echo "SESSION_KIND: $_SESSION_KIND"
+# Conductor host: AskUserQuestion is unreliable here (native disabled, MCP
+# variant flaky), so skills render decisions as prose instead of calling the
+# tool. Gated on !headless so an eval/CI run INSIDE Conductor (GSTACK_HEADLESS)
+# still BLOCKs rather than rendering prose to nobody.
+if [ "$_SESSION_KIND" != "headless" ] && { [ -n "${CONDUCTOR_WORKSPACE_PATH:-}" ] || [ -n "${CONDUCTOR_PORT:-}" ]; }; then
+  echo "CONDUCTOR_SESSION: true"
+fi
 _LAKE_SEEN=$([ -f ~/.gstack/.completeness-intro-seen ] && echo "yes" || echo "no")
 echo "LAKE_INTRO: $_LAKE_SEEN"
 _TEL=$(~/.claude/skills/gstack/bin/gstack-config get telemetry 2>/dev/null || true)
@@ -301,7 +308,9 @@ AI orchestrator (e.g., OpenClaw). In spawned sessions:
 
 "AskUserQuestion" can resolve to two tools at runtime: the **host MCP variant** (e.g. `mcp__conductor__AskUserQuestion` — appears in your tool list when the host registers it) or the **native** Claude Code tool.
 
-**Rule:** if any `mcp__*__AskUserQuestion` variant is in your tool list, prefer it. Hosts may disable native AUQ via `--disallowedTools AskUserQuestion` (Conductor does, by default) and route through their MCP variant; calling native there silently fails. Same questions/options shape; same decision-brief format applies.
+**Conductor rule (read before the MCP rule):** if `CONDUCTOR_SESSION: true` was echoed by the preamble, do NOT call AskUserQuestion at all — neither native nor any `mcp__*__AskUserQuestion` variant. Render EVERY decision brief as the **prose form** below and STOP. This is proactive, not a reaction to a failure: Conductor disables native AUQ and its MCP variant is flaky (it returns `[Tool result missing due to internal error]`), so prose is the reliable path. **Auto-decide preferences still apply first:** if a `[plan-tune auto-decide] <id> → <option>` result has already surfaced for a question, proceed with that option (no prose). Because in Conductor you go straight to prose without ever calling the tool, this auto-decide-first ordering is enforced HERE, not only by the PreToolUse hook. When you render a Conductor prose brief, also capture it with `bin/gstack-question-log` (the PostToolUse capture hook never fires on a prose path, so `/plan-tune` history/learning depends on this call).
+
+**Rule (non-Conductor):** if any `mcp__*__AskUserQuestion` variant is in your tool list, prefer it. Hosts may disable native AUQ via `--disallowedTools AskUserQuestion` (Conductor does, by default) and route through their MCP variant; calling native there silently fails. Same questions/options shape; same decision-brief format applies.
 
 If AskUserQuestion is unavailable (no variant in your tool list) OR a call to it fails, do NOT silently auto-decide or write the decision to the plan file as a substitute. Follow the **failure fallback** below.
 
@@ -323,7 +332,11 @@ Tell three outcomes apart:
 2. **Completeness scores per choice** — explicit `Completeness: X/10` on EACH choice (10 complete, 7 happy-path, 3 shortcut); use the kind-note when options differ in kind not coverage, but never silently drop the score.
 3. **The recommendation and why** — a `Recommendation: <choice> because <reason>` line plus the `(recommended)` marker on that choice.
 
-Layout: a `D<N>` title + a one-line note that AskUserQuestion failed and to reply with a letter; the issue ELI10; the Recommendation line; then ONE paragraph per choice carrying its `(recommended)` marker, its `Completeness: X/10`, and 2-4 sentences of reasoning — never a bare bullet list; a closing `Net:` line. Split chains / 5+ options: one prose block per per-option call, in sequence. Then STOP and wait — the user's typed answer is the decision. In plan mode this satisfies end-of-turn like a tool call.
+Layout: a `D<N>` title + a one-line note to reply with a letter (in Conductor this is the normal path; elsewhere it means AskUserQuestion was unavailable or errored); the issue ELI10; the Recommendation line; then ONE paragraph per choice carrying its `(recommended)` marker, its `Completeness: X/10`, and 2-4 sentences of reasoning — never a bare bullet list; a closing `Net:` line. Split chains / 5+ options: one prose block per per-option call, in sequence. Then STOP and wait — the user's typed answer is the decision. In plan mode this satisfies end-of-turn like a tool call.
+
+**Continuation — mapping a typed reply back to a brief.** Each brief carries a stable label (`D<N>`, or `D<N>.k` in a split chain). The user references it (e.g. "3.2: B"). A bare letter maps to the single most-recent UNANSWERED brief; if more than one is open (a split chain), do NOT guess — ask which `D<N>.k` it answers. Never apply a bare letter ambiguously across a chain.
+
+**One-way / destructive confirmations in prose.** When the decision is a one-way door (irreversible or destructive — delete, force-push, drop, overwrite), prose is a WEAKER gate than the tool, so make it stronger: require an explicit typed confirmation (the exact option letter or word), state plainly what is irreversible, and NEVER proceed on a vague, partial, or ambiguous reply — re-ask instead. Treat silence or "ok"/"sure" without the explicit choice as not-yet-confirmed.
 
 ### Format
 
@@ -407,7 +420,7 @@ Before calling AskUserQuestion, verify:
 - [ ] (recommended) label on one option (even for neutral-posture)
 - [ ] Dual-scale effort labels on effort-bearing options (human / CC)
 - [ ] Net line closes the decision
-- [ ] You are calling the tool, not writing prose — unless the documented failure fallback applies (then: prose with the mandatory triad — issue ELI10, per-choice Completeness, Recommendation + `(recommended)` — and a "reply with a letter" instruction, then STOP)
+- [ ] You are calling the tool, not writing prose — unless `CONDUCTOR_SESSION: true` (then prose is the DEFAULT, not the tool) OR the documented failure fallback applies (then: prose with the mandatory triad — issue ELI10, per-choice Completeness, Recommendation + `(recommended)` — and a "reply with a letter" instruction, then STOP)
 - [ ] Non-ASCII characters (CJK / accents) written directly, NOT \u-escaped
 - [ ] If you had 5+ options, you split (or batched into ≤4-groups) — did NOT drop any
 - [ ] If you split, you checked dependencies between options before firing the chain
diff --git a/setup-gbrain/SKILL.md b/setup-gbrain/SKILL.md
index 2b6c3a666..e6a041710 100644
--- a/setup-gbrain/SKILL.md
+++ b/setup-gbrain/SKILL.md
@@ -51,6 +51,13 @@ echo "REPO_MODE: $REPO_MODE"
 _SESSION_KIND=$(~/.claude/skills/gstack/bin/gstack-session-kind 2>/dev/null || echo "interactive")
 case "$_SESSION_KIND" in spawned|headless|interactive) ;; *) _SESSION_KIND="interactive" ;; esac
 echo "SESSION_KIND: $_SESSION_KIND"
+# Conductor host: AskUserQuestion is unreliable here (native disabled, MCP
+# variant flaky), so skills render decisions as prose instead of calling the
+# tool. Gated on !headless so an eval/CI run INSIDE Conductor (GSTACK_HEADLESS)
+# still BLOCKs rather than rendering prose to nobody.
+if [ "$_SESSION_KIND" != "headless" ] && { [ -n "${CONDUCTOR_WORKSPACE_PATH:-}" ] || [ -n "${CONDUCTOR_PORT:-}" ]; }; then
+  echo "CONDUCTOR_SESSION: true"
+fi
 _LAKE_SEEN=$([ -f ~/.gstack/.completeness-intro-seen ] && echo "yes" || echo "no")
 echo "LAKE_INTRO: $_LAKE_SEEN"
 _TEL=$(~/.claude/skills/gstack/bin/gstack-config get telemetry 2>/dev/null || true)
@@ -300,7 +307,9 @@ AI orchestrator (e.g., OpenClaw). In spawned sessions:
 
 "AskUserQuestion" can resolve to two tools at runtime: the **host MCP variant** (e.g. `mcp__conductor__AskUserQuestion` — appears in your tool list when the host registers it) or the **native** Claude Code tool.
 
-**Rule:** if any `mcp__*__AskUserQuestion` variant is in your tool list, prefer it. Hosts may disable native AUQ via `--disallowedTools AskUserQuestion` (Conductor does, by default) and route through their MCP variant; calling native there silently fails. Same questions/options shape; same decision-brief format applies.
+**Conductor rule (read before the MCP rule):** if `CONDUCTOR_SESSION: true` was echoed by the preamble, do NOT call AskUserQuestion at all — neither native nor any `mcp__*__AskUserQuestion` variant. Render EVERY decision brief as the **prose form** below and STOP. This is proactive, not a reaction to a failure: Conductor disables native AUQ and its MCP variant is flaky (it returns `[Tool result missing due to internal error]`), so prose is the reliable path. **Auto-decide preferences still apply first:** if a `[plan-tune auto-decide] <id> → <option>` result has already surfaced for a question, proceed with that option (no prose). Because in Conductor you go straight to prose without ever calling the tool, this auto-decide-first ordering is enforced HERE, not only by the PreToolUse hook. When you render a Conductor prose brief, also capture it with `bin/gstack-question-log` (the PostToolUse capture hook never fires on a prose path, so `/plan-tune` history/learning depends on this call).
+
+**Rule (non-Conductor):** if any `mcp__*__AskUserQuestion` variant is in your tool list, prefer it. Hosts may disable native AUQ via `--disallowedTools AskUserQuestion` (Conductor does, by default) and route through their MCP variant; calling native there silently fails. Same questions/options shape; same decision-brief format applies.
 
 If AskUserQuestion is unavailable (no variant in your tool list) OR a call to it fails, do NOT silently auto-decide or write the decision to the plan file as a substitute. Follow the **failure fallback** below.
 
@@ -322,7 +331,11 @@ Tell three outcomes apart:
 2. **Completeness scores per choice** — explicit `Completeness: X/10` on EACH choice (10 complete, 7 happy-path, 3 shortcut); use the kind-note when options differ in kind not coverage, but never silently drop the score.
 3. **The recommendation and why** — a `Recommendation: <choice> because <reason>` line plus the `(recommended)` marker on that choice.
 
-Layout: a `D<N>` title + a one-line note that AskUserQuestion failed and to reply with a letter; the issue ELI10; the Recommendation line; then ONE paragraph per choice carrying its `(recommended)` marker, its `Completeness: X/10`, and 2-4 sentences of reasoning — never a bare bullet list; a closing `Net:` line. Split chains / 5+ options: one prose block per per-option call, in sequence. Then STOP and wait — the user's typed answer is the decision. In plan mode this satisfies end-of-turn like a tool call.
+Layout: a `D<N>` title + a one-line note to reply with a letter (in Conductor this is the normal path; elsewhere it means AskUserQuestion was unavailable or errored); the issue ELI10; the Recommendation line; then ONE paragraph per choice carrying its `(recommended)` marker, its `Completeness: X/10`, and 2-4 sentences of reasoning — never a bare bullet list; a closing `Net:` line. Split chains / 5+ options: one prose block per per-option call, in sequence. Then STOP and wait — the user's typed answer is the decision. In plan mode this satisfies end-of-turn like a tool call.
+
+**Continuation — mapping a typed reply back to a brief.** Each brief carries a stable label (`D<N>`, or `D<N>.k` in a split chain). The user references it (e.g. "3.2: B"). A bare letter maps to the single most-recent UNANSWERED brief; if more than one is open (a split chain), do NOT guess — ask which `D<N>.k` it answers. Never apply a bare letter ambiguously across a chain.
+
+**One-way / destructive confirmations in prose.** When the decision is a one-way door (irreversible or destructive — delete, force-push, drop, overwrite), prose is a WEAKER gate than the tool, so make it stronger: require an explicit typed confirmation (the exact option letter or word), state plainly what is irreversible, and NEVER proceed on a vague, partial, or ambiguous reply — re-ask instead. Treat silence or "ok"/"sure" without the explicit choice as not-yet-confirmed.
 
 ### Format
 
@@ -406,7 +419,7 @@ Before calling AskUserQuestion, verify:
 - [ ] (recommended) label on one option (even for neutral-posture)
 - [ ] Dual-scale effort labels on effort-bearing options (human / CC)
 - [ ] Net line closes the decision
-- [ ] You are calling the tool, not writing prose — unless the documented failure fallback applies (then: prose with the mandatory triad — issue ELI10, per-choice Completeness, Recommendation + `(recommended)` — and a "reply with a letter" instruction, then STOP)
+- [ ] You are calling the tool, not writing prose — unless `CONDUCTOR_SESSION: true` (then prose is the DEFAULT, not the tool) OR the documented failure fallback applies (then: prose with the mandatory triad — issue ELI10, per-choice Completeness, Recommendation + `(recommended)` — and a "reply with a letter" instruction, then STOP)
 - [ ] Non-ASCII characters (CJK / accents) written directly, NOT \u-escaped
 - [ ] If you had 5+ options, you split (or batched into ≤4-groups) — did NOT drop any
 - [ ] If you split, you checked dependencies between options before firing the chain
diff --git a/ship/SKILL.md b/ship/SKILL.md
index f78dcd5a0..a8ebb77d7 100644
--- a/ship/SKILL.md
+++ b/ship/SKILL.md
@@ -53,6 +53,13 @@ echo "REPO_MODE: $REPO_MODE"
 _SESSION_KIND=$(~/.claude/skills/gstack/bin/gstack-session-kind 2>/dev/null || echo "interactive")
 case "$_SESSION_KIND" in spawned|headless|interactive) ;; *) _SESSION_KIND="interactive" ;; esac
 echo "SESSION_KIND: $_SESSION_KIND"
+# Conductor host: AskUserQuestion is unreliable here (native disabled, MCP
+# variant flaky), so skills render decisions as prose instead of calling the
+# tool. Gated on !headless so an eval/CI run INSIDE Conductor (GSTACK_HEADLESS)
+# still BLOCKs rather than rendering prose to nobody.
+if [ "$_SESSION_KIND" != "headless" ] && { [ -n "${CONDUCTOR_WORKSPACE_PATH:-}" ] || [ -n "${CONDUCTOR_PORT:-}" ]; }; then
+  echo "CONDUCTOR_SESSION: true"
+fi
 _LAKE_SEEN=$([ -f ~/.gstack/.completeness-intro-seen ] && echo "yes" || echo "no")
 echo "LAKE_INTRO: $_LAKE_SEEN"
 _TEL=$(~/.claude/skills/gstack/bin/gstack-config get telemetry 2>/dev/null || true)
@@ -302,7 +309,9 @@ AI orchestrator (e.g., OpenClaw). In spawned sessions:
 
 "AskUserQuestion" can resolve to two tools at runtime: the **host MCP variant** (e.g. `mcp__conductor__AskUserQuestion` — appears in your tool list when the host registers it) or the **native** Claude Code tool.
 
-**Rule:** if any `mcp__*__AskUserQuestion` variant is in your tool list, prefer it. Hosts may disable native AUQ via `--disallowedTools AskUserQuestion` (Conductor does, by default) and route through their MCP variant; calling native there silently fails. Same questions/options shape; same decision-brief format applies.
+**Conductor rule (read before the MCP rule):** if `CONDUCTOR_SESSION: true` was echoed by the preamble, do NOT call AskUserQuestion at all — neither native nor any `mcp__*__AskUserQuestion` variant. Render EVERY decision brief as the **prose form** below and STOP. This is proactive, not a reaction to a failure: Conductor disables native AUQ and its MCP variant is flaky (it returns `[Tool result missing due to internal error]`), so prose is the reliable path. **Auto-decide preferences still apply first:** if a `[plan-tune auto-decide] <id> → <option>` result has already surfaced for a question, proceed with that option (no prose). Because in Conductor you go straight to prose without ever calling the tool, this auto-decide-first ordering is enforced HERE, not only by the PreToolUse hook. When you render a Conductor prose brief, also capture it with `bin/gstack-question-log` (the PostToolUse capture hook never fires on a prose path, so `/plan-tune` history/learning depends on this call).
+
+**Rule (non-Conductor):** if any `mcp__*__AskUserQuestion` variant is in your tool list, prefer it. Hosts may disable native AUQ via `--disallowedTools AskUserQuestion` (Conductor does, by default) and route through their MCP variant; calling native there silently fails. Same questions/options shape; same decision-brief format applies.
 
 If AskUserQuestion is unavailable (no variant in your tool list) OR a call to it fails, do NOT silently auto-decide or write the decision to the plan file as a substitute. Follow the **failure fallback** below.
 
@@ -324,7 +333,11 @@ Tell three outcomes apart:
 2. **Completeness scores per choice** — explicit `Completeness: X/10` on EACH choice (10 complete, 7 happy-path, 3 shortcut); use the kind-note when options differ in kind not coverage, but never silently drop the score.
 3. **The recommendation and why** — a `Recommendation: <choice> because <reason>` line plus the `(recommended)` marker on that choice.
 
-Layout: a `D<N>` title + a one-line note that AskUserQuestion failed and to reply with a letter; the issue ELI10; the Recommendation line; then ONE paragraph per choice carrying its `(recommended)` marker, its `Completeness: X/10`, and 2-4 sentences of reasoning — never a bare bullet list; a closing `Net:` line. Split chains / 5+ options: one prose block per per-option call, in sequence. Then STOP and wait — the user's typed answer is the decision. In plan mode this satisfies end-of-turn like a tool call.
+Layout: a `D<N>` title + a one-line note to reply with a letter (in Conductor this is the normal path; elsewhere it means AskUserQuestion was unavailable or errored); the issue ELI10; the Recommendation line; then ONE paragraph per choice carrying its `(recommended)` marker, its `Completeness: X/10`, and 2-4 sentences of reasoning — never a bare bullet list; a closing `Net:` line. Split chains / 5+ options: one prose block per per-option call, in sequence. Then STOP and wait — the user's typed answer is the decision. In plan mode this satisfies end-of-turn like a tool call.
+
+**Continuation — mapping a typed reply back to a brief.** Each brief carries a stable label (`D<N>`, or `D<N>.k` in a split chain). The user references it (e.g. "3.2: B"). A bare letter maps to the single most-recent UNANSWERED brief; if more than one is open (a split chain), do NOT guess — ask which `D<N>.k` it answers. Never apply a bare letter ambiguously across a chain.
+
+**One-way / destructive confirmations in prose.** When the decision is a one-way door (irreversible or destructive — delete, force-push, drop, overwrite), prose is a WEAKER gate than the tool, so make it stronger: require an explicit typed confirmation (the exact option letter or word), state plainly what is irreversible, and NEVER proceed on a vague, partial, or ambiguous reply — re-ask instead. Treat silence or "ok"/"sure" without the explicit choice as not-yet-confirmed.
 
 ### Format
 
@@ -408,7 +421,7 @@ Before calling AskUserQuestion, verify:
 - [ ] (recommended) label on one option (even for neutral-posture)
 - [ ] Dual-scale effort labels on effort-bearing options (human / CC)
 - [ ] Net line closes the decision
-- [ ] You are calling the tool, not writing prose — unless the documented failure fallback applies (then: prose with the mandatory triad — issue ELI10, per-choice Completeness, Recommendation + `(recommended)` — and a "reply with a letter" instruction, then STOP)
+- [ ] You are calling the tool, not writing prose — unless `CONDUCTOR_SESSION: true` (then prose is the DEFAULT, not the tool) OR the documented failure fallback applies (then: prose with the mandatory triad — issue ELI10, per-choice Completeness, Recommendation + `(recommended)` — and a "reply with a letter" instruction, then STOP)
 - [ ] Non-ASCII characters (CJK / accents) written directly, NOT \u-escaped
 - [ ] If you had 5+ options, you split (or batched into ≤4-groups) — did NOT drop any
 - [ ] If you split, you checked dependencies between options before firing the chain
diff --git a/skillify/SKILL.md b/skillify/SKILL.md
index 6daf635bd..c3db38b4d 100644
--- a/skillify/SKILL.md
+++ b/skillify/SKILL.md
@@ -49,6 +49,13 @@ echo "REPO_MODE: $REPO_MODE"
 _SESSION_KIND=$(~/.claude/skills/gstack/bin/gstack-session-kind 2>/dev/null || echo "interactive")
 case "$_SESSION_KIND" in spawned|headless|interactive) ;; *) _SESSION_KIND="interactive" ;; esac
 echo "SESSION_KIND: $_SESSION_KIND"
+# Conductor host: AskUserQuestion is unreliable here (native disabled, MCP
+# variant flaky), so skills render decisions as prose instead of calling the
+# tool. Gated on !headless so an eval/CI run INSIDE Conductor (GSTACK_HEADLESS)
+# still BLOCKs rather than rendering prose to nobody.
+if [ "$_SESSION_KIND" != "headless" ] && { [ -n "${CONDUCTOR_WORKSPACE_PATH:-}" ] || [ -n "${CONDUCTOR_PORT:-}" ]; }; then
+  echo "CONDUCTOR_SESSION: true"
+fi
 _LAKE_SEEN=$([ -f ~/.gstack/.completeness-intro-seen ] && echo "yes" || echo "no")
 echo "LAKE_INTRO: $_LAKE_SEEN"
 _TEL=$(~/.claude/skills/gstack/bin/gstack-config get telemetry 2>/dev/null || true)
@@ -298,7 +305,9 @@ AI orchestrator (e.g., OpenClaw). In spawned sessions:
 
 "AskUserQuestion" can resolve to two tools at runtime: the **host MCP variant** (e.g. `mcp__conductor__AskUserQuestion` — appears in your tool list when the host registers it) or the **native** Claude Code tool.
 
-**Rule:** if any `mcp__*__AskUserQuestion` variant is in your tool list, prefer it. Hosts may disable native AUQ via `--disallowedTools AskUserQuestion` (Conductor does, by default) and route through their MCP variant; calling native there silently fails. Same questions/options shape; same decision-brief format applies.
+**Conductor rule (read before the MCP rule):** if `CONDUCTOR_SESSION: true` was echoed by the preamble, do NOT call AskUserQuestion at all — neither native nor any `mcp__*__AskUserQuestion` variant. Render EVERY decision brief as the **prose form** below and STOP. This is proactive, not a reaction to a failure: Conductor disables native AUQ and its MCP variant is flaky (it returns `[Tool result missing due to internal error]`), so prose is the reliable path. **Auto-decide preferences still apply first:** if a `[plan-tune auto-decide] <id> → <option>` result has already surfaced for a question, proceed with that option (no prose). Because in Conductor you go straight to prose without ever calling the tool, this auto-decide-first ordering is enforced HERE, not only by the PreToolUse hook. When you render a Conductor prose brief, also capture it with `bin/gstack-question-log` (the PostToolUse capture hook never fires on a prose path, so `/plan-tune` history/learning depends on this call).
+
+**Rule (non-Conductor):** if any `mcp__*__AskUserQuestion` variant is in your tool list, prefer it. Hosts may disable native AUQ via `--disallowedTools AskUserQuestion` (Conductor does, by default) and route through their MCP variant; calling native there silently fails. Same questions/options shape; same decision-brief format applies.
 
 If AskUserQuestion is unavailable (no variant in your tool list) OR a call to it fails, do NOT silently auto-decide or write the decision to the plan file as a substitute. Follow the **failure fallback** below.
 
@@ -320,7 +329,11 @@ Tell three outcomes apart:
 2. **Completeness scores per choice** — explicit `Completeness: X/10` on EACH choice (10 complete, 7 happy-path, 3 shortcut); use the kind-note when options differ in kind not coverage, but never silently drop the score.
 3. **The recommendation and why** — a `Recommendation: <choice> because <reason>` line plus the `(recommended)` marker on that choice.
 
-Layout: a `D<N>` title + a one-line note that AskUserQuestion failed and to reply with a letter; the issue ELI10; the Recommendation line; then ONE paragraph per choice carrying its `(recommended)` marker, its `Completeness: X/10`, and 2-4 sentences of reasoning — never a bare bullet list; a closing `Net:` line. Split chains / 5+ options: one prose block per per-option call, in sequence. Then STOP and wait — the user's typed answer is the decision. In plan mode this satisfies end-of-turn like a tool call.
+Layout: a `D<N>` title + a one-line note to reply with a letter (in Conductor this is the normal path; elsewhere it means AskUserQuestion was unavailable or errored); the issue ELI10; the Recommendation line; then ONE paragraph per choice carrying its `(recommended)` marker, its `Completeness: X/10`, and 2-4 sentences of reasoning — never a bare bullet list; a closing `Net:` line. Split chains / 5+ options: one prose block per per-option call, in sequence. Then STOP and wait — the user's typed answer is the decision. In plan mode this satisfies end-of-turn like a tool call.
+
+**Continuation — mapping a typed reply back to a brief.** Each brief carries a stable label (`D<N>`, or `D<N>.k` in a split chain). The user references it (e.g. "3.2: B"). A bare letter maps to the single most-recent UNANSWERED brief; if more than one is open (a split chain), do NOT guess — ask which `D<N>.k` it answers. Never apply a bare letter ambiguously across a chain.
+
+**One-way / destructive confirmations in prose.** When the decision is a one-way door (irreversible or destructive — delete, force-push, drop, overwrite), prose is a WEAKER gate than the tool, so make it stronger: require an explicit typed confirmation (the exact option letter or word), state plainly what is irreversible, and NEVER proceed on a vague, partial, or ambiguous reply — re-ask instead. Treat silence or "ok"/"sure" without the explicit choice as not-yet-confirmed.
 
 ### Format
 
@@ -404,7 +417,7 @@ Before calling AskUserQuestion, verify:
 - [ ] (recommended) label on one option (even for neutral-posture)
 - [ ] Dual-scale effort labels on effort-bearing options (human / CC)
 - [ ] Net line closes the decision
-- [ ] You are calling the tool, not writing prose — unless the documented failure fallback applies (then: prose with the mandatory triad — issue ELI10, per-choice Completeness, Recommendation + `(recommended)` — and a "reply with a letter" instruction, then STOP)
+- [ ] You are calling the tool, not writing prose — unless `CONDUCTOR_SESSION: true` (then prose is the DEFAULT, not the tool) OR the documented failure fallback applies (then: prose with the mandatory triad — issue ELI10, per-choice Completeness, Recommendation + `(recommended)` — and a "reply with a letter" instruction, then STOP)
 - [ ] Non-ASCII characters (CJK / accents) written directly, NOT \u-escaped
 - [ ] If you had 5+ options, you split (or batched into ≤4-groups) — did NOT drop any
 - [ ] If you split, you checked dependencies between options before firing the chain
diff --git a/spec/SKILL.md b/spec/SKILL.md
index 2c3b02f9f..89198cb91 100644
--- a/spec/SKILL.md
+++ b/spec/SKILL.md
@@ -50,6 +50,13 @@ echo "REPO_MODE: $REPO_MODE"
 _SESSION_KIND=$(~/.claude/skills/gstack/bin/gstack-session-kind 2>/dev/null || echo "interactive")
 case "$_SESSION_KIND" in spawned|headless|interactive) ;; *) _SESSION_KIND="interactive" ;; esac
 echo "SESSION_KIND: $_SESSION_KIND"
+# Conductor host: AskUserQuestion is unreliable here (native disabled, MCP
+# variant flaky), so skills render decisions as prose instead of calling the
+# tool. Gated on !headless so an eval/CI run INSIDE Conductor (GSTACK_HEADLESS)
+# still BLOCKs rather than rendering prose to nobody.
+if [ "$_SESSION_KIND" != "headless" ] && { [ -n "${CONDUCTOR_WORKSPACE_PATH:-}" ] || [ -n "${CONDUCTOR_PORT:-}" ]; }; then
+  echo "CONDUCTOR_SESSION: true"
+fi
 _LAKE_SEEN=$([ -f ~/.gstack/.completeness-intro-seen ] && echo "yes" || echo "no")
 echo "LAKE_INTRO: $_LAKE_SEEN"
 _TEL=$(~/.claude/skills/gstack/bin/gstack-config get telemetry 2>/dev/null || true)
@@ -299,7 +306,9 @@ AI orchestrator (e.g., OpenClaw). In spawned sessions:
 
 "AskUserQuestion" can resolve to two tools at runtime: the **host MCP variant** (e.g. `mcp__conductor__AskUserQuestion` — appears in your tool list when the host registers it) or the **native** Claude Code tool.
 
-**Rule:** if any `mcp__*__AskUserQuestion` variant is in your tool list, prefer it. Hosts may disable native AUQ via `--disallowedTools AskUserQuestion` (Conductor does, by default) and route through their MCP variant; calling native there silently fails. Same questions/options shape; same decision-brief format applies.
+**Conductor rule (read before the MCP rule):** if `CONDUCTOR_SESSION: true` was echoed by the preamble, do NOT call AskUserQuestion at all — neither native nor any `mcp__*__AskUserQuestion` variant. Render EVERY decision brief as the **prose form** below and STOP. This is proactive, not a reaction to a failure: Conductor disables native AUQ and its MCP variant is flaky (it returns `[Tool result missing due to internal error]`), so prose is the reliable path. **Auto-decide preferences still apply first:** if a `[plan-tune auto-decide] <id> → <option>` result has already surfaced for a question, proceed with that option (no prose). Because in Conductor you go straight to prose without ever calling the tool, this auto-decide-first ordering is enforced HERE, not only by the PreToolUse hook. When you render a Conductor prose brief, also capture it with `bin/gstack-question-log` (the PostToolUse capture hook never fires on a prose path, so `/plan-tune` history/learning depends on this call).
+
+**Rule (non-Conductor):** if any `mcp__*__AskUserQuestion` variant is in your tool list, prefer it. Hosts may disable native AUQ via `--disallowedTools AskUserQuestion` (Conductor does, by default) and route through their MCP variant; calling native there silently fails. Same questions/options shape; same decision-brief format applies.
 
 If AskUserQuestion is unavailable (no variant in your tool list) OR a call to it fails, do NOT silently auto-decide or write the decision to the plan file as a substitute. Follow the **failure fallback** below.
 
@@ -321,7 +330,11 @@ Tell three outcomes apart:
 2. **Completeness scores per choice** — explicit `Completeness: X/10` on EACH choice (10 complete, 7 happy-path, 3 shortcut); use the kind-note when options differ in kind not coverage, but never silently drop the score.
 3. **The recommendation and why** — a `Recommendation: <choice> because <reason>` line plus the `(recommended)` marker on that choice.
 
-Layout: a `D<N>` title + a one-line note that AskUserQuestion failed and to reply with a letter; the issue ELI10; the Recommendation line; then ONE paragraph per choice carrying its `(recommended)` marker, its `Completeness: X/10`, and 2-4 sentences of reasoning — never a bare bullet list; a closing `Net:` line. Split chains / 5+ options: one prose block per per-option call, in sequence. Then STOP and wait — the user's typed answer is the decision. In plan mode this satisfies end-of-turn like a tool call.
+Layout: a `D<N>` title + a one-line note to reply with a letter (in Conductor this is the normal path; elsewhere it means AskUserQuestion was unavailable or errored); the issue ELI10; the Recommendation line; then ONE paragraph per choice carrying its `(recommended)` marker, its `Completeness: X/10`, and 2-4 sentences of reasoning — never a bare bullet list; a closing `Net:` line. Split chains / 5+ options: one prose block per per-option call, in sequence. Then STOP and wait — the user's typed answer is the decision. In plan mode this satisfies end-of-turn like a tool call.
+
+**Continuation — mapping a typed reply back to a brief.** Each brief carries a stable label (`D<N>`, or `D<N>.k` in a split chain). The user references it (e.g. "3.2: B"). A bare letter maps to the single most-recent UNANSWERED brief; if more than one is open (a split chain), do NOT guess — ask which `D<N>.k` it answers. Never apply a bare letter ambiguously across a chain.
+
+**One-way / destructive confirmations in prose.** When the decision is a one-way door (irreversible or destructive — delete, force-push, drop, overwrite), prose is a WEAKER gate than the tool, so make it stronger: require an explicit typed confirmation (the exact option letter or word), state plainly what is irreversible, and NEVER proceed on a vague, partial, or ambiguous reply — re-ask instead. Treat silence or "ok"/"sure" without the explicit choice as not-yet-confirmed.
 
 ### Format
 
@@ -405,7 +418,7 @@ Before calling AskUserQuestion, verify:
 - [ ] (recommended) label on one option (even for neutral-posture)
 - [ ] Dual-scale effort labels on effort-bearing options (human / CC)
 - [ ] Net line closes the decision
-- [ ] You are calling the tool, not writing prose — unless the documented failure fallback applies (then: prose with the mandatory triad — issue ELI10, per-choice Completeness, Recommendation + `(recommended)` — and a "reply with a letter" instruction, then STOP)
+- [ ] You are calling the tool, not writing prose — unless `CONDUCTOR_SESSION: true` (then prose is the DEFAULT, not the tool) OR the documented failure fallback applies (then: prose with the mandatory triad — issue ELI10, per-choice Completeness, Recommendation + `(recommended)` — and a "reply with a letter" instruction, then STOP)
 - [ ] Non-ASCII characters (CJK / accents) written directly, NOT \u-escaped
 - [ ] If you had 5+ options, you split (or batched into ≤4-groups) — did NOT drop any
 - [ ] If you split, you checked dependencies between options before firing the chain
@@ -1078,6 +1091,13 @@ echo "REPO_MODE: $REPO_MODE"
 _SESSION_KIND=$(~/.claude/skills/gstack/bin/gstack-session-kind 2>/dev/null || echo "interactive")
 case "$_SESSION_KIND" in spawned|headless|interactive) ;; *) _SESSION_KIND="interactive" ;; esac
 echo "SESSION_KIND: $_SESSION_KIND"
+# Conductor host: AskUserQuestion is unreliable here (native disabled, MCP
+# variant flaky), so skills render decisions as prose instead of calling the
+# tool. Gated on !headless so an eval/CI run INSIDE Conductor (GSTACK_HEADLESS)
+# still BLOCKs rather than rendering prose to nobody.
+if [ "$_SESSION_KIND" != "headless" ] && { [ -n "${CONDUCTOR_WORKSPACE_PATH:-}" ] || [ -n "${CONDUCTOR_PORT:-}" ]; }; then
+  echo "CONDUCTOR_SESSION: true"
+fi
 _LAKE_SEEN=$([ -f ~/.gstack/.completeness-intro-seen ] && echo "yes" || echo "no")
 echo "LAKE_INTRO: $_LAKE_SEEN"
 _TEL=$(~/.claude/skills/gstack/bin/gstack-config get telemetry 2>/dev/null || true)
@@ -1327,7 +1347,9 @@ AI orchestrator (e.g., OpenClaw). In spawned sessions:
 
 "AskUserQuestion" can resolve to two tools at runtime: the **host MCP variant** (e.g. `mcp__conductor__AskUserQuestion` — appears in your tool list when the host registers it) or the **native** Claude Code tool.
 
-**Rule:** if any `mcp__*__AskUserQuestion` variant is in your tool list, prefer it. Hosts may disable native AUQ via `--disallowedTools AskUserQuestion` (Conductor does, by default) and route through their MCP variant; calling native there silently fails. Same questions/options shape; same decision-brief format applies.
+**Conductor rule (read before the MCP rule):** if `CONDUCTOR_SESSION: true` was echoed by the preamble, do NOT call AskUserQuestion at all — neither native nor any `mcp__*__AskUserQuestion` variant. Render EVERY decision brief as the **prose form** below and STOP. This is proactive, not a reaction to a failure: Conductor disables native AUQ and its MCP variant is flaky (it returns `[Tool result missing due to internal error]`), so prose is the reliable path. **Auto-decide preferences still apply first:** if a `[plan-tune auto-decide] <id> → <option>` result has already surfaced for a question, proceed with that option (no prose). Because in Conductor you go straight to prose without ever calling the tool, this auto-decide-first ordering is enforced HERE, not only by the PreToolUse hook. When you render a Conductor prose brief, also capture it with `bin/gstack-question-log` (the PostToolUse capture hook never fires on a prose path, so `/plan-tune` history/learning depends on this call).
+
+**Rule (non-Conductor):** if any `mcp__*__AskUserQuestion` variant is in your tool list, prefer it. Hosts may disable native AUQ via `--disallowedTools AskUserQuestion` (Conductor does, by default) and route through their MCP variant; calling native there silently fails. Same questions/options shape; same decision-brief format applies.
 
 If AskUserQuestion is unavailable (no variant in your tool list) OR a call to it fails, do NOT silently auto-decide or write the decision to the plan file as a substitute. Follow the **failure fallback** below.
 
@@ -1349,7 +1371,11 @@ Tell three outcomes apart:
 2. **Completeness scores per choice** — explicit `Completeness: X/10` on EACH choice (10 complete, 7 happy-path, 3 shortcut); use the kind-note when options differ in kind not coverage, but never silently drop the score.
 3. **The recommendation and why** — a `Recommendation: <choice> because <reason>` line plus the `(recommended)` marker on that choice.
 
-Layout: a `D<N>` title + a one-line note that AskUserQuestion failed and to reply with a letter; the issue ELI10; the Recommendation line; then ONE paragraph per choice carrying its `(recommended)` marker, its `Completeness: X/10`, and 2-4 sentences of reasoning — never a bare bullet list; a closing `Net:` line. Split chains / 5+ options: one prose block per per-option call, in sequence. Then STOP and wait — the user's typed answer is the decision. In plan mode this satisfies end-of-turn like a tool call.
+Layout: a `D<N>` title + a one-line note to reply with a letter (in Conductor this is the normal path; elsewhere it means AskUserQuestion was unavailable or errored); the issue ELI10; the Recommendation line; then ONE paragraph per choice carrying its `(recommended)` marker, its `Completeness: X/10`, and 2-4 sentences of reasoning — never a bare bullet list; a closing `Net:` line. Split chains / 5+ options: one prose block per per-option call, in sequence. Then STOP and wait — the user's typed answer is the decision. In plan mode this satisfies end-of-turn like a tool call.
+
+**Continuation — mapping a typed reply back to a brief.** Each brief carries a stable label (`D<N>`, or `D<N>.k` in a split chain). The user references it (e.g. "3.2: B"). A bare letter maps to the single most-recent UNANSWERED brief; if more than one is open (a split chain), do NOT guess — ask which `D<N>.k` it answers. Never apply a bare letter ambiguously across a chain.
+
+**One-way / destructive confirmations in prose.** When the decision is a one-way door (irreversible or destructive — delete, force-push, drop, overwrite), prose is a WEAKER gate than the tool, so make it stronger: require an explicit typed confirmation (the exact option letter or word), state plainly what is irreversible, and NEVER proceed on a vague, partial, or ambiguous reply — re-ask instead. Treat silence or "ok"/"sure" without the explicit choice as not-yet-confirmed.
 
 ### Format
 
@@ -1433,7 +1459,7 @@ Before calling AskUserQuestion, verify:
 - [ ] (recommended) label on one option (even for neutral-posture)
 - [ ] Dual-scale effort labels on effort-bearing options (human / CC)
 - [ ] Net line closes the decision
-- [ ] You are calling the tool, not writing prose — unless the documented failure fallback applies (then: prose with the mandatory triad — issue ELI10, per-choice Completeness, Recommendation + `(recommended)` — and a "reply with a letter" instruction, then STOP)
+- [ ] You are calling the tool, not writing prose — unless `CONDUCTOR_SESSION: true` (then prose is the DEFAULT, not the tool) OR the documented failure fallback applies (then: prose with the mandatory triad — issue ELI10, per-choice Completeness, Recommendation + `(recommended)` — and a "reply with a letter" instruction, then STOP)
 - [ ] Non-ASCII characters (CJK / accents) written directly, NOT \u-escaped
 - [ ] If you had 5+ options, you split (or batched into ≤4-groups) — did NOT drop any
 - [ ] If you split, you checked dependencies between options before firing the chain
diff --git a/sync-gbrain/SKILL.md b/sync-gbrain/SKILL.md
index a2abc2141..eba49d403 100644
--- a/sync-gbrain/SKILL.md
+++ b/sync-gbrain/SKILL.md
@@ -51,6 +51,13 @@ echo "REPO_MODE: $REPO_MODE"
 _SESSION_KIND=$(~/.claude/skills/gstack/bin/gstack-session-kind 2>/dev/null || echo "interactive")
 case "$_SESSION_KIND" in spawned|headless|interactive) ;; *) _SESSION_KIND="interactive" ;; esac
 echo "SESSION_KIND: $_SESSION_KIND"
+# Conductor host: AskUserQuestion is unreliable here (native disabled, MCP
+# variant flaky), so skills render decisions as prose instead of calling the
+# tool. Gated on !headless so an eval/CI run INSIDE Conductor (GSTACK_HEADLESS)
+# still BLOCKs rather than rendering prose to nobody.
+if [ "$_SESSION_KIND" != "headless" ] && { [ -n "${CONDUCTOR_WORKSPACE_PATH:-}" ] || [ -n "${CONDUCTOR_PORT:-}" ]; }; then
+  echo "CONDUCTOR_SESSION: true"
+fi
 _LAKE_SEEN=$([ -f ~/.gstack/.completeness-intro-seen ] && echo "yes" || echo "no")
 echo "LAKE_INTRO: $_LAKE_SEEN"
 _TEL=$(~/.claude/skills/gstack/bin/gstack-config get telemetry 2>/dev/null || true)
@@ -300,7 +307,9 @@ AI orchestrator (e.g., OpenClaw). In spawned sessions:
 
 "AskUserQuestion" can resolve to two tools at runtime: the **host MCP variant** (e.g. `mcp__conductor__AskUserQuestion` — appears in your tool list when the host registers it) or the **native** Claude Code tool.
 
-**Rule:** if any `mcp__*__AskUserQuestion` variant is in your tool list, prefer it. Hosts may disable native AUQ via `--disallowedTools AskUserQuestion` (Conductor does, by default) and route through their MCP variant; calling native there silently fails. Same questions/options shape; same decision-brief format applies.
+**Conductor rule (read before the MCP rule):** if `CONDUCTOR_SESSION: true` was echoed by the preamble, do NOT call AskUserQuestion at all — neither native nor any `mcp__*__AskUserQuestion` variant. Render EVERY decision brief as the **prose form** below and STOP. This is proactive, not a reaction to a failure: Conductor disables native AUQ and its MCP variant is flaky (it returns `[Tool result missing due to internal error]`), so prose is the reliable path. **Auto-decide preferences still apply first:** if a `[plan-tune auto-decide] <id> → <option>` result has already surfaced for a question, proceed with that option (no prose). Because in Conductor you go straight to prose without ever calling the tool, this auto-decide-first ordering is enforced HERE, not only by the PreToolUse hook. When you render a Conductor prose brief, also capture it with `bin/gstack-question-log` (the PostToolUse capture hook never fires on a prose path, so `/plan-tune` history/learning depends on this call).
+
+**Rule (non-Conductor):** if any `mcp__*__AskUserQuestion` variant is in your tool list, prefer it. Hosts may disable native AUQ via `--disallowedTools AskUserQuestion` (Conductor does, by default) and route through their MCP variant; calling native there silently fails. Same questions/options shape; same decision-brief format applies.
 
 If AskUserQuestion is unavailable (no variant in your tool list) OR a call to it fails, do NOT silently auto-decide or write the decision to the plan file as a substitute. Follow the **failure fallback** below.
 
@@ -322,7 +331,11 @@ Tell three outcomes apart:
 2. **Completeness scores per choice** — explicit `Completeness: X/10` on EACH choice (10 complete, 7 happy-path, 3 shortcut); use the kind-note when options differ in kind not coverage, but never silently drop the score.
 3. **The recommendation and why** — a `Recommendation: <choice> because <reason>` line plus the `(recommended)` marker on that choice.
 
-Layout: a `D<N>` title + a one-line note that AskUserQuestion failed and to reply with a letter; the issue ELI10; the Recommendation line; then ONE paragraph per choice carrying its `(recommended)` marker, its `Completeness: X/10`, and 2-4 sentences of reasoning — never a bare bullet list; a closing `Net:` line. Split chains / 5+ options: one prose block per per-option call, in sequence. Then STOP and wait — the user's typed answer is the decision. In plan mode this satisfies end-of-turn like a tool call.
+Layout: a `D<N>` title + a one-line note to reply with a letter (in Conductor this is the normal path; elsewhere it means AskUserQuestion was unavailable or errored); the issue ELI10; the Recommendation line; then ONE paragraph per choice carrying its `(recommended)` marker, its `Completeness: X/10`, and 2-4 sentences of reasoning — never a bare bullet list; a closing `Net:` line. Split chains / 5+ options: one prose block per per-option call, in sequence. Then STOP and wait — the user's typed answer is the decision. In plan mode this satisfies end-of-turn like a tool call.
+
+**Continuation — mapping a typed reply back to a brief.** Each brief carries a stable label (`D<N>`, or `D<N>.k` in a split chain). The user references it (e.g. "3.2: B"). A bare letter maps to the single most-recent UNANSWERED brief; if more than one is open (a split chain), do NOT guess — ask which `D<N>.k` it answers. Never apply a bare letter ambiguously across a chain.
+
+**One-way / destructive confirmations in prose.** When the decision is a one-way door (irreversible or destructive — delete, force-push, drop, overwrite), prose is a WEAKER gate than the tool, so make it stronger: require an explicit typed confirmation (the exact option letter or word), state plainly what is irreversible, and NEVER proceed on a vague, partial, or ambiguous reply — re-ask instead. Treat silence or "ok"/"sure" without the explicit choice as not-yet-confirmed.
 
 ### Format
 
@@ -406,7 +419,7 @@ Before calling AskUserQuestion, verify:
 - [ ] (recommended) label on one option (even for neutral-posture)
 - [ ] Dual-scale effort labels on effort-bearing options (human / CC)
 - [ ] Net line closes the decision
-- [ ] You are calling the tool, not writing prose — unless the documented failure fallback applies (then: prose with the mandatory triad — issue ELI10, per-choice Completeness, Recommendation + `(recommended)` — and a "reply with a letter" instruction, then STOP)
+- [ ] You are calling the tool, not writing prose — unless `CONDUCTOR_SESSION: true` (then prose is the DEFAULT, not the tool) OR the documented failure fallback applies (then: prose with the mandatory triad — issue ELI10, per-choice Completeness, Recommendation + `(recommended)` — and a "reply with a letter" instruction, then STOP)
 - [ ] Non-ASCII characters (CJK / accents) written directly, NOT \u-escaped
 - [ ] If you had 5+ options, you split (or batched into ≤4-groups) — did NOT drop any
 - [ ] If you split, you checked dependencies between options before firing the chain
diff --git a/test/fixtures/golden/claude-ship-SKILL.md b/test/fixtures/golden/claude-ship-SKILL.md
index f78dcd5a0..a8ebb77d7 100644
--- a/test/fixtures/golden/claude-ship-SKILL.md
+++ b/test/fixtures/golden/claude-ship-SKILL.md
@@ -53,6 +53,13 @@ echo "REPO_MODE: $REPO_MODE"
 _SESSION_KIND=$(~/.claude/skills/gstack/bin/gstack-session-kind 2>/dev/null || echo "interactive")
 case "$_SESSION_KIND" in spawned|headless|interactive) ;; *) _SESSION_KIND="interactive" ;; esac
 echo "SESSION_KIND: $_SESSION_KIND"
+# Conductor host: AskUserQuestion is unreliable here (native disabled, MCP
+# variant flaky), so skills render decisions as prose instead of calling the
+# tool. Gated on !headless so an eval/CI run INSIDE Conductor (GSTACK_HEADLESS)
+# still BLOCKs rather than rendering prose to nobody.
+if [ "$_SESSION_KIND" != "headless" ] && { [ -n "${CONDUCTOR_WORKSPACE_PATH:-}" ] || [ -n "${CONDUCTOR_PORT:-}" ]; }; then
+  echo "CONDUCTOR_SESSION: true"
+fi
 _LAKE_SEEN=$([ -f ~/.gstack/.completeness-intro-seen ] && echo "yes" || echo "no")
 echo "LAKE_INTRO: $_LAKE_SEEN"
 _TEL=$(~/.claude/skills/gstack/bin/gstack-config get telemetry 2>/dev/null || true)
@@ -302,7 +309,9 @@ AI orchestrator (e.g., OpenClaw). In spawned sessions:
 
 "AskUserQuestion" can resolve to two tools at runtime: the **host MCP variant** (e.g. `mcp__conductor__AskUserQuestion` — appears in your tool list when the host registers it) or the **native** Claude Code tool.
 
-**Rule:** if any `mcp__*__AskUserQuestion` variant is in your tool list, prefer it. Hosts may disable native AUQ via `--disallowedTools AskUserQuestion` (Conductor does, by default) and route through their MCP variant; calling native there silently fails. Same questions/options shape; same decision-brief format applies.
+**Conductor rule (read before the MCP rule):** if `CONDUCTOR_SESSION: true` was echoed by the preamble, do NOT call AskUserQuestion at all — neither native nor any `mcp__*__AskUserQuestion` variant. Render EVERY decision brief as the **prose form** below and STOP. This is proactive, not a reaction to a failure: Conductor disables native AUQ and its MCP variant is flaky (it returns `[Tool result missing due to internal error]`), so prose is the reliable path. **Auto-decide preferences still apply first:** if a `[plan-tune auto-decide] <id> → <option>` result has already surfaced for a question, proceed with that option (no prose). Because in Conductor you go straight to prose without ever calling the tool, this auto-decide-first ordering is enforced HERE, not only by the PreToolUse hook. When you render a Conductor prose brief, also capture it with `bin/gstack-question-log` (the PostToolUse capture hook never fires on a prose path, so `/plan-tune` history/learning depends on this call).
+
+**Rule (non-Conductor):** if any `mcp__*__AskUserQuestion` variant is in your tool list, prefer it. Hosts may disable native AUQ via `--disallowedTools AskUserQuestion` (Conductor does, by default) and route through their MCP variant; calling native there silently fails. Same questions/options shape; same decision-brief format applies.
 
 If AskUserQuestion is unavailable (no variant in your tool list) OR a call to it fails, do NOT silently auto-decide or write the decision to the plan file as a substitute. Follow the **failure fallback** below.
 
@@ -324,7 +333,11 @@ Tell three outcomes apart:
 2. **Completeness scores per choice** — explicit `Completeness: X/10` on EACH choice (10 complete, 7 happy-path, 3 shortcut); use the kind-note when options differ in kind not coverage, but never silently drop the score.
 3. **The recommendation and why** — a `Recommendation: <choice> because <reason>` line plus the `(recommended)` marker on that choice.
 
-Layout: a `D<N>` title + a one-line note that AskUserQuestion failed and to reply with a letter; the issue ELI10; the Recommendation line; then ONE paragraph per choice carrying its `(recommended)` marker, its `Completeness: X/10`, and 2-4 sentences of reasoning — never a bare bullet list; a closing `Net:` line. Split chains / 5+ options: one prose block per per-option call, in sequence. Then STOP and wait — the user's typed answer is the decision. In plan mode this satisfies end-of-turn like a tool call.
+Layout: a `D<N>` title + a one-line note to reply with a letter (in Conductor this is the normal path; elsewhere it means AskUserQuestion was unavailable or errored); the issue ELI10; the Recommendation line; then ONE paragraph per choice carrying its `(recommended)` marker, its `Completeness: X/10`, and 2-4 sentences of reasoning — never a bare bullet list; a closing `Net:` line. Split chains / 5+ options: one prose block per per-option call, in sequence. Then STOP and wait — the user's typed answer is the decision. In plan mode this satisfies end-of-turn like a tool call.
+
+**Continuation — mapping a typed reply back to a brief.** Each brief carries a stable label (`D<N>`, or `D<N>.k` in a split chain). The user references it (e.g. "3.2: B"). A bare letter maps to the single most-recent UNANSWERED brief; if more than one is open (a split chain), do NOT guess — ask which `D<N>.k` it answers. Never apply a bare letter ambiguously across a chain.
+
+**One-way / destructive confirmations in prose.** When the decision is a one-way door (irreversible or destructive — delete, force-push, drop, overwrite), prose is a WEAKER gate than the tool, so make it stronger: require an explicit typed confirmation (the exact option letter or word), state plainly what is irreversible, and NEVER proceed on a vague, partial, or ambiguous reply — re-ask instead. Treat silence or "ok"/"sure" without the explicit choice as not-yet-confirmed.
 
 ### Format
 
@@ -408,7 +421,7 @@ Before calling AskUserQuestion, verify:
 - [ ] (recommended) label on one option (even for neutral-posture)
 - [ ] Dual-scale effort labels on effort-bearing options (human / CC)
 - [ ] Net line closes the decision
-- [ ] You are calling the tool, not writing prose — unless the documented failure fallback applies (then: prose with the mandatory triad — issue ELI10, per-choice Completeness, Recommendation + `(recommended)` — and a "reply with a letter" instruction, then STOP)
+- [ ] You are calling the tool, not writing prose — unless `CONDUCTOR_SESSION: true` (then prose is the DEFAULT, not the tool) OR the documented failure fallback applies (then: prose with the mandatory triad — issue ELI10, per-choice Completeness, Recommendation + `(recommended)` — and a "reply with a letter" instruction, then STOP)
 - [ ] Non-ASCII characters (CJK / accents) written directly, NOT \u-escaped
 - [ ] If you had 5+ options, you split (or batched into ≤4-groups) — did NOT drop any
 - [ ] If you split, you checked dependencies between options before firing the chain
diff --git a/test/fixtures/golden/codex-ship-SKILL.md b/test/fixtures/golden/codex-ship-SKILL.md
index 95de61439..2606a43c1 100644
--- a/test/fixtures/golden/codex-ship-SKILL.md
+++ b/test/fixtures/golden/codex-ship-SKILL.md
@@ -39,6 +39,13 @@ echo "REPO_MODE: $REPO_MODE"
 _SESSION_KIND=$($GSTACK_BIN/gstack-session-kind 2>/dev/null || echo "interactive")
 case "$_SESSION_KIND" in spawned|headless|interactive) ;; *) _SESSION_KIND="interactive" ;; esac
 echo "SESSION_KIND: $_SESSION_KIND"
+# Conductor host: AskUserQuestion is unreliable here (native disabled, MCP
+# variant flaky), so skills render decisions as prose instead of calling the
+# tool. Gated on !headless so an eval/CI run INSIDE Conductor (GSTACK_HEADLESS)
+# still BLOCKs rather than rendering prose to nobody.
+if [ "$_SESSION_KIND" != "headless" ] && { [ -n "${CONDUCTOR_WORKSPACE_PATH:-}" ] || [ -n "${CONDUCTOR_PORT:-}" ]; }; then
+  echo "CONDUCTOR_SESSION: true"
+fi
 _LAKE_SEEN=$([ -f ~/.gstack/.completeness-intro-seen ] && echo "yes" || echo "no")
 echo "LAKE_INTRO: $_LAKE_SEEN"
 _TEL=$($GSTACK_BIN/gstack-config get telemetry 2>/dev/null || true)
@@ -288,7 +295,9 @@ AI orchestrator (e.g., OpenClaw). In spawned sessions:
 
 "AskUserQuestion" can resolve to two tools at runtime: the **host MCP variant** (e.g. `mcp__conductor__AskUserQuestion` — appears in your tool list when the host registers it) or the **native** Claude Code tool.
 
-**Rule:** if any `mcp__*__AskUserQuestion` variant is in your tool list, prefer it. Hosts may disable native AUQ via `--disallowedTools AskUserQuestion` (Conductor does, by default) and route through their MCP variant; calling native there silently fails. Same questions/options shape; same decision-brief format applies.
+**Conductor rule (read before the MCP rule):** if `CONDUCTOR_SESSION: true` was echoed by the preamble, do NOT call AskUserQuestion at all — neither native nor any `mcp__*__AskUserQuestion` variant. Render EVERY decision brief as the **prose form** below and STOP. This is proactive, not a reaction to a failure: Conductor disables native AUQ and its MCP variant is flaky (it returns `[Tool result missing due to internal error]`), so prose is the reliable path. **Auto-decide preferences still apply first:** if a `[plan-tune auto-decide] <id> → <option>` result has already surfaced for a question, proceed with that option (no prose). Because in Conductor you go straight to prose without ever calling the tool, this auto-decide-first ordering is enforced HERE, not only by the PreToolUse hook. When you render a Conductor prose brief, also capture it with `bin/gstack-question-log` (the PostToolUse capture hook never fires on a prose path, so `/plan-tune` history/learning depends on this call).
+
+**Rule (non-Conductor):** if any `mcp__*__AskUserQuestion` variant is in your tool list, prefer it. Hosts may disable native AUQ via `--disallowedTools AskUserQuestion` (Conductor does, by default) and route through their MCP variant; calling native there silently fails. Same questions/options shape; same decision-brief format applies.
 
 If AskUserQuestion is unavailable (no variant in your tool list) OR a call to it fails, do NOT silently auto-decide or write the decision to the plan file as a substitute. Follow the **failure fallback** below.
 
@@ -310,7 +319,11 @@ Tell three outcomes apart:
 2. **Completeness scores per choice** — explicit `Completeness: X/10` on EACH choice (10 complete, 7 happy-path, 3 shortcut); use the kind-note when options differ in kind not coverage, but never silently drop the score.
 3. **The recommendation and why** — a `Recommendation: <choice> because <reason>` line plus the `(recommended)` marker on that choice.
 
-Layout: a `D<N>` title + a one-line note that AskUserQuestion failed and to reply with a letter; the issue ELI10; the Recommendation line; then ONE paragraph per choice carrying its `(recommended)` marker, its `Completeness: X/10`, and 2-4 sentences of reasoning — never a bare bullet list; a closing `Net:` line. Split chains / 5+ options: one prose block per per-option call, in sequence. Then STOP and wait — the user's typed answer is the decision. In plan mode this satisfies end-of-turn like a tool call.
+Layout: a `D<N>` title + a one-line note to reply with a letter (in Conductor this is the normal path; elsewhere it means AskUserQuestion was unavailable or errored); the issue ELI10; the Recommendation line; then ONE paragraph per choice carrying its `(recommended)` marker, its `Completeness: X/10`, and 2-4 sentences of reasoning — never a bare bullet list; a closing `Net:` line. Split chains / 5+ options: one prose block per per-option call, in sequence. Then STOP and wait — the user's typed answer is the decision. In plan mode this satisfies end-of-turn like a tool call.
+
+**Continuation — mapping a typed reply back to a brief.** Each brief carries a stable label (`D<N>`, or `D<N>.k` in a split chain). The user references it (e.g. "3.2: B"). A bare letter maps to the single most-recent UNANSWERED brief; if more than one is open (a split chain), do NOT guess — ask which `D<N>.k` it answers. Never apply a bare letter ambiguously across a chain.
+
+**One-way / destructive confirmations in prose.** When the decision is a one-way door (irreversible or destructive — delete, force-push, drop, overwrite), prose is a WEAKER gate than the tool, so make it stronger: require an explicit typed confirmation (the exact option letter or word), state plainly what is irreversible, and NEVER proceed on a vague, partial, or ambiguous reply — re-ask instead. Treat silence or "ok"/"sure" without the explicit choice as not-yet-confirmed.
 
 ### Format
 
@@ -394,7 +407,7 @@ Before calling AskUserQuestion, verify:
 - [ ] (recommended) label on one option (even for neutral-posture)
 - [ ] Dual-scale effort labels on effort-bearing options (human / CC)
 - [ ] Net line closes the decision
-- [ ] You are calling the tool, not writing prose — unless the documented failure fallback applies (then: prose with the mandatory triad — issue ELI10, per-choice Completeness, Recommendation + `(recommended)` — and a "reply with a letter" instruction, then STOP)
+- [ ] You are calling the tool, not writing prose — unless `CONDUCTOR_SESSION: true` (then prose is the DEFAULT, not the tool) OR the documented failure fallback applies (then: prose with the mandatory triad — issue ELI10, per-choice Completeness, Recommendation + `(recommended)` — and a "reply with a letter" instruction, then STOP)
 - [ ] Non-ASCII characters (CJK / accents) written directly, NOT \u-escaped
 - [ ] If you had 5+ options, you split (or batched into ≤4-groups) — did NOT drop any
 - [ ] If you split, you checked dependencies between options before firing the chain
diff --git a/test/fixtures/golden/factory-ship-SKILL.md b/test/fixtures/golden/factory-ship-SKILL.md
index dd8d0e01d..64193baa0 100644
--- a/test/fixtures/golden/factory-ship-SKILL.md
+++ b/test/fixtures/golden/factory-ship-SKILL.md
@@ -41,6 +41,13 @@ echo "REPO_MODE: $REPO_MODE"
 _SESSION_KIND=$($GSTACK_BIN/gstack-session-kind 2>/dev/null || echo "interactive")
 case "$_SESSION_KIND" in spawned|headless|interactive) ;; *) _SESSION_KIND="interactive" ;; esac
 echo "SESSION_KIND: $_SESSION_KIND"
+# Conductor host: AskUserQuestion is unreliable here (native disabled, MCP
+# variant flaky), so skills render decisions as prose instead of calling the
+# tool. Gated on !headless so an eval/CI run INSIDE Conductor (GSTACK_HEADLESS)
+# still BLOCKs rather than rendering prose to nobody.
+if [ "$_SESSION_KIND" != "headless" ] && { [ -n "${CONDUCTOR_WORKSPACE_PATH:-}" ] || [ -n "${CONDUCTOR_PORT:-}" ]; }; then
+  echo "CONDUCTOR_SESSION: true"
+fi
 _LAKE_SEEN=$([ -f ~/.gstack/.completeness-intro-seen ] && echo "yes" || echo "no")
 echo "LAKE_INTRO: $_LAKE_SEEN"
 _TEL=$($GSTACK_BIN/gstack-config get telemetry 2>/dev/null || true)
@@ -290,7 +297,9 @@ AI orchestrator (e.g., OpenClaw). In spawned sessions:
 
 "AskUserQuestion" can resolve to two tools at runtime: the **host MCP variant** (e.g. `mcp__conductor__AskUserQuestion` — appears in your tool list when the host registers it) or the **native** Claude Code tool.
 
-**Rule:** if any `mcp__*__AskUserQuestion` variant is in your tool list, prefer it. Hosts may disable native AUQ via `--disallowedTools AskUserQuestion` (Conductor does, by default) and route through their MCP variant; calling native there silently fails. Same questions/options shape; same decision-brief format applies.
+**Conductor rule (read before the MCP rule):** if `CONDUCTOR_SESSION: true` was echoed by the preamble, do NOT call AskUserQuestion at all — neither native nor any `mcp__*__AskUserQuestion` variant. Render EVERY decision brief as the **prose form** below and STOP. This is proactive, not a reaction to a failure: Conductor disables native AUQ and its MCP variant is flaky (it returns `[Tool result missing due to internal error]`), so prose is the reliable path. **Auto-decide preferences still apply first:** if a `[plan-tune auto-decide] <id> → <option>` result has already surfaced for a question, proceed with that option (no prose). Because in Conductor you go straight to prose without ever calling the tool, this auto-decide-first ordering is enforced HERE, not only by the PreToolUse hook. When you render a Conductor prose brief, also capture it with `bin/gstack-question-log` (the PostToolUse capture hook never fires on a prose path, so `/plan-tune` history/learning depends on this call).
+
+**Rule (non-Conductor):** if any `mcp__*__AskUserQuestion` variant is in your tool list, prefer it. Hosts may disable native AUQ via `--disallowedTools AskUserQuestion` (Conductor does, by default) and route through their MCP variant; calling native there silently fails. Same questions/options shape; same decision-brief format applies.
 
 If AskUserQuestion is unavailable (no variant in your tool list) OR a call to it fails, do NOT silently auto-decide or write the decision to the plan file as a substitute. Follow the **failure fallback** below.
 
@@ -312,7 +321,11 @@ Tell three outcomes apart:
 2. **Completeness scores per choice** — explicit `Completeness: X/10` on EACH choice (10 complete, 7 happy-path, 3 shortcut); use the kind-note when options differ in kind not coverage, but never silently drop the score.
 3. **The recommendation and why** — a `Recommendation: <choice> because <reason>` line plus the `(recommended)` marker on that choice.
 
-Layout: a `D<N>` title + a one-line note that AskUserQuestion failed and to reply with a letter; the issue ELI10; the Recommendation line; then ONE paragraph per choice carrying its `(recommended)` marker, its `Completeness: X/10`, and 2-4 sentences of reasoning — never a bare bullet list; a closing `Net:` line. Split chains / 5+ options: one prose block per per-option call, in sequence. Then STOP and wait — the user's typed answer is the decision. In plan mode this satisfies end-of-turn like a tool call.
+Layout: a `D<N>` title + a one-line note to reply with a letter (in Conductor this is the normal path; elsewhere it means AskUserQuestion was unavailable or errored); the issue ELI10; the Recommendation line; then ONE paragraph per choice carrying its `(recommended)` marker, its `Completeness: X/10`, and 2-4 sentences of reasoning — never a bare bullet list; a closing `Net:` line. Split chains / 5+ options: one prose block per per-option call, in sequence. Then STOP and wait — the user's typed answer is the decision. In plan mode this satisfies end-of-turn like a tool call.
+
+**Continuation — mapping a typed reply back to a brief.** Each brief carries a stable label (`D<N>`, or `D<N>.k` in a split chain). The user references it (e.g. "3.2: B"). A bare letter maps to the single most-recent UNANSWERED brief; if more than one is open (a split chain), do NOT guess — ask which `D<N>.k` it answers. Never apply a bare letter ambiguously across a chain.
+
+**One-way / destructive confirmations in prose.** When the decision is a one-way door (irreversible or destructive — delete, force-push, drop, overwrite), prose is a WEAKER gate than the tool, so make it stronger: require an explicit typed confirmation (the exact option letter or word), state plainly what is irreversible, and NEVER proceed on a vague, partial, or ambiguous reply — re-ask instead. Treat silence or "ok"/"sure" without the explicit choice as not-yet-confirmed.
 
 ### Format
 
@@ -396,7 +409,7 @@ Before calling AskUserQuestion, verify:
 - [ ] (recommended) label on one option (even for neutral-posture)
 - [ ] Dual-scale effort labels on effort-bearing options (human / CC)
 - [ ] Net line closes the decision
-- [ ] You are calling the tool, not writing prose — unless the documented failure fallback applies (then: prose with the mandatory triad — issue ELI10, per-choice Completeness, Recommendation + `(recommended)` — and a "reply with a letter" instruction, then STOP)
+- [ ] You are calling the tool, not writing prose — unless `CONDUCTOR_SESSION: true` (then prose is the DEFAULT, not the tool) OR the documented failure fallback applies (then: prose with the mandatory triad — issue ELI10, per-choice Completeness, Recommendation + `(recommended)` — and a "reply with a letter" instruction, then STOP)
 - [ ] Non-ASCII characters (CJK / accents) written directly, NOT \u-escaped
 - [ ] If you had 5+ options, you split (or batched into ≤4-groups) — did NOT drop any
 - [ ] If you split, you checked dependencies between options before firing the chain
diff --git a/test/helpers/carve-guards.ts b/test/helpers/carve-guards.ts
index 6a06ef086..11e559d8b 100644
--- a/test/helpers/carve-guards.ts
+++ b/test/helpers/carve-guards.ts
@@ -183,7 +183,9 @@ export const CARVE_GUARDS: Record<string, CarveGuard> = {
       gateAfterStop: 'EXIT PLAN MODE GATE',
     },
     behavioral: 'plan',
-    maxSkeletonBytes: 82_000,
+    // +Conductor AUQ-default-prose rule + one-way/continuation safety in the
+    // always-loaded AskUserQuestion Format section.
+    maxSkeletonBytes: 84_000,
     minUnionBytes: 70_000,
     mustContain: ['design', 'visual'],
   },
@@ -199,7 +201,9 @@ export const CARVE_GUARDS: Record<string, CarveGuard> = {
       gateAfterStop: 'EXIT PLAN MODE GATE',
     },
     behavioral: 'plan',
-    maxSkeletonBytes: 76_000,
+    // +Conductor AUQ-default-prose rule + one-way/destructive prose safety +
+    // continuation protocol in the always-loaded AskUserQuestion Format section.
+    maxSkeletonBytes: 78_000,
     minUnionBytes: 70_000,
     mustContain: ['developer experience', 'Getting Started'],
     // Default-on Codex outside-voice (codexPreflight block + CODEX_MODE branch
@@ -237,7 +241,9 @@ export const CARVE_GUARDS: Record<string, CarveGuard> = {
       gateAfterStop: undefined,
     },
     behavioral: 'prompt',
-    maxSkeletonBytes: 50_000,
+    // +Conductor AUQ-default-prose rule + one-way/continuation safety in the
+    // always-loaded AskUserQuestion Format section.
+    maxSkeletonBytes: 53_000,
     minUnionBytes: 55_000,
     mustContain: ['CHANGELOG', 'Diataxis', 'coverage'],
     // Two intentional additions stack on this small skill: the AUQ-failure prose
@@ -262,7 +268,9 @@ export const CARVE_GUARDS: Record<string, CarveGuard> = {
       gateAfterStop: undefined,
     },
     behavioral: 'prompt',
-    maxSkeletonBytes: 64_000,
+    // +Conductor AUQ-default-prose rule + one-way/continuation safety in the
+    // always-loaded AskUserQuestion Format section.
+    maxSkeletonBytes: 67_000,
     minUnionBytes: 72_000,
     mustContain: ['Typography', 'Color', 'Aesthetic Direction'],
     // Cross-cutting preamble growth (v1.57.2.0 AUQ-failure prose fallback ~2KB +
@@ -298,7 +306,9 @@ export const CARVE_GUARDS: Record<string, CarveGuard> = {
       gateAfterStop: undefined,
     },
     behavioral: 'prompt',
-    maxSkeletonBytes: 70_000,
+    // +Conductor AUQ-default-prose rule + one-way/continuation safety in the
+    // always-loaded AskUserQuestion Format section.
+    maxSkeletonBytes: 73_000,
     minUnionBytes: 72_000,
     mustContain: ['OWASP', 'STRIDE', 'daily', 'comprehensive', 'verif'],
     // cso keeps its mode-dispatch + FP-filtering phases always-loaded, so the
diff --git a/test/preamble-compose.test.ts b/test/preamble-compose.test.ts
index 22fdfd7c8..f2bcf8bfc 100644
--- a/test/preamble-compose.test.ts
+++ b/test/preamble-compose.test.ts
@@ -70,3 +70,13 @@ describe('Preamble composition order', () => {
     expect(out).not.toContain('## AskUserQuestion Format');
   });
 });
+
+describe('Conductor signal (preamble bash)', () => {
+  test('claude preamble emits CONDUCTOR_SESSION, gated on != headless (Issue 8)', () => {
+    const out = generatePreamble(makeCtx('claude', 2, 'claude'));
+    expect(out).toContain('echo "CONDUCTOR_SESSION: true"');
+    // The emission must be suppressed when the session is headless (eval/CI
+    // inside Conductor must BLOCK, not render prose to nobody).
+    expect(out).toMatch(/"\$_SESSION_KIND" != "headless"[\s\S]*CONDUCTOR_WORKSPACE_PATH[\s\S]*CONDUCTOR_PORT[\s\S]*CONDUCTOR_SESSION: true/);
+  });
+});
diff --git a/test/resolver-ask-user-format.test.ts b/test/resolver-ask-user-format.test.ts
index 69e66a055..0b498af0a 100644
--- a/test/resolver-ask-user-format.test.ts
+++ b/test/resolver-ask-user-format.test.ts
@@ -225,8 +225,25 @@ describe('generateAskUserFormat — runtime-failure prose fallback', () => {
     expect(out).toMatch(/must be sent as tool_use, not prose — unless the documented failure fallback/);
   });
 
-  test('OV2: the self-check "not writing prose" line carries the fallback qualifier', () => {
-    expect(out).toMatch(/not writing prose — unless the documented failure fallback applies/);
+  test('OV2: the self-check "not writing prose" line carries the Conductor + fallback qualifiers', () => {
+    // After the Conductor-default-prose change, the exception is two-pronged:
+    // CONDUCTOR_SESSION makes prose the default, OR the documented failure fallback.
+    expect(out).toMatch(/not writing prose — unless `CONDUCTOR_SESSION: true`[\s\S]*OR the documented failure fallback applies/);
+  });
+
+  // Conductor-default-prose contract (the proactive path, distinct from the
+  // failure fallback). Guards the Tool-resolution rule + self-check wording.
+  test('Conductor: do-not-call rule present in Tool resolution', () => {
+    expect(out).toMatch(/CONDUCTOR_SESSION: true/);
+    expect(out).toMatch(/do NOT call AskUserQuestion at all/);
+    expect(out).toMatch(/Auto-decide preferences still apply first/);
+    expect(out).toMatch(/gstack-question-log/);
+  });
+
+  test('Conductor: one-way prose rule + continuation protocol present', () => {
+    expect(out).toMatch(/one-way\b[\s\S]*typed confirmation/i);
+    expect(out).toMatch(/never proceed on a vague/i);
+    expect(out).toMatch(/Continuation — mapping a typed reply/);
   });
 });