mirror of
https://github.com/garrytan/gstack.git
synced 2026-11-08 09:48:20 +01:00
* feat(autoplan): gates print their cost, --owner-standing rec cites a standing approval, approvals mirror to the Captain's drive
E16: GATE_SPEND and GATE_REC_COST under every GATE line (lib/autoplan-gate-cost.ts), and a
Cost so far sentence in the owner brief; host-subagent attempts stay priced unknown.
E21: gstack-autoplan answer --owner-standing rec --by agent:<id> answers rec by citing the
newest standing approval covering autoplan recommendations from any branch's record; the
id lands on every decision row, in run.json and in the approvals import; refused with
STANDING_APPROVAL_ABSENT or STANDING_APPROVAL_INAPPLICABLE (urgent finding).
E22: the approvals mirror honours the approvals/ directory a Captain created in its drive,
between GSTACK_APPROVALS_DIR and the private project-user folder; gstack-approvals path
names the rule.
E23: the Eng phase asks for a performance budget and a bench step on hot-path changes.
Co-authored-by: capy-ai[bot] <230910855+capy-ai[bot]@users.noreply.github.com>
* fix(autoplan): review pass 1 — standing answers bind to the run's project and refuse recommend-edited gates, cost is an upper bound and reaches JSON and the Captain brief
Review pass 1 (6 specialists + red team) on the standing-approval and gate-cost change:
- the standing lookup resolves the approvals record of the repository the run's plan lives in,
never the caller's cwd (red team: project A's row answered project B's gate)
- standingAnswer refuses a gate that `recommend` edited (rec_rev > 0 or recommended_by), a
missing or unreadable findings.jsonl, and an outside-plan finding; the STANDING line flattens
control characters so a crew-writable row cannot forge a protocol line
- coversAutoplanRec matches the recommendation words in the owner's words only and rejects
negations; STANDING_APPROVAL_ABSENT's fix names every required gstack-approvals flag
- recReopens is the upper bound of the answer/revise rules (a plan change counts every phase,
a round grant its phase plus Eng); gate_cost rides the JSON payloads, `run` prints the lines
at its final gate, and `gstack-owner-brief render --captain` appends a ### Cost section
- locate keeps the other mirror roots as read_also so rows mirrored under an earlier rule stay
visible; gstack-approvals path prints READ_ALSO
- the Eng phase edit is size-neutral: five nearby phrases shortened so every host's autoplan
SKILL.md stays at its size-guard pin
- tests: isolated fixtures, the run's plan inside its own git repo, cross-project refusal,
amend_pending vs complete, recommend-then-standing, injection, gate_cost JSON, Captain brief
Co-authored-by: capy-ai[bot] <230910855+capy-ai[bot]@users.noreply.github.com>
* fix: pre-landing review fixes (pass 2)
Standing approvals: the newest row about autoplan recommendations decides, so a later refusal
blocks older grants; rows whose id or date is not the recorded shape are never cited; the
project is fixed at init from the plan's physical path (run.json project_root) so a symlinked
plans folder or a checkpoint restore cannot borrow another repository's record. Gate cost:
recReopens counts every phase revise can keep or add and prices answers already recorded at
the gate; run --json emits one payload; the Captain brief's ### Cost sits above the relaying
trailer.
Co-authored-by: capy-ai[bot] <230910855+capy-ai[bot]@users.noreply.github.com>
* fix: pre-landing review fixes (pass 4, rule-23 exception)
Standing grammar fails closed: the newest standing row mentioning autoplan decides and grants only
with the canonical scope and affirmative owner words; same-id copies keep the newest recorded; id and
date are type-checked before the regexes. Gate cost prices the effective choices exactly as answer
does (p1d, carried overrides, non-recommended options). The run records project_slug beside
project_root so a restored run names its record on another machine, and project_root is a recorded
root for export --public.
Co-authored-by: capy-ai[bot] <230910855+capy-ai[bot]@users.noreply.github.com>
* refactor(autoplan): drop --owner-standing rec (E21) from this PR
Pass-4 review (red team + Codex adversarial) still found that the keyword
grammar over the owner's standing words could read a refusal as a grant
("I won't take the recommendations", "Taking the recommendations is
forbidden" granted under the canonical scope) and that gstack-approvals add
deduped a same-day scope revocation as the grant. A free-text negation
parser cannot fail closed, so the standing answer leaves this change and
returns with a structured grant in its own PR.
Kept: GATE_SPEND/GATE_REC_COST cost lines and gate_cost (E16), the
Captain-drive approvals mirror with READ_ALSO (E22), the Eng perf-budget
question (E23). Removed: standingAnswer, standingRecApproval,
coversAutoplanRec, citableRow, project_root/project_slug in run.json,
STANDING_APPROVAL_* result codes and anchors, the standing DRIVER
paragraph and docs, test/autoplan-standing.test.ts (its E16/E22 cases move
to test/autoplan-gate-cost.test.ts).
Focused: 793 pass / 0 fail across 45 files; typecheck, typecheck:test,
format: cso:check clean; renders regenerated with gen:skill-docs --host all.
Co-authored-by: capy-ai[bot] <230910855+capy-ai[bot]@users.noreply.github.com>
* RESTAMP: 1.91.268.0 -> 1.91.269.0 (stamped; queue_mode=stamp-at-merge base=origin/main@76aa68fc9e7a policy=base origin/main@76aa68fc9e7a:.gstack/ship-policy.json)
ship, next in queue at 1.91.269.0
STAMP_VERSION: 1.91.269.0
claims: ignored (stamp-at-merge)
stage version: done (wrote 1.91.269.0)
stage release_tool: done (bun scripts/gen-agents-digest.ts)
stage changelog: done (Unreleased -> 1.91.269.0)
stage stamp_paths: skipped (no stamp_paths in policy)
stage mirror: skipped (no mirror in policy)
stage apply: done (4 file(s))
diff --git a/CHANGELOG.md b/CHANGELOG.md
index e4e28308c..566bb525c 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -1,6 +1,6 @@
# Changelog
-## [Unreleased]
+## [1.91.269.0] - 2026-10-27
**An autoplan gate now arrives with its price, and the approvals record lands where the whole crew can read it.** Captains reported the same two frictions: review rounds and reviewer subagents had no credit figure at the gate, and the approvals mirror sat in a private project-user folder no sibling thread could read. The Eng phase also gains the performance-budget question, after a correctness pass doubled a consumer's p95 with no bench step to catch it. (The standing "take the recommendations" answer planned beside these, `answer --owner-standing rec`, was cut from this release after review: a keyword grammar over the owner's words could still read a refusal as a grant, so it returns with a structured grant in its own change.)
diff --git a/VERSION b/VERSION
index c31f84688..6437fa3e4 100644
--- a/VERSION
+++ b/VERSION
@@ -1 +1 @@
-1.91.268.0
+1.91.269.0
diff --git a/agents-digest/gstack-AGENTS.md b/agents-digest/gstack-AGENTS.md
index 3548eb690..4bdc2879f 100644
--- a/agents-digest/gstack-AGENTS.md
+++ b/agents-digest/gstack-AGENTS.md
@@ -1,4 +1,4 @@
-# gstack digest v1.91.268.0 — regenerate/re-copy after upgrading gstack
+# gstack digest v1.91.269.0 — regenerate/re-copy after upgrading gstack
Behavioral rules from gstack (https://github.com/garrytan/gstack), compressed
for agent hosts without a full skill install. The full skills add workflows,
diff --git a/node_modules b/node_modules
new file mode 120000
index 000000000..1de79460f
--- /dev/null
+++ b/node_modules
@@ -0,0 +1 @@
+/workspace/gstack-ap/node_modules
\ No newline at end of file
diff --git a/package.json b/package.json
index 7a672beb5..26a9702da 100644
--- a/package.json
+++ b/package.json
@@ -1,6 +1,6 @@
{
"name": "gstack",
- "version": "1.91.268",
+ "version": "1.91.269",
"description": "Garry's Stack — Claude Code skills + fast headless browser. One repo, one install, entire AI engineering workflow.",
"license": "MIT",
"type": "module",
FILES: CHANGELOG.md VERSION agents-digest/gstack-AGENTS.md package.json
MERGE_CONDITION: sha=624f0eedec7c3aebdd0cecd70be4e4ebd10eb4af
next: NEW_VERSION=1.91.269.0; commit and push only the stamp diff above (FILES), with no edit of your own: the train's verify accepts the CHANGELOG only as the base's plus this PR's entry re-headed; merge with the expected head 624f0eedec and recompute on a stale queue.
GSTACK_RESULT: skill=restamp status=complete run=/workspace/gstack-ap/.gstack/tmp/restamp-journal.json
Co-authored-by: capy-ai[bot] <230910855+capy-ai[bot]@users.noreply.github.com>
---------
Co-authored-by: capy-ai[bot] <230910855+capy-ai[bot]@users.noreply.github.com>
160 lines
16 KiB
Markdown
160 lines
16 KiB
Markdown
<!-- AUTO-GENERATED from autoplan/DRIVER.md.tmpl — do not edit directly -->
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<!-- Regenerate: bun run gen:skill-docs -->
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# /autoplan driver: run the review loop from a parent agent
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Read this file instead of `autoplan/SKILL.md` when you (a parent agent on any host) drive an
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unattended /autoplan run through `gstack-autoplan`: the reviewers are subagents you dispatch,
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and the runner keeps the state. The commands live in `<root>/bin/`, where `<root>` is the
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folder that holds this `autoplan/` directory; `gstack-autoplan --help` and the first `next`
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print `DRIVER: <root>/autoplan/DRIVER.md`. Run every command with the `GSTACK_LAUNCH` assignments your installer printed: `. <the GSTACK_LAUNCH_FILE it printed>` in the shell that runs the command,
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never `export $(...)`, `env`, `printenv` or a bare `set` in a tool fence (a bare `export` prints every variable, credentials included). Read printed lines and files, never prose: every workflow
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command ends with `GSTACK_RESULT: skill=autoplan status=<s> run=<dir>`, and every error line
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ends with `(<CODE>)`.
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## Phases and scope
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Order: ceo → design → dx → eng. Design runs only with UI scope, DX only with DX scope, Eng always and last.
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Scope flags on the first `next`: `--ui`, `--no-ui`, `--no-dx`, `--developer-tool`, `--agent-primary`. `--developer-tool` and `--agent-primary` only enable DX.
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The first `next` prints `SCOPE: ui=… (terms; visual; files) dx=… (detected) source=ui:<s>,dx:<s>`
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(each axis is `flag`, `marker` or `detected`). UI needs a rendered file path or a UI term next
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to a visual noun in the Implementation plan. To keep flags for later runs on the same plan, add
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the `SCOPE_PIN:` marker it prints (`<!-- gstack-autoplan-scope: … -->`) as the plan's first
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line yourself; gstack never writes the plan.
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## The loop
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1. `next` prints one `ATTEMPT: <id> phase=<p> voice=native|outside prompt=<file> result=<file>`
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per voice. Dispatch the native prompt to a subagent on your model and the outside prompt to
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a subagent on another model family (or `gstack-outside-voice run`). Each writes `result=`.
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2. Submit each voice exactly once (`BOUND:`). Both voices in closes the phase (`PHASE_CLOSED:`).
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3. Repeat `next` until `status=gate_pending` (`GATE: gate_rev=<n>`); render it with `gstack-gate render <dir>/gate.json --all` and relay every page with the two cost lines printed under `GATE:`: `GATE_SPEND:` (spent, worst case, cap, headroom, attempts; host-subagent attempts are priced unknown and counted at their reservation, so quote their real figure from the host's cost view) and `GATE_REC_COST:` (the phases `rec` can reopen and the estimate for them, an upper bound; `gate_cost` in `--json`).
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You never approve the gate for the owner. Offer `rec` (every recommendation, plan changes included) as the default.
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4. `answer` with the owner's reply and `--by human` (the owner typed the tokens) or `--by agent:<id> --owner-reply "<their words>"` (you relayed them); without `--by` an
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unattended run refuses (`ANSWER_BY_REQUIRED`). `APPLY: <id> <title> -> <change>` lines are
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accepted plan changes (status `amend_pending`): edit the plan, then `revise` (the printed
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`NEXT:` names it), or `revise --settle <id>` when the line says no plan edit is needed. Until
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then `next` refuses with `PLAN_AMEND_PENDING` and `export` will not mark the run complete.
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5. `REOPENED: <phases>` means loop `next` again (Eng last). `APPROVED:` means `export`.
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### On Capy
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- Always drive `gstack-autoplan`; never hand-adapt `autoplan/SKILL.md`. A plan you reviewed by
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hand is not an autoplan run: do not present it as one.
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- Every prompt ends with a `GSTACK TRAILER` block: the reviewer runs the `--for review-voice`
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install on its own machine (no ./setup, no skills; seconds when warm) and starts its reply
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with the `gstack:` line. Never tell a reviewer that no install is needed; relay each
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reviewer's line with its result, and treat a missing line as `gstack: fail not-installed`.
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- Set `GSTACK_AUTOPLAN_CHECKPOINT_DIR` to the private project-user Drive folder (or opt every run in
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with `gstack-config set autoplan_checkpoint drive`) so a run survives machine replacement: a
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generation is published at rest, after each bound voice and after each phase transition; restore
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with `resume --out <new dir> --from <dir>/<run>`, which never redispatches a bound voice.
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- Plans carry `## Before → after`, `## Why it matters`, `## What caused this work`, `## Big decisions`;
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relay the printed `RELAY: gstack-owner-brief render --captain` output to your Captain (or the person),
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then `gstack-approvals import --autoplan <dir>` after `answer` (`capy/skill/gstack/captain.md`).
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### Commands
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- `gstack-autoplan next --out <dir> --plan <plan.md> [scope flags] [--light] [--spend-cap <usd>] [--max-rounds <n>] [--scaffold]`
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first call: init the run, print PHASE:, SCOPE:, DRIVER: and one ATTEMPT: per voice; --max-rounds caps review rounds per phase (default 3 unattended), and an unattended Capy run reserves 5.00 per host attempt unless --estimate-usd <n> says otherwise, so --spend-cap binds.
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- `gstack-autoplan next --out <dir> [--redispatch <attempt>]`
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later calls: open the next phase or reprint open attempts; never redispatches on its own.
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- `gstack-autoplan submit --out <dir> --phase <p> --voice native|outside --record <file.md> --model <id> [--attempt <id>]`
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bind a free-form review record (canonical fence, one findings table or list, or `No findings.`).
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- `gstack-autoplan submit ... --record <file.md> --attest "<reason>" --attempt <id>`
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bind a record with no INPUT: line as receipt: attested (a wrong INPUT: always refuses).
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- `gstack-autoplan submit --out <dir> --phase <p> --voice native|outside --result <file> --model <id> --attempt <id>`
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bind a canonical result (the RESULT FORMAT below).
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- `gstack-autoplan submit --out <dir> --phase <p> --voice outside --unavailable|--failed "<reason>"`
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close the phase native-only when no outside voice can run.
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- `gstack-autoplan answer --out <dir> --gate-rev <n> --reply "<reply>" --by human|agent:<id> [--owner-reply <text>|-] [--rec-hash <h>]`
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answer the gate with the reply grammar below; an agent answer stores the owner's words verbatim.
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- `gstack-autoplan recommend --out <dir> --gate-rev <n> --item <id> --option <k> --basis "<why>"`
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change one recommendation before relay; then render and relay again (a `rec` needs the new `--rec-hash`).
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- `gstack-autoplan revise --out <dir> --plan <plan v2> --incorporates <decision ids>`
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bind the amended plan; reopens every phase whose reviewed plan changed, Eng last.
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- `gstack-autoplan revise --out <dir> --settle <decision id|d4>`
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discharge a packaging or ordering change with no plan edit; reopens nothing.
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- `gstack-autoplan revise --out <dir> --withdraw <decision id>`
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drop a pending amendment instead of applying it.
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- `gstack-autoplan close --out <dir> --phase <p> --deferred "<reason>" --by human|agent:<id>`
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close a phase accepted-with-findings: its open findings go to tasks.jsonl, and Critical, urgent or user-challenge findings become gate items; also the recovery from `STOP: reason=budget_exhausted`.
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- `gstack-autoplan budget --out <dir> [--spend-cap <usd>] [--max-rounds <n>] --by human|agent:<id>`
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the owner's journaled cap raise; after a budget stop, `resume` continues the run.
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- `gstack-autoplan export --out <dir>`
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write the artifact set; then `gstack-artifact validate <dir>/run.json`.
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- `gstack-autoplan export --out <dir> --public <pub>`
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a machine-path-free copy to commit or share (recorded roots rewritten, plan.md code kept, provenance digests); the private run is not touched; then `gstack-artifact validate --public <pub> --private <dir>/run.json` on this machine.
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- `gstack-autoplan status|resume --out <dir>`
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read the manifest (PENDING: lines name open attempts); take ownership after a crash (EXECUTION_UNKNOWN lists unfinished attempts).
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- `gstack-autoplan resume --out <new dir> --from <checkpoint>`
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restore the newest valid checkpoint generation (GSTACK_AUTOPLAN_CHECKPOINT_DIR) into an empty directory and take ownership; `checkpoints --from <dir>` lists them.
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## Reviewer result format
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Every prompt ends with this contract; `submit --result` enforces it, `submit --record` accepts
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the looser record shapes above.
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RESULT FORMAT (required by gstack-autoplan; the parent binds your file by this contract):
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1. The first line of your result is exactly: INPUT: <phase> <snapshot sha256>
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2. Write the complete review as prose, then END with one fenced block of canonical findings, one JSON object per line:
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```gstack-findings
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{"id":"F1","severity":"High","title":"<one line>","file":"<path or omit>","line":12,"fix":"<the fix>"}
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```
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severity is Critical | High | Medium | Low | Informational. Add "user_challenge": true only when you recommend changing the plan's stated direction AND the change alters its scope, cost or direction (then also add "changes": "scope" | "cost" | "direction") or only its delivery packaging or ordering, with no Implementation-plan edit (then "changes": "packaging" | "ordering"). Naming and other reversible choices are ordinary findings, not user challenges. Add "urgent": true and "suggested_owner": "<who>" for a security or data-loss finding this plan does not own. An empty fence means no findings; a missing fence is refused.
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3. Write the whole result to this file: <result file>
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## Gate replies
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A reply binds to the `gate_rev` you read (`--gate-rev`). Bare `yes`/`no` is unparsed, never guessed.
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- `rec`: every item takes its recommendation, plan changes included (each prints APPLY:); `all` and `do it` are aliases.
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- `as-is`: keep every direction; no plan change.
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- `d3b uc1a`: one <id><option> token per item you set; unanswered auto items take their default.
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- `rec except d3b`: recommendations, with the listed overrides.
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## Run directory
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Runner state: `run.json`, `attempts.jsonl`, `run.lock`, `spend.json`, `plan-active.md`, `restore.md`, `plan-source.md`. Reviewer files: `<phase>-native-prompt.md`,
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`<phase>-outside-prompt.md`, `<phase>-<voice>.<attempt>.md` (the reviewer writes it), its sealed
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`<phase>-<voice>.<attempt>.bound.md` (what submit bound), `<phase>-consensus.{json,md}`,
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`gate.json`, `decisions.jsonl`. `export` writes `plan.md`, `review-record.md`, `findings.jsonl`,
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`tasks.jsonl`, `timing.json` and rehashes `run.json`; `gstack-artifact validate <dir>/run.json`
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is the completion check. Copy the whole directory, never single files.
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## Result codes
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- `RUN_NOT_INITIALIZED`: start with `gstack-autoplan next --plan <file> --out <dir>` (the first call initializes the run)
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- `PLAN_SECTIONS_INVALID`: add the missing heading, or rerun the first `gstack-autoplan next` with --scaffold to review a scaffolded copy (your plan file is never edited); duplicate, reversed or empty sections are fixed by hand
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- `RUN_LOCKED`: wait for it to exit, or if its pid is gone run `gstack-autoplan resume --out <dir>` to take ownership
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- `EXECUTION_UNKNOWN`: submit the result file if the reviewer finished (`gstack-autoplan submit ... --attempt <id>`), or redispatch explicitly with `gstack-autoplan next --redispatch <id>`; nothing is redispatched automatically
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- `SPEND_CAP_EXCEEDED`: raise `--spend-cap`, settle or release unsettled attempts, or stop; unknown charges count as their reservation
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- `PHASE_NOT_AWAITING`: run `gstack-autoplan status --out <dir>` and submit for the attempt `next` printed
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- `ATTEMPT_MISMATCH`: pass the attempt id `next` printed for this voice; a result is bound exactly once
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- `RESULT_RECEIPT_MISSING`: the reviewer must read the prompt file through EOF and begin its result with the INPUT line the prompt names; a result for another snapshot is refused
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- `RESULT_FINDINGS_MISSING`: end the review with one ```gstack-findings fence, one JSON object per line with at least severity and title; `[]` rows are not findings, an empty fence means no findings
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- `MODEL_FAMILY_CONFLICT`: pass `--model <id>` of a different family (anthropic, openai, google, xai, deepseek, qwen, zai, moonshot, meta, mistral); a same-family result is not an outside voice
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- `CONSENSUS_MISSING`: resume the run so the phase closes through reconciliation; the Eng prompt is never sent without every prior phase summary
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- `GATE_REV_STALE`: render the current gate list, read it, and reply with its gate_rev
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- `GATE_REPLY_UNPARSED`: reply with `rec`, `as-is`, `<id><option>` tokens (for example `d3b uc1a`), or `rec except <tokens>`; bare yes/no is ambiguous
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- `GATE_REC_STALE`: render the gate again (`gstack-gate render <dir>/gate.json --all`), relay it, and answer with the printed `--rec-hash`
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- `OWNER_REPLY_REQUIRED`: pass the owner's words exactly with `--owner-reply "<text>"`, `--owner-reply -` (stdin) or `--owner-reply-file <path>`
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- `GATE_OWNER_REPLY_MISMATCH`: relay exactly what the owner chose (or their reply itself, e.g. `--reply rec`); ask the owner when their words and the tokens disagree
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- `PLAN_AMEND_PENDING`: edit the plan, then `gstack-autoplan revise --out <dir> --plan <file> --incorporates <decision id,...>`; settle a packaging or ordering change with `gstack-autoplan revise --out <dir> --settle <id>`; or drop one with `gstack-autoplan revise --out <dir> --withdraw <decision id>`
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- `AMENDMENT_NOT_SETTLEABLE`: edit the plan, then `gstack-autoplan revise --out <dir> --plan <file> --incorporates <decision id>` (add `--settle <id>` to settle packaging/ordering changes in the same call); settle alone only on the plan the run already reviews
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- `CHECKPOINT_INVALID`: run `gstack-autoplan checkpoints --from <dir>` to see each generation's hash status and restore an intact one; nothing was written to --out
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- `GSTACK_VERSION_CHANGED`: nothing to do for an older run (journaled forward migrations ran); a run written by a newer gstack needs that gstack: upgrade with bin/gstack-upgrade
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## Coordinator contract (inherited by every lane)
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Merge conditions. A lane's PR merges only when: the required gate lanes are green on the stamped tree or the tree receipt says `gate-reuse: eligible`; `gstack-lane-check` reports `clear` for its planned files against every other open lane; the PR body opens with the `gstack-ship-receipt` block; and the coordinator, not the lane, says merge. A lane never merges, rebases another lane, or force-pushes.
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Behavior-change notices. Every user-visible behavior change outside the plan's own items is listed in the PR body under `## Behavior changes` with the file, the old behavior and the new one, before the review starts. An omitted change found in review is a CRITICAL finding, whatever its size.
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Spend caps. Each lane runs under the `--spend-cap` the coordinator names; a lane that reaches it stops `incomplete` (`STOP: reason=budget_exhausted`) and reports spent, reserved and unknown charges. Paid evals are never retried to change a verdict; a rerun needs a named repair. Host-subagent spend is reported as `unknown`, never zero.
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Before done. A lane pushes a WIP commit to its branch after each step and gates a pushed SHA. It is done only when `gstack-pregate run --allow-repo-commands` passes; `requires-remote` needs `--stage tests --remote --spend-cap <cap>`. Where `.gstack/pregate.json` has a `sealed` key, it runs `gstack-pregate sealed` before any push or PR creation; a refusal stops the push.
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Handoff format. A lane reports in this order, identifiers first: PR URL (or `no PR` with branch and SHA), `GSTACK_RESULT` line, the `gstack: ok|fail <rev>` line, the `PREGATE:` line, gate summary (lanes passed/failed/skipped), behavior changes (or `none`), spend (spent/reserved/unknown), then what it could not verify. Full thread ids (`jam_…`), never short codes, in every cross-thread message. Prose after the identifiers may be truncated; nothing before them may be.
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Decision trail. A lane keeps `<run dir>/decisions.tsv` through `gstack-decision-trail <file> <phase> <decision> <why> <evidence> <result>` (one row per fork, unit, revert or blocker; evidence a pointer that resolves) and opens it with `gstack-decision-trail start <file> <run id>` when another run wrote it first. Before done it audits the trail against the transcript, superseding a wrong row with a new one rather than editing it, has a reviewer on another model family read the trail, and ends its report with an `Attention` section (`reviewed by <model>`, then the flags, or `No flags`). The full rule is [docs/unattended.md](../docs/unattended.md#the-decision-trail).
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