Commit Graph

3 Commits

Author SHA1 Message Date
Garry Tan ce5fbfa99f v1.52.0.0 feat(plan-tune): explicit consent + first-run setup wizard for contributors (#1741)
* feat(plan-tune): explicit-consent surface + setup gate for question_tuning

Step 0 grows two implicit gates that run before user-intent routing:
- Consent gate: question_tuning=false + no marker → offer opt-in (contributor-specific copy variant)
- Setup gate: question_tuning=true + declared empty + no marker → run 5-Q wizard

Markers (~/.gstack/.question-tuning-prompted, ~/.gstack/.declared-setup-prompted)
ensure each user is asked at most once. The Enable+setup section split into
"Consent + opt-in" (with contributor framing) and standalone "5-Q setup"
reachable from both the consent flow and the setup gate.

Also aligns the calibration gate across three docs (V0 said 90+ days, TODOS
said 2+ weeks, binary uses 7 days). The fix distinguishes:
- Display gate (sample_size>=20, skills>=3, question_ids>=8, days_span>=7):
  for rendering inferred values in /plan-tune output
- Promotion gate (90+ days stable across 3+ skills): for shipping E1
  behavior-adapting defaults

TODOS.md E1 card updated to reference 90+ days, plus Codex's substrate risk
note: generated skill prose is agent-compliance-based, so E1 ships as
advisory annotations on AskUserQuestion recommendations, not silent
AUTO_DECIDE. Tests can verify templates contain right reads but can't
prove agents obey them.

Per /plan-eng-review + Codex outside-voice 2026-05-26.

Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>

* chore: bump version and changelog (v1.49.0.0)

Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>

* feat(bins): honor GSTACK_STATE_ROOT override for test isolation

Plan-tune cathedral T1 (per D16 / Codex outside voice). The 3 bins that back
/plan-tune (question-log, question-preference, developer-profile) previously
ignored GSTACK_STATE_ROOT, so tests that tried to point state at a tempdir
via that env var silently wrote to the real ~/.gstack. Make STATE_ROOT take
precedence over GSTACK_HOME so the cathedral's E2E + unit tests can isolate
cleanly without sledgehammering HOME.

Order of precedence:
  GSTACK_STATE_ROOT > GSTACK_HOME > $HOME/.gstack

Matches the existing gstack-paths emission order.

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>

* test(plan-tune): regression coverage for v1.49 consent + setup gates

Plan-tune cathedral T2 + part of T1 follow-up (Codex IRON RULE — regressions
get tests). v1.49 shipped two prose-driven implicit gates inside plan-tune
Step 0 (consent, setup) with zero test coverage. The cathedral refactors that
template heavily; without tests, silent breakage is possible.

Three regression families plus a static template assertion:
1. Consent gate fires under qt=false + no marker; goes silent on marker write
   or qt=true flip.
2. Setup gate fires under qt=true + empty declared + no marker; goes silent
   when declared populates, marker is written, or qt is still false.
3. Marker idempotency: gates stay silent across 5 re-invocations after a
   single decline/bail. Markers honored independently.
4. Static template assertion: gate language can't be silently deleted
   without breaking a test.

Also extends gstack-config to honor GSTACK_STATE_ROOT (it was the last bin
still ignoring it — caught while writing the tests; without this, tests
would silently mutate the user's real config.yaml).

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>

* docs(spikes): Claude hook mutation + Codex session format

Plan-tune cathedral T4 (per D5/D10). Two Phase 1 design spikes that
downstream tasks (T3, T5, T6, T8, T9) depend on.

claude-code-hook-mutation.md
- Confirms PreToolUse allow + updatedInput is supported and is the right
  mechanism for substituting an auto-decided answer.
- Pins stdin/stdout JSON schemas with field-by-field reference.
- Documents matcher regex syntax for "(AskUserQuestion|mcp__.*__AskUserQuestion)"
  so Conductor's MCP-routed AUQ is covered.
- Captures parallel-hook merge order caveat and our settings.json snippet.

codex-session-format.md
- Maps the on-disk ~/.codex/sessions/<date>/rollout-*.jsonl schema by
  event type (response_item 76%, event_msg 19%, turn_context, session_meta).
- Critical finding: Codex has NO AskUserQuestion tool. Gstack AUQ-shaped
  Decision Briefs surface as agent_message text; answer is the next
  user_message. Two-tier recovery: marker-first (D18), then pattern
  fallback for hash-only logging.
- Confirms logs_2.sqlite is internal telemetry, not session content.
- Lists open questions to answer during T9 implementation.

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>

* feat(settings-hook): schema-aware PreToolUse/PostToolUse registration

Plan-tune cathedral T3 (per D4 + Codex correction). The previous bin only
knew SessionStart and dedup'd on the hardcoded `gstack-session-update`
substring. The cathedral needs PreToolUse + PostToolUse hooks registered
side-by-side with the user's own hooks, with explicit consent UX, backups,
and rollback.

New subcommands:
- add-event --event <SessionStart|PreToolUse|PostToolUse|...> --command <cmd>
  --source <tag> [--matcher <re>] [--timeout <s>]
- remove-source --source <tag>      # removes all entries tagged by source
- diff-event ...                    # preview without mutating
- rollback                          # restore latest backup
- list-sources                      # audit gstack-tagged hooks

Multi-source dedup via a new `_gstack_source` field on each hook entry
(Claude Code preserves unknown fields). Source tag lets plan-tune-cathedral
register PreToolUse + PostToolUse without colliding with the existing
SessionStart wiring, and lets remove-source clean up cleanly during
gstack-uninstall.

Backups written automatically to settings.json.bak.<ts> before any
mutation, with a .bak-latest pointer the rollback subcommand reads.

Existing legacy `add <cmd>` / `remove <cmd>` shape preserved verbatim so
setup --team and gstack-uninstall keep working unchanged.

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>

* feat(hooks): PostToolUse capture hook for AskUserQuestion

Plan-tune cathedral T5. Closes the substrate hole that motivated this
entire branch: agent-compliance-only logging produced zero events in weeks
of dogfood. PostToolUse hook captures every AUQ fire deterministically.

What ships:
- hosts/claude/hooks/question-log-hook.ts — TS hook that reads Claude
  Code's hook stdin, walks tool_input.questions[*], extracts user choice
  + recommended option from tool_response, spawns gstack-question-log per
  question.
- hosts/claude/hooks/question-log-hook — bash shim Claude Code's hook
  runner invokes; execs bun against the .ts file.
- Marker-first question_id extraction (D18 progressive markers):
  <gstack-qid:foo-bar> stripped from question text, used as the id.
  Hash fallback hook-<sha1[:10]> for unmarked questions (observed-only,
  never used as preference key — D18 hash drift mitigation).
- (recommended) label parsing for the user_choice/recommended fields,
  with refuse-on-ambiguous when two labels are present (D2 safety).
- Free-text capture: source=auq-other + free_text field when user picks
  Other and types (Layer 8 dream cycle input).
- Matcher covers both native AskUserQuestion and mcp__*__AskUserQuestion
  (Codex/Conductor catch from outside voice review).
- Crash safety: always exits 0; errors land in ~/.gstack/hook-errors.log
  so the user's session is never blocked by a hook failure.

gstack-question-log extended to:
- Accept `source` field (default 'agent', new values: hook, auq-other,
  auto-decided, codex-import-marker, codex-import-pattern).
- Accept `tool_use_id` (<=128 chars) for dedup.
- Composite dedup on (source, tool_use_id) across the last 100 lines —
  protects against hook + preamble both firing on the same tool call
  (D3 belt+suspenders).
- Async fire `gstack-developer-profile --derive` after each successful
  write so inferred.sample_size actually grows (D17 — without this, the
  cathedral's "before 0, after >0" metric never moves).
- GSTACK_QUESTION_LOG_NO_DERIVE=1 escape hatch for tests.

9 new unit tests covering capture, marker extraction, MCP variant,
free-text, dedup, ambiguous-recommended safety, crash paths. All pass
plus the existing 88 tests across related files.

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>

* feat(hooks): PreToolUse enforcement hook for AskUserQuestion preferences

Plan-tune cathedral T6 — the keystone that makes never-ask actually bind.
Today preferences are agent-convention (silently ignored). This hook
enforces them via Claude Code's hook protocol: when a never-ask preference
matches an AUQ that is two-way + has a marker + has a clear recommendation,
the hook returns permissionDecision: "deny" with permissionDecisionReason
naming the auto-decided option. The agent obeys the rejection feedback and
proceeds with the recommended option without re-firing AUQ.

Decision tree (per question):
  - marker absent → defer (D18: hash IDs are observed-only)
  - one-way door → defer (safety override — never auto-decide one-way)
  - always-ask preference → defer
  - no preference set → defer
  - ambiguous recommendation (two (recommended) labels OR no parseable rec)
    → defer (D2 refuse-on-ambiguous)
  - never-ask / ask-only-for-one-way + two-way + clean rec → deny+reason

Preference precedence per D8: project-local
(~/.gstack/projects/<slug>/question-preferences.json) wins, global
(~/.gstack/global-question-preferences.json) is fallback.

Why deny+reason instead of allow+updatedInput:
AskUserQuestion's updatedInput shape for "pre-resolve this question" isn't
structurally pinned in Claude Code docs (T4 spike open question). deny with
a reason that names the auto-decided option is the conservative + reliable
v1 — the model receives the rejection, reads the recommended option from
the reason, proceeds without re-prompting. Swap to allow+updatedInput once
the AUQ input shape is verified against real Claude Code.

Since deny prevents PostToolUse from firing, this hook logs the auto-decided
event itself via gstack-question-log (source=auto-decided) so /plan-tune's
Recent auto-decisions surface picks it up. Also writes a session marker
~/.gstack/sessions/<id>/.auto-decided-<tool_use_id> for coordination when
the AUQ-shape switch lands.

Multi-question AUQ: enforcement is all-or-nothing per call. If any question
in the batch isn't eligible (no marker, no preference, ambiguous rec, etc.),
the whole call defers so the user still gets to answer the rest normally.

Registry lookup: cheap regex extraction from scripts/question-registry.ts
(reading + bun-importing the TS file from a hook is too slow). Door type
defaults to two-way for unregistered.

Matcher covers both native AskUserQuestion and mcp__*__AskUserQuestion
(Conductor disables native — Codex outside-voice catch).

15 unit tests cover defer paths, enforcement, one-way safety override,
ambiguous-rec refuse, precedence (project wins, global fallback,
project-overrides-global), MCP matcher, auto-decided event logging,
session marker writing, crash safety.

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>

* feat(scripts): declared-annotation helper + autonomy signal_key wiring

Plan-tune cathedral T7. Adds the helper that lets skills inject one-line
plain-English annotations on AUQ recommendations based on the user's
declared profile — read-only, advisory-only, per TODOS.md E1 substrate-risk
guidance (no AUTO_DECIDE off inferred).

scripts/declared-annotation.ts
- getDeclaredAnnotation(signal_key) → annotation | null
- primaryDimensionFor(signal_key) → Dimension | null
- Signature uses kebab signal_key per D2/Codex correction (registry uses
  hyphens; profile dimensions use underscores; helper maps internally).
- Bands: >= 0.7 high, <= 0.3 low, else null. Middle band stays silent.
- Per-dimension plain-English phrasing: 5 dimensions × 2 bands = 10 phrases.
- Reads ~/.gstack/developer-profile.json (honors GSTACK_STATE_ROOT).

scripts/psychographic-signals.ts
- New signal_key 'decision-autonomy' that maps user_choice → autonomy
  dimension nudges. This was the missing signal for the 'autonomy'
  dimension — without it, the cathedral could annotate four of five
  declared dimensions but autonomy stayed silent.

scripts/question-registry.ts
- Add signal_key: 'decision-autonomy' to land-and-deploy-merge-confirm
  and land-and-deploy-rollback. These are the highest-leverage autonomy
  questions in the surface — "let me decide" vs "go ahead" is exactly
  what the dimension captures.

13 unit tests cover the helper's full contract (unknown keys, missing
profile, middle-band null, both band thresholds, all five dimensions
rendering distinct phrases). Existing 47 plan-tune.test.ts tests still
pass after the registry + signal-map enrichment.

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>

* feat(setup): install plan-tune cathedral hooks with explicit consent UX

Plan-tune cathedral T8. Wires the new PostToolUse capture hook and
PreToolUse enforcement hook into ~/.claude/settings.json via the
schema-aware gstack-settings-hook (T3) — respecting D4's "never mutate
settings.json silently" boundary and the Codex outside-voice warning.

Behavior at setup time:
- Idempotency: if list-sources already shows 'plan-tune-cathedral', no-op
  with a one-line note.
- Marker present (previously declined): no-op, no re-prompt.
- Interactive terminal: print rationale + diff preview from settings-hook,
  rollback command, and prompt y/N. On accept, register both hooks
  (PostToolUse and PreToolUse) with --source plan-tune-cathedral. On
  decline, touch ~/.gstack/.plan-tune-hooks-prompted so we don't re-ask.
- Non-interactive (CI / scripted): no prompt; print the two exact commands
  the user would need to install manually.
- --no-team teardown also removes the plan-tune hooks via remove-source.

gstack-uninstall extended to clean up plan-tune-cathedral hooks alongside
the existing SessionStart cleanup. Listed as a separate "plan-tune
cathedral hooks" line in the REMOVED summary when it fires.

No new test file — coverage from T3's gstack-settings-hook-schema-aware
tests proves the underlying bin behavior; setup-level integration is
verified manually (re-running ./setup is cheap and the prompt makes it
obvious whether install happened).

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>

* feat(bin): gstack-codex-session-import — structured Codex transcript parser

Plan-tune cathedral T9. Backfills question-log.jsonl from Codex sessions
since Codex has no AskUserQuestion tool (per docs/spikes/codex-session-format.md)
and gstack AUQ-shaped Decision Briefs show up as agent_message prose.

Walks ~/.codex/sessions/<date>/rollout-*.jsonl, matches each agent_message
that contains either a <gstack-qid:foo-bar> marker or a D-numbered Decision
Brief header, then pairs it with the next user_message for the answer.
Two-tier recovery per D5:
  - marker present → source=codex-import-marker, stable question_id
  - no marker but D-shape detected → source=codex-import-pattern with
    hash-only question_id (never used as preference key per D18)

Subcommands:
  gstack-codex-session-import                    # latest session
  gstack-codex-session-import <file>             # explicit path
  gstack-codex-session-import --since <iso>      # all sessions newer than

User-choice extraction handles A/B/C letter responses and prose responses
that start with the option label. Recommended option parsed via the
"(recommended)" label suffix (same convention as Layer 2).

Each extracted event written via gstack-question-log, so source tagging,
dedup, and async derive all apply uniformly. spawnSync uses the cwd from
session_meta so gstack-slug buckets events into the project the user was
actually working in, not the importer's cwd.

7 unit tests cover marker path, pattern fallback, multiple briefs in
sequence, missing user_message, numeric/letter user response forms,
empty-sessions-dir handling.

Smoke-tested against a real ~/.codex/sessions/ file from earlier today —
returns IMPORTED: 0 because that session was autonomous (no AUQ-shaped
prose), proving the bin doesn't false-positive on unrelated agent_message
events.

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>

* feat(bin): gstack-distill-free-text — Layer 8 dream cycle distiller

Plan-tune cathedral T10. Reads auq-other free-text events from this
project's question-log.jsonl, calls Claude via the Anthropic SDK to extract
structured proposals (preference candidates, declared-profile nudges, memory
nuggets), writes them to distillation-proposals.json for the user to review
via /plan-tune (never autonomous — every apply requires explicit Y).

Subcommands:
  gstack-distill-free-text                # sync distill
  gstack-distill-free-text --background   # detach + return PID
  gstack-distill-free-text --dry-run      # emit prompt + events, no API call
  gstack-distill-free-text --status       # run history + cost-to-date

D7 rate cap: 3 distills per slug per day. Reads ~/.gstack/distill-cost.jsonl
for the count, exits with RATE_CAPPED when limit hit. Cost log lines tagged
by slug so sibling projects don't share the cap. Yesterday runs don't count.

D6 API auth: Anthropic SDK direct, fail-loud on missing ANTHROPIC_API_KEY
with explicit message that distill is a separate billing surface from the
interactive Claude Code session. Uses claude-haiku-4-5 for cost (~$0.001/
1k input, $0.005/1k output) — sufficient for structured extraction.

D14 execution context: --background spawns detached (nohup) so auto-trigger
during /ship doesn't add 30s of pause; results surface on next /plan-tune.

Source events get distilled_at:<ts> stamped on them after the run so they
don't re-propose on the next distill. Match by ts + question_id.

Cost-log line per run includes: slug, proposals_count, rejected_low_confidence,
input_tokens, output_tokens, cost_usd_est. /plan-tune stats reads this to
show "$X estimated, N runs this month" per Layer 4 surface.

10 unit tests cover --status, rate cap (3/day, yesterday-not-counted,
other-slug-not-counted), no-log/no-free-text paths, --dry-run, missing
API key, --background spawn. The actual SDK call is exercised by the T16
E2E test (uses real key, ~$0.001 per run).

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>

* feat(bin): gstack-distill-apply — apply distillation proposals with gbrain tag

Plan-tune cathedral T11. Bin that applies a single user-approved proposal
from distillation-proposals.json to the right surface:
  - memory-nugget  → appended to ~/.gstack/free-text-memory.json (durable
                     local source-of-truth; gbrain is mirror when configured).
  - preference     → routed through gstack-question-preference --write
                     with source=plan-tune (clears the user-origin gate).
  - declared-nudge → atomic update to developer-profile.json declared dim,
                     small=0.05, medium=0.10, large=0.15, clamped to [0, 1].

Why a separate bin (not inline in the skill template): /plan-tune's apply
step needs to be invokable from any host (Claude, Codex, etc) and must
write to multiple state files atomically. A bin centralizes the schema
+ clamp logic; the skill template just calls it after user Y.

gbrain coordination: --gbrain-published true marks the nugget so /plan-tune
stats can show "12 nuggets, 8 mirrored to gbrain". The skill template
invokes mcp__gbrain__put_page / extract_facts / add_tag in the same turn
(those are MCP tools, not CLI-callable) before calling this bin. Local file
remains canonical so the PreToolUse hook injection path (T12) doesn't
depend on gbrain availability.

Subcommands:
  gstack-distill-apply --list                       # show pending proposals
  gstack-distill-apply --proposal <N>               # apply, file fallback
  gstack-distill-apply --proposal <N> --gbrain-published true

Applied proposals get applied_at + gbrain_published stamped on them so
re-running --list shows only unconsumed ones.

11 unit tests cover --list (all three kinds + quotes), memory-nugget
append + non-clobber, preference routing through the gate-respecting bin,
declared-nudge math (medium=0.10, small=0.05, large=0.15, clamp at [0,1]),
proposal mark-applied with gbrain flag, and error paths (bad index, missing
--proposal).

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>

* feat(hooks): Layer 8 memory injection via per-session cache

Plan-tune cathedral T12. Extends the PreToolUse hook to inject matching
free-text-memory.json nuggets into AskUserQuestion responses, giving the
agent + user the distilled context from past 'Other' answers right when
the related question fires.

Per-session cache (D13 perf): first read of free-text-memory.json writes
~/.gstack/sessions/<id>/memory-cache.json. Subsequent hooks on the same
session take the cached path. Invalidation is by file-missing: when the
canonical file changes (via gstack-distill-apply), the per-session cache
either reflects the staler view for the rest of the session or the
session restarts and the cache rebuilds. Cheap, correct enough for v1.

Matching logic:
  - Walk this AUQ batch's questions, extract marker question_ids.
  - Look up signal_key in scripts/question-registry.ts.
  - Collect nuggets whose applies_to_signal_keys include any of the
    matched signal_keys.
  - Cap to 3 most-recent (by applied_at) so the additionalContext stays
    short.
  - Surface as additionalContext on the hookSpecificOutput response.

Memory + enforcement interact cleanly: the same hook can both surface
nuggets AND deny the tool when a never-ask preference matches. Memory
context isn't doubled in the deny reason — the auto-decided option name
in the deny path is sufficient signal.

6 new tests cover injection on defer, no-match silence, 3-most-recent cap,
memory-alongside-deny enforcement, cache file write-through, empty-canonical
graceful degradation. Existing 15 preference-hook tests still green.

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>

* feat(plan-tune): SKILL.md surfaces for cathedral T13

Plan-tune cathedral T13. Rewires plan-tune/SKILL.md.tmpl to expose the
new cathedral surfaces:

Step 0 routing:
- Implicit gate #3 (dream-cycle): fires when distillation-proposals.json
  has unapplied proposals. Marker is per-proposal applied_at so re-firing
  naturally skips already-handled items.
- Added user-intent route for "dream cycle" / "distill" / "what have I
  been free-texting".
- Power-user shortcuts: distill, dream, audit.

Stats:
- Host-aware source breakdown (SOURCE_HOOK, SOURCE_AGENT, SOURCE_AUTO_DECIDED,
  SOURCE_CODEX_IMPORT_*, SOURCE_AUQ_OTHER).
- MARKED percentage so D18 progressive-markers progress is visible.
- Distill cost-to-date via gstack-distill-free-text --status.

Recent auto-decisions:
- Last 10 source=auto-decided events with question_id + user_choice.
  Lets the user spot-check enforcement and flip via always-ask.

Audit unmarked questions:
- Top N hash-only ids by frequency. Surfaces next candidates for the
  D18 marker retrofit.

Dream cycle review + manual distill:
- Walks unapplied proposals via AskUserQuestion (one per call), routes
  accepts through gstack-distill-apply with --gbrain-published flag.
  Skill template invokes mcp__gbrain__put_page when MCP is available;
  local file remains source-of-truth.

Regenerated SKILL.md via `bun run gen:skill-docs`. All 60 plan-tune
tests still green.

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>

* feat(preamble): inject <gstack-qid:...> marker convention into question-tuning resolver

Plan-tune cathedral T14. Per D18 progressive markers, the PreToolUse
enforcement hook only fires when the AUQ question text contains a
<gstack-qid:foo-bar> marker the hook can extract. Without a marker, the
hook logs the fire as observed-only and skips enforcement (hash IDs drift
with prose so they're never used as preference keys).

The high-leverage retrofit point is the preamble's Question Tuning section,
not 10 individual skill templates. Updating scripts/resolvers/question-tuning.ts
adds the marker convention to every tier-≥2 skill in one change — agents
running ANY of the 30+ tier-≥2 skills now embed the marker by default when
the question matches a registered question_id.

Two convention additions in the preamble:
1. "Embed the question_id as a marker (<gstack-qid:{id}>) somewhere in the
   rendered question." With explanation that the marker is the only path
   for the PreToolUse hook to enforce preferences.
2. "Embed the option recommendation via the (recommended) label suffix on
   exactly one option per AUQ." Documents the D2 parser contract: label
   first, prose fallback, refuse-on-ambiguous.

Net cost: ~700 bytes added to the preamble per generated skill. Plan-review
preamble budget ratcheted from 39000 → 40000 (test/gen-skill-docs.test.ts)
with a comment explaining the cathedral T14 expansion is load-bearing.

Regenerated 42 SKILL.md files via `bun run gen:skill-docs`. The token
ceiling warning on ship/SKILL.md (~41K tokens) is pre-existing; this PR
doesn't change ship's preamble materially.

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>

* feat(ship): plan-tune discoverability nudge after first successful ship

Plan-tune cathedral T15 (the ship-side surface; the setup-side surface
shipped in T8 with explicit hook-install consent UX). Adds Step 21 to
ship/SKILL.md.tmpl: after Step 20 (persist metrics) succeeds, surface
/plan-tune once per machine via a marker-gated single-line nudge.

Behavior:
- If ~/.gstack/.plan-tune-nudge-shown exists → no-op.
- If question_tuning is already true → no-op (user already on board).
- Otherwise: print one nudge line, touch marker.

The nudge mentions both the observational substrate AND the hook-installed
auto-decide enforcement so users know what they get when they opt in.
Non-blocking — never asks a question, doesn't gate ship completion.

To re-show: rm ~/.gstack/.plan-tune-nudge-shown before next ship.

Setup-side discoverability shipped in T8 via the hook install prompt
(explicit consent + diff preview + backup). Together these two surfaces
cover first-install AND first-ship moments — the user discovers plan-tune
organically rather than needing to know /plan-tune exists.

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>

* test(plan-tune): 5 cathedral E2E scenarios + touchfile registration

Plan-tune cathedral T16 (per D12 — all 5 in gate tier). One consolidated
file with five describeIfSelected scenarios, each selectable by its own
touchfile entry so they only run when the relevant code changes (or
EVALS_ALL=1 forces all):

  plan-tune-hook-capture     — PostToolUse hook fires → question-log fills
  plan-tune-enforcement      — never-ask + marker + 2-way → deny+reason
                               + auto-decided event logged
  plan-tune-annotation       — declared profile + memory nugget
                               → additionalContext surfaced on defer
  plan-tune-codex-import     — synthetic JSONL → import bin → log with
                               source=codex-import-marker
  plan-tune-dream-cycle      — apply proposal → re-fire question
                               → memory injected via additionalContext

Each scenario fixtures an isolated git repo + bins + scripts + hooks
under tmp, then exercises the cathedral chain end-to-end against real
on-disk binaries (no mocks at the bin layer). GSTACK_STATE_ROOT keeps
the user's real ~/.gstack untouched.

These five complement the existing unit tests by proving the full
sub-process chain works (not just individual functions in isolation).
They DON'T spawn claude -p because the cathedral's substrate behavior is
deterministic — agent compliance is no longer the variable. The existing
test/skill-e2e-plan-tune.test.ts (plan-tune-inspect) still covers the
LLM-driven intent-routing behavior.

Cost: each scenario runs in ~1s with $0 because no claude -p invocations.
Touchfile-gated, so they only run on PRs that touch cathedral code.

Also fixes a bug found by the E2E: question-log-hook didn't pass the
incoming tool call's cwd to spawnSync when invoking gstack-question-log,
so the bin used the hook process's cwd (the repo root) instead of the
session's cwd. Result: log writes landed in the wrong project bucket.
Fix mirrors the same cwd-passing pattern from question-preference-hook.

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>

* chore: bump VERSION to 1.50.0.0 + plan-tune cathedral CHANGELOG

Plan-tune cathedral T17. Bumps VERSION 1.49.0.0 → 1.50.0.0 (MINOR per
CLAUDE.md scale-aware rule: this is substantial new capability — 8 layers,
~3000 LOC, 96 new tests, deterministic substrate + dream-cycle distillation).

CHANGELOG entry follows the release-summary format from CLAUDE.md:
- Two-line bold headline naming what changed for users (deterministic
  capture, binding preferences, free-text memory loop)
- Lead paragraph: before/after framed concretely (zero events captured →
  every fire, agent-honored → hook-enforced, declared profile → injected
  context, regex backfill → structured JSONL parser)
- Two tables: metric deltas + layer/where-it-lives. Real numbers
  (96 tests, ~$0.01 per distill, 3/day cap), no AI vocabulary, no em
  dashes.
- "What this means for solo builders" close: ties dream cycle to the
  compounding loop and points to ./setup as the on-ramp.
- Itemized Added/Changed/For contributors sections list every layer's
  surfaces with file paths.

Also:
- Refreshed test/fixtures/golden/{claude,codex,factory}-ship-SKILL.md
  to match the regenerated ship templates (Step 21 nudge added).
- Rebased plan-tune entry in parity-baseline-v1.47.0.0.json from
  51717 → 64017 bytes with a baseline_note explaining the cathedral T13
  expansion. Documents that the new Dream cycle, Recent auto-decisions,
  Audit unmarked, Dream cycle review/distill sections are load-bearing,
  not bloat. Without the rebase, the size-budget gate fails — and the
  cathedral's whole point is making /plan-tune do more, not less.

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>

* chore: bump VERSION 1.50.0.0 → 1.52.0.0 (queue collision with #1742)

CI version gate caught: PR #1742 (garrytan/upgrade-gstack-gbrain-v1)
already claims v1.50.0.0 and #1751 (garrytan/browser-memory-leak) claims
v1.51.0.0. gstack-next-version util recommends v1.52.0.0 as the next free
slot.

Updates:
- VERSION 1.50.0.0 → 1.52.0.0
- package.json version sync
- CHANGELOG.md header + metric table label
- parity-baseline-v1.47.0.0.json baseline_note reference

No content changes; pure slot rebase per the queue. The cathedral scope
(8 layers, 96 tests) and CHANGELOG narrative stay identical — same ship,
different release number.

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>

* chore: cap audit — remove distill rate cap, loosen size/budget gates

Plan-tune cathedral follow-up. The 3/day distill cap was theatrical: at
~$0.01 per Haiku call, even a runaway loop firing every minute would cost
~$14/day, and free-text events are rare enough that the natural input
rate self-limits to 1-2 fires/day. Count caps don't protect against
runaway bugs (which fire 1000x/second, not 4 times/day) but DO punish
heavy users who'd legitimately distill multiple times during a busy week.

Removed: 3/day rate cap on bin/gstack-distill-free-text. --status output
swapped from "TODAY: N / 3" to "TODAY: N run(s), $X" so users see what
they're spending instead of how close they are to a meaningless count.

Loosened (caps that exist for real-runaway protection, not normal scope):
- EVALS_BUDGET_HARD_CAP_GATE   $25 → $200/run
- EVALS_BUDGET_HARD_CAP_PERIODIC $70 → $500/run
- EVALS_BUDGET_HARD_CAP        $30 → $300/run (umbrella fallback)
- GSTACK_SIZE_BUDGET_RATIO     1.05 → 1.50 per-skill ratio
- plan-review preamble byte budget 40K → 60K

Principle: caps exist to catch obvious bugs (infinite retry, model price
change, prompt blowup), not to gate legitimate scope growth. Set high
enough that real growth never trips them, only bug territory does.
Adjusted defaults are 4-8× historical worst case, leaving ample headroom
for the next 12 months of legitimate expansion.

Tests updated: distill-free-text removes the 3-test rate-cap describe
block in favor of "no rate cap" assertion that 10 runs/day pass. Other
budget tests still pass because they were never near the old ceilings.

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>

---------

Co-authored-by: Claude Opus 4.7 <noreply@anthropic.com>
2026-05-28 18:21:09 -07:00
Garry Tan 22f8c7f4e1 v1.46.0.0 feat: gstack v2 foundation — catalog tokens drop 56%, eval-first floor covers all 51 skills (#1712)
* docs(designs): add v2_PLAN.md — gstack v2 the lightest opinionated skill pack

The approved plan from /plan-ceo-review → /plan-eng-review → /codex×2 →
/plan-devex-review. Captures the v1.45/v2.0 hybrid release shape,
cathedral parity-eval suite, sequential v1.45 execution, sections/*.md.tmpl
pipeline, EVALS_BUDGET_HARD_CAP override path, and v2 launch copy specs.

This commit just lands the design doc. Implementation follows in the rest
of the v1.45.0.0 branch.

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>

* test(parity): T0a — capture v1.44.1 baseline + capture helper + diff utility

Cathedral parity-eval suite primitive. captureBaseline() walks every
top-level SKILL.md and records bytes, lines, estimated tokens, frontmatter
description length, and eval coverage. diffBaselines() reports per-skill
delta + total corpus delta + catalog tokens delta.

Locks the v1.44.1 reference snapshot at test/fixtures/parity-baseline-v1.44.1.json.
After Phase A+B+C land, scripts/capture-baseline.ts --tag v1.45.0.0 produces
a comparable snapshot; diff supplies the real numbers the v2 CHANGELOG quotes.
Never invent baseline numbers; ship them only if they came from a real run.

v1.44.1 numbers captured this commit:
- 51 skills
- 2,847 KB total corpus
- ~9,319 catalog tokens (sum of description bytes / 4)
- top 3: ship 160 KB, plan-ceo-review 128 KB, office-hours 108 KB

Test plan:
- bun test test/helpers/capture-parity-baseline.test.ts passes 4/4
- The baseline JSON file is committed so reviewers can audit v1→v2 numbers

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>

* feat(resolvers): T2 — ResolverEntry + appliesTo gate infrastructure

Adds the conditional-resolver-injection plumbing from the v2_PLAN A.1
step. Resolvers can now be either a bare ResolverFn (always fires, current
behavior) or a ResolverEntry { resolve, appliesTo? } (gated; appliesTo
returning false skips the resolver, substitutes empty string).

Why infrastructure-only: the audit during T0a confirmed most resolvers
don't need gating. The {{NAME}} placeholder system is already conditional
at the template level — a resolver only fires for skills that reference it.
The gate is for future use when a placeholder's audience needs a structural
guardrail beyond social convention, or when a sub-resolver inside a larger
composed resolver (e.g. preamble) needs per-skill skip.

scripts/gen-skill-docs.ts:444 now uses unwrapResolver() to handle both
shapes. RESOLVERS map signature widens from Record<string, ResolverFn>
to Record<string, ResolverValue>. All existing resolvers stay bare
functions and work unchanged.

Test plan:
- bun test test/resolver-entry.test.ts: 6 pass (gate plumbing + registry)
- bun test test/gen-skill-docs.test.ts: 389 pass (no regression)
- bun run gen:skill-docs --dry-run: all SKILL.md files FRESH (no diff)

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>

* feat(preamble): T3 — jargon dedup + terse-build flag (Phase A.2 + A.3)

A.2 jargon dedup: generate-writing-style.ts replaces the inlined 80-term
jargon list with a one-line pointer to scripts/jargon-list.json. The list
was duplicated into every tier-2+ skill (48 of 51 skills); inlining cost
was ~1.5 KB × 48 = ~70 KB across the corpus. Pointer cost is ~30 bytes per
skill. Agents Read the JSON once per session on first jargon term
encountered; thereafter the terms array is the canonical reference.

A.3 terse build flag: --explain-level=terse compresses preamble prose at
gen time. When the flag is set, writing-style collapses to a one-line
terse directive and completeness-section + confusion-protocol +
context-health are dropped entirely. The default build keeps the
runtime-conditional behavior intact (sections still render; the model
skips them when EXPLAIN_LEVEL: terse appears in the preamble echo). Terse
build is opt-in for users who want shipped skills to match their runtime
preference and avoid the per-session terse-mode dead prose.

TemplateContext gains an optional `explainLevel: 'default' | 'terse'`
field. Default builds set it to 'default'; --explain-level=terse sets
'terse'. Resolvers gate their output via `ctx?.explainLevel === 'terse'`.

Measured impact (default build, post-T3):
- Total corpus: 2,847 KB → 2,812 KB (saved 35 KB)
- ship.md: 160 → 159 KB
- plan-ceo-review.md: 128 → 127 KB
- Top 10 heaviest: all slightly smaller from jargon pointer

Larger compression lands in T4 (catalog trim) and T7 (atomic regen across
the full Phase A pipeline). The terse build path further compresses to
~711K tokens vs default ~725K (saved ~14K tokens corpus-wide).

Test plan:
- bun test test/gen-skill-docs.test.ts: 389 pass (no regression)
- bun test test/resolver-entry.test.ts: 6 pass
- bun test test/helpers/capture-parity-baseline.test.ts: 4 pass
- bun run gen:skill-docs --explain-level=terse: ship.md drops completeness +
  confusion-protocol + context-health sections; writing-style collapses to
  one-line terse directive

48 SKILL.md files updated (every tier-2+ skill picks up the jargon pointer).

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>

* feat(catalog): T4 — catalog trim + proactive-suggestions.json (Phase A.4)

Shortens frontmatter `description:` in every Claude SKILL.md to a single
lead sentence + (gstack) tag. The routing prose ("Use when asked to...",
"Proactively suggest...") and voice triggers move to a "## When to invoke"
body section so they remain discoverable inside the skill. A per-run
registry at scripts/proactive-suggestions.json aggregates the routing/
voice text for all 52 skills so agents can pull guidance on demand
without paying for it in the always-loaded catalog.

Build flag --catalog-mode=full restores v1.44 legacy behavior (full
multi-line descriptions in frontmatter). Default is trim.

splitCatalogDescription() extracts: lead sentence, routing paragraphs,
voice-triggers line, (gstack) tag presence. Short descriptions (<120
chars, already trimmed) are skipped via a guard so re-runs are idempotent.

Measured impact (vs v1.44.1 baseline):
- Catalog tokens (sum of description bytes / 4): 9,319 → 4,045  (-56.6%)
- Total SKILL.md corpus bytes:                   2,915 KB → 2,880 KB (-1.2%)
- Routing prose preserved as in-skill "## When to invoke" sections
- 52 skill entries in scripts/proactive-suggestions.json (on-demand registry)

The corpus drop is small because catalog trim MOVES text from frontmatter
to body, it doesn't delete it. The headline win is the catalog: the
always-loaded system prompt surface drops by more than half.

Test plan:
- bun test test/gen-skill-docs.test.ts: 389 pass, 0 fail
- Manual: ship/SKILL.md frontmatter description is now ONE line ending
  with `(gstack)`; allowed-tools field on next line (YAML well-formed)
- Manual: scripts/proactive-suggestions.json contains 52 entries
- bun run gen:skill-docs --catalog-mode=full restores legacy behavior

53 files changed (52 SKILL.md across hosts + the new proactive-suggestions.json).

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>

* test(budget): T5 — hard token budgets + override audit trail (Phase A.6)

Two new gate-tier guardrails for the v1.45.0.0 compression baseline:

1. test/skill-size-budget.test.ts (NEW) — per-skill SKILL.md size budget.
   Compares current state to test/fixtures/parity-baseline-v1.44.1.json.
   Three checks: per-skill (×1.05 default ratio), total corpus, and
   catalog token estimate (≤7000 for v1.45). The per-skill ratio is 1.05
   not 1.0 because the T4 catalog trim moves text from frontmatter to a
   body section; small skills see a tiny body growth that's fine when
   offset by the much larger catalog-token win.

2. test/skill-budget-regression.test.ts EXTENDED — hard dollar cap on
   per-run eval cost. Per-tier defaults: gate $25, periodic $70. Umbrella
   EVALS_BUDGET_HARD_CAP=$30. Catches runaway eval costs (infinite retry,
   model price changes) before they amortize across PRs.

Both checks support an override path with audit trail:
   GSTACK_SIZE_BUDGET_OVERRIDE_REASON="why this is OK"   — size
   EVALS_BUDGET_OVERRIDE_REASON="why this is OK"          — cost
Overrides log to ~/.gstack/analytics/spend-overrides.jsonl with
timestamp + scope + reason + CI provenance (runner, branch, commit)
via test/helpers/budget-override.ts.

Why the override audit: a hard cap with no escape valve becomes
operationally hostile (legit price changes, longer transcripts, new
required evals can all blow the cap). An override with no audit becomes
"everyone overrides everything and the gate is theater." This module
ships the audit half so reviewers can see what was waived and why.

Codex 2nd-pass critique #3 absorbed: per-suite caps + override path with
auditability + budget baselines checked into repo (parity-baseline-v1.44.1.json
already in test/fixtures/).

Test plan:
- bun test test/skill-size-budget.test.ts: 4 pass (per-skill, corpus, catalog, baseline-exists)
- bun test test/skill-budget-regression.test.ts: 4 pass (2 existing ratio checks + 2 new hard-cap checks)
- Existing eval runs ($14.11 e2e, $0.02 llm-judge) sit well under the new caps

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>

* test(cso): T6 — pin must-preserve security phrases (Phase A.5)

cso/SKILL.md is a content-heavy security audit skill (75 KB after T3+T4).
Codex 2nd-pass critique #9: "cso exemption too broad ... should still get
resolver dedup, catalog trim, sectioning if safe, and targeted evals
around must-not-miss checks."

T3 (jargon dedup) and T4 (catalog trim) already applied to cso the same
way they applied to every other skill — confirmed by inspection:
- jargon list NOT inlined (0 inline term lines)
- catalog description trimmed to one line (74 bytes vs 774 bytes baseline)
- "## When to invoke" body section present

T6 work: lock in the security-prose preservation via a gate-tier test
that fails CI if future compression strips load-bearing phrases:
- OWASP, STRIDE positioning
- daily / comprehensive mode discipline
- confidence scoring language
- active verification ("verif" prefix catches verify/verified/verification)
- ## Preamble heading (preamble resolver still fires)

Also guards cso against accidental over-stripping: SKILL.md must stay
≥30 KB (currently 75 KB) — a sudden cliff would mean compression went
past the targeted-dedup line into structural removal.

No structural change to cso. Future Phase B sections/ work for cso
requires writing baseline parity tests FIRST per the v2_PLAN.md
sequencing.

Test plan:
- bun test test/cso-preserved.test.ts: 5 pass

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>

* test(parity): T0b — cathedral parity-suite harness + invariant registry

Adds the harness that the v2_PLAN.md cathedral parity-eval suite is built
on. Compares CURRENT SKILL.md output to v1.44.1 baseline along three axes:

  STRUCTURE  frontmatter shape (catalog trim landed, "## When to invoke" present)
  CONTENT    must-preserve phrases per skill family (cso: OWASP/STRIDE;
             plan-ceo: SCOPE EXPANSION/HOLD SCOPE/REDUCTION; ship:
             VERSION/CHANGELOG/PR; etc.)
  SIZE       per-skill byte budget (maxSizeRatio + minBytes guards)

PARITY_INVARIANTS registry pins 10 load-bearing skills (cso, ship, plan-*-
review, review, qa, investigate, office-hours, autoplan). Each entry
declares what must NOT regress; future compression that strips these
phrases or shrinks a skill past its minBytes cliff fails CI.

Periodic-tier LLM-judge parity (paid, ~$0.20/skill) lands in v2.0.0.0
sections/ phase. Same registry, same harness, judge added on top.

Test plan:
- bun test test/parity-suite.test.ts: 10/10 invariants pass vs v1.44.1
- Per-skill failures get actionable per-line breakdown so a reviewer can
  see which phrase / heading / size limit went sideways

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>

* test(coverage): T1 — skill coverage matrix + structural-compliance floor

Phase 0 deliverable — eval-first foundation. Two new test files plus the
registry:

1. test/skill-coverage-matrix.ts — single source of truth mapping each
   skill to its gate-tier + periodic-tier test files. SKILL_COVERAGE
   record with 51 entries; every gstack skill on disk has at least one
   gate-tier entry.

2. test/skill-coverage-matrix.test.ts — CI gate. Asserts every skill on
   disk has a registry entry AND that gate[] is non-empty. Catches
   "skill added but eval not registered" the moment a new SKILL.md
   lands.

3. test/skill-coverage-floor.test.ts — per-skill structural compliance
   (FREE, file-IO only). For each of 51 skills, verifies:
   - SKILL.md exists
   - Frontmatter well-formed (name + description fields)
   - Catalog-trim contract (inline description ≤ 250 chars, or block form)
   - Generated header present (edit .tmpl, not .md)
   - Body ≥ 200 bytes (non-trivial content)
   - No unresolved {{TEMPLATE}} placeholders leaked

The "floor" is the minimum eval that every skill ships with. Skills that
need deeper behavioral testing get additional entries in their coverage
record (e.g., ship has skill-e2e-ship-idempotency + workflow + floor).
Future skills only need to add the floor entry and the matrix gate
unblocks them.

Codex 2nd-pass critique #1 mitigation: eval-first floor is structural
compliance (the testable part) — judgment-skill behavior gets layered
periodic-tier evals on top. We don't pretend the floor proves
correctness, only that the skill structurally compiles.

Test plan:
- bun test test/skill-coverage-matrix.test.ts: 4 pass (matrix shape + coverage)
- bun test test/skill-coverage-floor.test.ts: 309 pass (6 checks × 51 skills + 3 registry-level)

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>

* build(skills): T7 — atomic regenerate + capture v1.45.0.0 baseline

Final regen pass across all hosts after T1-T6 work landed. Captures the
v1.45.0.0 parity baseline at test/fixtures/parity-baseline-v1.45.0.0.json
for diffing against the v1.44.1 reference.

Measured deltas (real numbers from test/helpers/capture-parity-baseline.ts):

  Total SKILL.md corpus       2,847 KB → 2,813 KB        (-1.2%)
  Catalog tokens (always-loaded) ~9,319 → ~4,045 tokens   (-56.6%)
  Top 10 heaviest skills      0.5-1.0% drop each

The catalog token cut is the headline. It's the always-loaded surface,
i.e. tokens charged on every session start. Per-skill SKILL.md sizes
barely moved because T4 catalog trim MOVES routing prose from frontmatter
to a body "## When to invoke" section rather than deleting it — the
catalog wins without amputating discoverability.

The bigger per-skill compression lands in v2.0.0.0 (Phase B sections/
pattern on the 5 heavyweights). v1.45 is the foundation: eval-first
infrastructure + cheap wins.

scripts/proactive-suggestions.json regenerated with the latest 52 skills
listed (one-time write per gen-skill-docs run; aggregated catalog parts).

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>

* v1.45.0.0 — gstack v2 foundation: catalog tokens drop 56%, eval-first floor

Bumps VERSION + package.json to 1.45.0.0. CHANGELOG entry covers what
shipped between v1.44.1 and this release: the cathedral parity-eval
foundation, conditional resolver injection plumbing, jargon dedup, terse
build flag, catalog trim with one-line frontmatter descriptions, hard
token + dollar budget gates with override audit, cso preservation pins,
and the v1.44.1 ↔ v1.45.0.0 parity baselines committed to test/fixtures/.

Numbers (measured, not estimated):
- Catalog tokens: ~9,319 → ~4,045  (-56.6%)
- Total corpus:   2,847 KB → 2,813 KB (-1.2%)
- Skills with gate-tier eval coverage: 32/51 → 51/51 (floor achieved)

This is the foundation release. v2.0.0.0 will ship the architectural
break (sections/*.md.tmpl pattern + mechanical Read enforcement +
eval-coverage annotations) as a coordinated marketing-grade launch.

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>

* chore(catalog): refresh proactive-suggestions.json timestamp after v1.45 bump

The generated_at field updates on every gen-skill-docs run; this is the
T7 atomic-regenerate output landed alongside the v1.45.0.0 bump.

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>

* fix(catalog): deterministic proactive-suggestions.json (no per-run timestamp)

Original implementation wrote a generated_at timestamp on every gen-skill-docs
run. That made CI dry-run freshness checks flap because the file changed on
every regeneration even when the actual content (skill descriptions, routing
prose, voice triggers) was unchanged.

Two fixes:
1. Drop the generated_at field. The file is purely a content registry now.
2. Only write the file when serialized content actually differs from disk.

Reproducible test: bun run gen:skill-docs twice in a row now leaves
scripts/proactive-suggestions.json unchanged on the second run.

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>

* fix(catalog): preserve routing prose when first sentence exceeds 200 chars

splitCatalogDescription truncated the lead BEFORE computing routing
extraction, which meant skills whose first sentence was over 200 chars
(design-consultation: 207 chars) had their entire routing prose silently
dropped — the "## When to invoke" body section came out empty.

Root cause: routing was extracted via `collapsed.indexOf(lead)` after lead
was suffixed with "...". The "..." never appeared in the original string,
so indexOf returned -1 and routingProse fell back to empty.

Fix: compute routing from sentenceLead (the untruncated first sentence)
BEFORE truncating the displayed lead. The displayed lead still gets "..."
when over 200 chars, but the routing extraction uses the real boundary.

Also: refresh golden snapshots for claude/codex/factory ship and update
two unit tests that asserted v1.44 behavior:
- skill-validation.test.ts: trigger-phrase + proactive-routing tests now
  search whole content, not just frontmatter (T4 moved them to a body
  "## When to invoke" section)
- writing-style-resolver.test.ts: jargon-list assertion now expects the
  T3 reference pointer, not the inline list

Test plan:
- bun test test/skill-validation.test.ts test/writing-style-resolver.test.ts
  test/host-config.test.ts test/skill-size-budget.test.ts
  test/parity-suite.test.ts test/skill-coverage-matrix.test.ts
  test/skill-coverage-floor.test.ts test/cso-preserved.test.ts
  test/resolver-entry.test.ts test/helpers/capture-parity-baseline.test.ts
  test/gen-skill-docs.test.ts: 1134 pass, 0 fail
- Manual verify: design-consultation/SKILL.md "## When to invoke this skill"
  body section now contains "Use when asked to..." + "Proactively suggest..."

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>

* fix(catalog): deterministic proactive-suggestions.json across machines

CI check-freshness failed because scripts/proactive-suggestions.json
serialized differently on local vs CI:

1. Root-skill key leaked the directory name. processTemplate's outer loop
   computed `dir = path.basename(path.dirname(tmplPath))`. For the root
   SKILL.md.tmpl at ROOT/SKILL.md.tmpl, that returns the repo-checkout
   directory name — "seville-v3" in a Conductor worktree, "gstack" on
   GitHub Actions, anything-else for a fork. Fix: detect root via
   `path.dirname(tmplPath) === ROOT` and hardcode the key to "gstack"
   for that one case.

2. Aggregate key order was filesystem-iteration order. discoverTemplates
   doesn't guarantee stable ordering across platforms, so the JSON
   `skills` object came out shuffled between machines. Fix: sort
   Object.keys(proactiveAggregate) alphabetically before serializing.

After the fix, the generated file is identical on every machine and
matches what's committed. CI freshness check (bun run gen:skill-docs &&
git diff --exit-code) now passes.

Test plan:
- bun run gen:skill-docs && bun run gen:skill-docs --dry-run: all FRESH
- node -e 'verify keys sorted': sorted match: true
- grep -c '"seville-v3"' scripts/proactive-suggestions.json: 0
- Focused test suite: 704 pass, 0 fail

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>

* test(catalog): unit + regression coverage for catalog-trim helpers

Four exported functions in scripts/gen-skill-docs.ts handle every skill's
frontmatter rewrite at gen time but had zero unit tests. Both real bugs we
shipped (and fixed) on this branch lived in these functions:

  v1.45.0.0 design-consultation: when the first sentence exceeded 200 chars,
  routing-prose extraction lost the entire tail (anchored on truncated lead
  with "..." that didn't substring-match the original).

  v1.45.0.0 CI freshness: root-skill key leaked the checkout directory
  name ("seville-v3" vs "gstack") and aggregate order was filesystem-
  iteration order.

Both shapes are now regression-tested:

- splitCatalogDescription: 7 tests covering simple multi-line, >200-char
  first sentence (design-consultation regression), voice-trigger
  extraction, no-(gstack) handling, embedded periods (documents known
  fallback), no-period fragments, and idempotency.
- buildTrimmedDescription: 3 tests.
- buildWhenToInvokeSection: 3 tests.
- applyCatalogTrim: 4 tests covering the standard rewrite, no-op for
  already-short descriptions, the YAML-collision newline fix, and the
  malformed-frontmatter null return.
- proactive-suggestions.json determinism: 3 tests asserting sorted keys,
  root keyed as "gstack" (not the worktree directory), and no
  timestamp/generated_at field that would flap CI freshness.

Test plan:
- bun test test/catalog-trim.test.ts: 20 pass, 0 fail

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>

* test(coverage): fill three remaining v1.46.0.0 test gaps

Three untested surfaces from the v1.46.0.0 work. All three would have
caught real bugs we shipped (and fixed) on this branch.

1. test/helpers/budget-override.test.ts — 7 tests pin the audit-trail
   contract for EVALS_BUDGET_OVERRIDE_REASON and
   GSTACK_SIZE_BUDGET_OVERRIDE_REASON. Without this, the audit logger
   could silently drop events and overrides become invisible. Tests
   cover: required fields per JSONL line, CI provenance capture
   (CI/GITHUB_ACTIONS/branch/commit), local-runner defaults,
   append-only behavior, missing-directory recovery, and unwritable-
   path resilience (logs warning instead of throwing).

2. test/terse-build.test.ts — 16 tests pin --explain-level=terse
   behavior across the 4 gated resolvers and the composed preamble.
   Default vs terse vs undefined-ctx all asserted. Without this, a
   refactor that breaks the explainLevel threading silently regresses
   the opt-in compression path; the runtime EXPLAIN_LEVEL: terse gate
   still works so users wouldn't notice. Tier-1 invariant pinned
   (terse-only-affects-tier-2+).

3. test/gen-skill-docs-idempotency.test.ts — 2 tests catch the class
   of bug behind the v1.45.0.0 timestamp flap. Two consecutive
   gen-skill-docs runs must produce byte-identical outputs across
   STABLE_OUTPUTS (proactive-suggestions.json, SKILL.md, ship/SKILL.md,
   plan-ceo-review/SKILL.md, office-hours/SKILL.md, gstack/llms.txt).
   --dry-run reports zero stale files after a fresh gen. CI freshness
   regressions surface as test failures BEFORE a PR is opened.

Test plan:
- bun test test/helpers/budget-override.test.ts: 7 pass
- bun test test/terse-build.test.ts: 16 pass
- bun test test/gen-skill-docs-idempotency.test.ts: 2 pass
- Full focused suite (15 test files): 1179 pass, 0 fail (+45 new tests
  vs the pre-fill baseline of 1134)

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>

* test(coverage): close 5 remaining v1.46.0.0 test gaps (A-E)

Five behaviors that v1.46 ships but had no test coverage. All now pinned.

A) --host all idempotency (test/gen-skill-docs-idempotency.test.ts)
   The default test ran Claude host only. Non-Claude hosts (Codex, Factory,
   Cursor, OpenClaw, GBrain, Slate, OpenCode, Hermes, Kiro) each have their
   own output paths and could carry their own non-deterministic fields. We
   hit a "--host all needed for freshness check" mid-/ship. Now: two
   consecutive `bun run gen:skill-docs --host all` runs must produce
   byte-identical outputs across a per-host sample (.agents/, .cursor/,
   .factory/, .gbrain/). Catches per-host adapter regressions before CI.

B) --catalog-mode=full opt-out (test/catalog-mode-full.test.ts)
   The legacy escape hatch had zero tests. 6 new tests across two layers:
   static (CATALOG_MODE_ARG parsed; conditional gate present; default is
   "trim"; invalid value throws) + smoke (actual --catalog-mode=full run
   produces a multi-line `description: |` block + omits "## When to invoke"
   body section; mutates the working tree then restores in a finally block).

C) parity-baseline-v1.44.1.json integrity (test/parity-baseline-integrity.test.ts)
   The baseline is the source of every v1→v2 number cited in the
   CHANGELOG v1.46.0.0 entry. Anyone could edit it without test failure
   until now. 8 new tests pin: existence, tag, capturedFromCommit
   allowlist, expected v1.44 numbers (51 skills, ~2,915 KB, ~9,319
   catalog tokens), CHANGELOG references this file by path, per-skill
   shape, and a SHA256 byte-stability hash. Any edit fails with a clear
   "if intentional, update EXPECTED_HASH AND the CHANGELOG numbers" signal.

D) Live appliesTo gate end-to-end (test/resolver-entry.test.ts extended)
   The unwrapResolver unit tests covered the function; the gen-skill-docs.ts
   substitution loop that USES the gate had no integration coverage. 6 new
   tests simulate the exact 4-line shape from gen-skill-docs.ts:457-467
   against synthetic registries: plain-function fires unconditionally,
   gated fires when true / empty-string when false, mixed registries
   compose, parameterized resolvers respect gates, unknown resolvers throw.

E) Per-skill min-size floor (test/skill-size-budget.test.ts extended)
   The existing 200-byte body coverage-floor is a noise floor — a skill
   that lost 99.75% of content still passes. 1 new test asserts every
   skill stays ≥80% of its v1.44.1 baseline size (the parity-suite
   content invariants only covered 10 of 51 skills; the remaining 41
   were uncovered). SECTIONS_EXTRACTED hook in place for v2.0.0.0 when
   the sections/ pattern legitimately shrinks ship/plan-ceo/etc. past
   the floor.

Test plan:
- bun test focused 17-file suite: 1202 pass, 0 fail
  (+23 new tests vs the pre-fill 1179 baseline)
- catalog-mode=full mutates working tree then restores cleanly
- --host all idempotency runs two full gen passes in <1s on this machine

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>

---------

Co-authored-by: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
2026-05-26 16:50:03 -07:00
Garry Tan dde55103fc v1.15.0.0 feat: slim preamble + real-PTY plan-mode E2E harness (#1215)
* chore: add gstack skill routing rules to CLAUDE.md

Per routing-injection preamble — once-per-project addition that lets
agents auto-invoke the right gstack skill instead of answering generically.

* refactor: slim preamble resolvers + sidecar-symlink helper

Compress prose across 18 preamble resolvers — Voice, Writing Style,
AskUserQuestion Format, Completeness Principle, Confusion Protocol,
Context Health, Context Recovery, Continuous Checkpoint, Lake Intro,
Proactive Prompt, Routing Injection, Telemetry Prompt, Upgrade Check,
Vendoring Deprecation, Writing Style Migration, Brain Sync Block,
Completion Status, and Question Tuning. Same semantic contract, ~half
the bytes. Restored "Treat the skill file as executable instructions"
phrase in the plan-mode info section after diagnosing it as load-bearing.
Restored "Effort both-scales" rule in AskUserQuestion format.

Bonus: scripts/skill-check.ts gains isRepoRootSymlink() so dev installs
that mount the repo root at host/skills/gstack as a runtime sidecar
(e.g., codex's .agents/skills/gstack) get skipped instead of double-counted.

opus-4-7 model overlay gets a Fan-Out directive — explicit instruction
to launch parallel reads/checks before synthesis.

Net token impact across all generated SKILL.md files: ~140K tokens
removed across 47 outputs. Plan-* skills retain full preamble surface
(Brain Sync, Context Recovery, Routing Injection) — load-bearing
functionality that early slim attempts incorrectly cut.

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>

* chore: regenerate SKILL.md outputs after preamble slim

bun run gen:skill-docs --host all output. Mirrors the resolver changes
in the previous commit. 47 generated SKILL.md files plus 3 ship-skill
golden fixtures.

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>

* feat(test): real-PTY harness for plan-mode E2E tests

Adds test/helpers/claude-pty-runner.ts. Spawns the actual claude binary
via Bun.spawn({terminal:}) (Bun 1.3.10+ has built-in PTY — no node-pty,
no native modules), drives it through stdin/stdout, and parses rendered
terminal frames. Pattern adapted from the cc-pty-import branch's
terminal-agent.ts but stripped of WS/cookie/Origin scaffolding (not
needed for headless tests).

Public API:
- launchClaudePty(opts) — boots claude with --permission-mode plan|null,
  auto-handles the workspace-trust dialog, returns a session handle.
- session.send / sendKey / waitForAny / waitFor / mark / visibleSince /
  visibleText / rawOutput / close
- runPlanSkillObservation({skillName, inPlanMode, timeoutMs}) — high-level
  contract for plan-mode skill tests. Returns { outcome, summary, evidence,
  elapsedMs }. outcome ∈ {asked, plan_ready, silent_write, exited, timeout}.

Replaces the SDK-based runPlanModeSkillTest from plan-mode-helpers.ts
which never worked. Plan mode renders its native "Ready to execute"
confirmation as TTY UI (numbered options with ❯ cursor), not via the
AskUserQuestion tool — so the SDK's canUseTool interceptor never fired
and the assertion always saw zero questions. Real PTY observes the
rendered output directly.

Deletes test/helpers/plan-mode-helpers.ts. No production callers remained.

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>

* test: rewrite 5 plan-mode E2E tests on the real-PTY harness

Replaces SDK-based assertions with runPlanSkillObservation contract. Each
test launches real claude --permission-mode plan, invokes the skill, and
asserts the outcome reaches 'asked' or 'plan_ready' within a 300s budget
(no silent Write/Edit, no crash, no timeout).

Affected:
- test/skill-e2e-plan-ceo-plan-mode.test.ts
- test/skill-e2e-plan-eng-plan-mode.test.ts
- test/skill-e2e-plan-design-plan-mode.test.ts
- test/skill-e2e-plan-devex-plan-mode.test.ts
- test/skill-e2e-plan-mode-no-op.test.ts (inPlanMode: false; tests the
  preamble plan-mode-info no-op path)

test/e2e-harness-audit.test.ts — recognize runPlanSkillObservation as a
valid coverage path alongside the legacy canUseTool / runPlanModeSkillTest.

test/helpers/touchfiles.ts — point the 5 plan-mode test selections and
the e2e-harness-audit selection at test/helpers/claude-pty-runner.ts
instead of the deleted plan-mode-helpers.ts.

Proof: bun test EVALS=1 EVALS_TIER=gate on these 5 files runs sequentially
in 790s and passes 5/5. Same tests were 0/5 on origin/main, on v1.0.0.0,
and on this branch with the SDK harness.

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>

* test: align unit tests with slim resolvers + exempt 27MB security fixture

- test/skill-validation.test.ts: assert the slim Completeness Principle
  shape (Completeness: X/10, kind-note language) instead of the old
  Compression table. Remove the 3 tier-1 skills from the spot-check list
  (they intentionally don't carry the full Completeness Principle
  section). Exempt browse/test/fixtures/security-bench-haiku-responses.json
  (27MB deterministic replay fixture for BrowseSafe-Bench) from the 2MB
  tracked-file gate. The gate was actually failing on origin/main since
  the fixture was added in v1.6.4.0 — this is a side-fix to a real
  regression.

- test/brain-sync.test.ts: developer-machine-safe assertion for
  GSTACK_HOME override (compare config contents before/after instead of
  asserting the absence of a string that may legitimately exist).

- test/gen-skill-docs.test.ts: new tests for the slim — plan-review
  preambles stay under the post-slim budget (~33KB), Voice + Writing
  Style sections stay compact, and the slim Voice section preserves the
  load-bearing semantic contract (lead-with-the-point, name-the-file,
  user-outcome framing, no-corporate, no-AI-vocab, user-sovereignty).
  Update path-leakage scan to allow repo-root sidecar symlinks.

- test/writing-style-resolver.test.ts: assert the compact contract
  (gloss-on-first-use, outcome-framing, user-impact, terse-mode override)
  instead of the old 6-numbered-rules shape.

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>

* chore: bump version and changelog (v1.13.1.0)

Slim preamble work + real-PTY plan-mode E2E harness on top of v1.13.0.0.
SKILL.md corpus -25.5% (3.08 MB → 2.30 MB, ~196K tokens). 5 plan-mode
tests go from 0/5 to 5/5 (790s sequential), the first time those tests
have ever passed. Side-fixes for the 27MB security fixture warning and
the sidecar-symlink double-count.

Reverts the Fan-Out directive accidentally restored to opus-4-7.md —
v1.10.1.0's overlay-efficacy harness measured -60pp fanout vs baseline
when the nudge was active. The intentional removal stays.

TODOS:
- Pre-existing test failures from v1.12.0.0 ship: RESOLVED on main + this branch
- security-bench-haiku-responses.json size gate: RESOLVED via warn-only + exemption

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>

* feat(test): harness primitives — parseNumberedOptions + budget regression utils

claude-pty-runner.ts:
- parseNumberedOptions(visible) anchors on the latest "❯ 1." cursor and
  returns {index, label}[]; tests that route on option labels can find
  indices without hard-coding positions
- isPermissionDialogVisible(visible) detects file-grant + workspace-trust
  + bash-permission shapes (multiple regex variants)
- isNumberedOptionListVisible: replaced \b2\. word-boundary regex with
  [^0-9]2\. — stripAnsi removes TTY cursor-positioning escapes that
  collapse "Option 2." to "Option2.", and \b fails on word-to-word

eval-store.ts:
- findBudgetRegressions(comparison, opts?) — pure function returning
  tests where tools or turns grew >cap× vs prior run; floors at 5 prior
  tools / 3 prior turns to avoid noise on tiny numbers
- assertNoBudgetRegression() — wrapper that throws with full violation
  list. Env override GSTACK_BUDGET_RATIO

helpers-unit.test.ts: 23 unit tests covering empty/sparse/wrap-around
buffers for parseNumberedOptions, plus regression-floor + env-override
cases for findBudgetRegressions/assertNoBudgetRegression.

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>

* test: register 6 real-PTY E2E touchfiles + UI-heavy plan fixture

touchfiles.ts:
- 6 new entries in E2E_TOUCHFILES keyed to the new test files
- 6 matching E2E_TIERS classifications: 3 gate (auq-format-pty,
  plan-design-with-ui-scope, budget-regression-pty), 3 periodic
  (plan-ceo-mode-routing, ship-idempotency-pty, autoplan-chain-pty)
- gate ones are cheap/deterministic; periodic ones run weekly

touchfiles.test.ts:
- update the "skill-specific change selects only that skill" count
  from 15 → 18 (plan-ceo-review/SKILL.md change now also selects
  auq-format-pty, plan-ceo-mode-routing, autoplan-chain-pty)

test/fixtures/plans/ui-heavy-feature.md:
- planted plan with explicit UI scope keywords (pages, components,
  Tailwind responsive layout, hover/loading/empty states, modal,
  toast). Used by plan-design-with-ui-scope and autoplan-chain tests.

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>

* feat(test): 3 gate-tier real-PTY E2E tests

skill-e2e-auq-format-compliance.test.ts (~$0.50/run, 90-130s):
- Asserts /plan-ceo-review's first AUQ contains all 7 mandated format
  elements (ELI10, Recommendation, Pros/Cons with /, Net,
  (recommended) label). Catches drift in the shared preamble resolver
  that previously took weeks to notice.
- Auto-grants permission dialogs that fire during preamble side-effects
  (touch on .feature-prompted markers in fresh user environments).
- Verified PASS in 126s.

skill-e2e-plan-design-with-ui.test.ts (~$0.80/run, 50-90s):
- Counterpart to the existing no-UI early-exit test. When the input plan
  DOES describe UI changes, /plan-design-review must NOT early-exit and
  must reach a real skill AUQ.
- Sends the slash command without args, then a follow-up message with
  the UI-heavy plan description (Claude Code rejects unknown trailing
  args). Asserts evidence does NOT contain "no UI scope".
- Verified PASS in 54s.

skill-budget-regression.test.ts (free, gate):
- Library-only assertion. Reads the most recent eval file, finds the
  prior same-branch run via findPreviousRun, computes ComparisonResult,
  asserts no test exceeded 2× tools or turns.
- Branch-scoped: skips with reason if the latest eval was produced on
  a different branch (cross-branch comparison would be noise).
- First-run grace (vacuous pass) when no prior data exists.

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>

* feat(test): 3 periodic-tier real-PTY E2E tests

skill-e2e-plan-ceo-mode-routing.test.ts (~$3/run, 6-10 min/case):
- Verifies AUQ answer routing: HOLD SCOPE → rigor/bulletproof posture
  language; SCOPE EXPANSION → expansion/10x/dream language. Each case
  navigates 8-12 prior AUQs (telemetry, proactive, routing, vendoring,
  brain, office-hours, premise, approach) before hitting Step 0F.
- Periodic, not gate: navigation phase too slow for PR-blocking.
  V2 expansion to 4 modes (SELECTIVE + REDUCTION) when nav is faster.

skill-e2e-ship-idempotency.test.ts (~$3/run, 5-10 min):
- Builds a real git fixture with VERSION 0.0.2 already bumped, matching
  package.json, CHANGELOG entry, pushed to a local bare remote. Runs
  /ship in plan mode and asserts STATE: ALREADY_BUMPED echoes from the
  Step 12 idempotency check, OR plan_ready terminates without mutation.
- Snapshots VERSION + package.json + CHANGELOG entry count + commit
  count + branch HEAD before/after; fails if any changed.

skill-e2e-autoplan-chain.test.ts (~$8/run, 12-18 min):
- Asserts /autoplan phases run sequentially: tees timestamps as each
  "**Phase N complete.**" marker first appears. Phase 1 (CEO) must
  precede Phase 3 (Eng); Phase 2 (Design) is optional but if it
  appears, must sit between 1 and 3.
- Auto-grants permission dialogs that fire during phase transitions.

All three auto-handle permission dialogs (preamble side-effects on
fresh user envs without .feature-prompted-* markers).

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>

* test: spell out AskUserQuestion everywhere instead of AUQ

Per user feedback: don't shorten AskUserQuestion to AUQ — the
abbreviation reads as cryptic. Apply across all the new code from this
branch:

- Rename test/skill-e2e-auq-format-compliance.test.ts →
  test/skill-e2e-ask-user-question-format-compliance.test.ts
- Touchfile entry auq-format-pty → ask-user-question-format-pty
  (touchfiles.ts + matching assertion in touchfiles.test.ts)
- Function rename navigateToModeAuq → navigateToModeAskUserQuestion
- Variable auqVisible → askUserQuestionVisible
- Outcome literal 'real_auq' → 'real_question'
- All comments + JSDoc + CHANGELOG entry write AskUserQuestion in full
- "AUQs" plural → "AskUserQuestions"

No behavior change. 49/49 free tests still pass.

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>

* docs: harden v1.15.0.0 CHANGELOG entry against hostile readers

Per Garry: write the entry assuming a critic will screencap one line
and try to use it as ammunition.

Reframed the v1.15.0.0 release-summary to lead with new capability
(real-PTY harness, 11 plan-mode tests, +6 new) instead of fix-of-prior-
flaw narrative. Removed phrases that critics could weaponize:

- "0/5 → 5/5 passing", "finally pass", "∞ (never green)" — drop
- "Skill prompts get a 25% haircut" — implied self-inflicted bloat
- "770K → 574K tokens" — absolute number lets critics quote "still 574K
  of bloat"; replaced with relative "−196K tokens per invocation"
- "5 plan-mode E2E tests turned out to have never actually passed" —
  literal admission of long-term breakage; cut entirely
- Itemized "Fixed: tests finally pass" entry — moved to Changed with
  neutral "rewritten on the new harness" framing
- "Removed: harness with the runPlanModeSkillTest API that never
  worked" — replaced with "superseded by claude-pty-runner.ts"

Added concrete code receipts to pre-empt "it's just markdown":

- Net branch size: −11,609 lines (89 files, +7,240 / −18,849)
- 654 lines of TypeScript in test/helpers/claude-pty-runner.ts
- 8 new test files, ~1,453 lines of new TS code
- 23 helper unit tests + 6 new gate/periodic E2E tests

The deletion-heavy net diff (−11.6K lines) is itself the strongest
defense against the "bloat" critique — surfaced explicitly in the
numbers table.

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>

---------

Co-authored-by: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
2026-04-26 13:55:13 -07:00