Files
gstack/CONTRIBUTING.md
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d078622b73 v1.62.0.0 feat: plan-mode auto-select at the review scope gate (#2533)
* fix(evals): align plan-eng/design plan-mode + finding-floor smokes to their declared periodic tier

The #2077 demotion of these four stochastic tests to 'periodic' was inert:
E2E_TIERS declared periodic but the files self-gated on EVALS_TIER === 'gate',
so they kept running in the blocking gate lane and never in the weekly lane.

Flip the four self-gates to 'periodic' (headers/describe labels updated), add
a free static tier-alignment invariant test (dep-list filename mapping;
unmapped self-gated files are reported, never silently skipped), and name the
two plan-mode test files in their own touchfiles dep lists so the invariant
binds for them.

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>

* feat(pty-runner): scope-gate question/auto-select detectors + observation flags

Two render-shape-anchored detectors (whitespace-squished, like the Pattern-4/5
collapsed-form handling): isScopeGateQuestionVisible requires the question text
PLUS option-body text (native AskUserQuestion renders numbered options, prose
fallback renders lettered — the option body appears in both; narration doesn't),
and isScopeGateAutoSelectVisible requires the announcement prefix PLUS the
selected-B token.

runPlanSkillObservation gains scopeGateQuestionObserved /
scopeGateAutoSelectObserved high-water flags (attached at every return path) so
paid smokes can assert gate behavior across the whole run instead of the lossy
2KB evidence tail. runPlanSkillFloorCheck no longer counts a scope-gate render
toward auqObserved (tail-scoped exclusion) — the floor measures FINDING-driven
questions, and the gate could fire inside the 3s pre-target window.

Unit fixtures pin clean/native/collapsed positives, narration negatives, and
the verbatim template announcement string (template rewording fails here first,
before the paid smokes degrade to vacuous asserts).

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>

* feat(plan-eng/design-review): auto-select B in plan mode at the scope gate

In plan mode the scope gate's "What should I review? A/B/C" question is pure
friction: there is no branch diff and the target is the plan being drafted.
Both gates gain an ordered exceptions block, checked BEFORE asking:

1. Plan mode → auto-select B: review the active plan (in context or pasted),
   announce it in one line ("Scope gate: plan mode — auto-selected B
   (reviewing <target>)") so the user can interrupt; an explicitly different
   user-named target still wins; no plan drafted yet → ask as normal.
2. User-named target (outside plan mode): explicit-only — a path, a pasted
   doc, or the literal words "branch diff". A passing mention is not naming;
   when in doubt, ask.

Outside plan mode with no explicitly-named target, nothing changes. Plan-mode
is checked FIRST because the PTY harness seeds drafts as pasted user messages
(claude-pty-runner.ts:1600) — ordering makes the seeded smokes deterministic.

Pinning: seeded plan-mode smokes assert no gate render + announcement rendered
(eng test 2; new design seeded test); plan-mode-no-op extends to eng/design
(bypass must not misfire outside plan mode; first question must be the gate)
plus a named-target case proving the pasted target is consumed; a drift-guard
asserts the two hand-duplicated exceptions blocks stay identical modulo the
two variant slots and carry the announcement string the detectors pin.

Skeleton ceilings ratcheted with comments (eng 68k, design 89k; eng union
ratio 1.08→1.09) — measured 67,006 B / 88,226 B after regen.

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>

* fix(autoplan): skip the scope gate when following loaded review skills

autoplan Step 3 reads plan-eng-review / plan-design-review SKILL.md verbatim,
and its section skip list omitted the scope gate — so autoplan ingested a
hard-STOP AskUserQuestion that contradicts its every-question-auto-decides
contract. One skip-list line fixes it; a static toContain pin in
skill-validation keeps the entry load-bearing.

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>

* docs: file scope-gate resolver-extraction TODO (eng-review D5 follow-up)

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>

* fix(pty-runner): positional floor exclusion, flag builder, outcome union, token tracking

Review-army + adversarial findings on the scope-gate observability work,
all verified before fixing:

- Floor check: acceptance scanned the CUMULATIVE buffer while the scope-gate
  exclusion scanned only the 1500-byte tail, so an early gate render satisfied
  the floor vacuously once ~1.5KB of output accumulated (found independently
  by 4 review passes; predicate reproduced). Acceptance now scans only content
  APPENDED after the first gate render (positional anchor), and the LLM-judge
  'waiting' shortcut no longer fires while the gate menu is the pending render.
- High-water flags are built once and spread at every return path — the
  hand-spread pattern had already drifted (judge-waiting return omitted two
  flags), which made must-stay-false asserts vacuous on those paths.
- isScopeGateAutoSelectVisible: tense-tolerant selected/selecting/selects
  token (must-be-TRUE asserts shouldn't fail semantically-perfect paraphrases)
  and quoted-occurrence rejection (a model verbatim-quoting the announcement
  while declining must not trip must-stay-FALSE asserts). Fixtures added for
  both directions.
- PlanSkillObservation outcome union gains 'wrote_findings_before_asking'
  (returned at runtime via classifyVisible but missing from the type).
- trackTokens/tokensObserved: cumulative-buffer token high-water for
  consumption asserts (the 2KB evidence tail is lossy and the plan-file
  fallback is unreachable outside plan mode).
- New scope-gate-floor unit pins (from the ship coverage audit): both gate
  render forms trip acceptance and exclusion; a genuine finding AUQ is not
  excluded; tail-scoping semantics pinned.

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>

* test(evals): harden no-op asserts, close tier-invariant fail-open holes, pin gate question strings

- no-op regression: gate-must-ask is now UNCONDITIONAL for eng/design (the
  outcome==='asked' conditional let a silent-bypass plan_ready run sail
  through); eng/design cases force --disallowedTools so the pinned prose
  shape is contractual rather than hoping native AUQ renders match; the
  named-target case uses trackTokens for consumption and lists
  wrote_findings_before_asking in its diagnostic throw branch.
- tier-alignment invariant: both quote styles matched; zero-self-gate,
  mixed-tier, and owning-keys-without-E2E_TIERS-entries are all REPORTED
  instead of silently skipped (the fail-open holes three reviewers found).
- drift-guard: the generated gate menus must carry the exact question/option
  strings the PTY question detector anchors on — free CI fails before the
  paid smokes can go vacuous on a menu reword.
- touchfiles: corrected the no-op cost note for CI concurrency + retry
  semantics.

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>

* fix(ci): register plan-eng/design-review skills in PTY eval containers

The extended plan-mode-no-op smoke invokes /plan-eng-review and
/plan-design-review, but the fresh CI containers registered only
office-hours and plan-ceo-review — both new runs would return
'Unknown command' and fail every PR's gate job (Codex structured
review P1, verified against evals.yml). Registration loops, the
dangling-target fail-fast list, and the frontmatter checks (now a
loop over the same skill list, so the lists can't drift) all cover
the two skills.

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>

* fix(plan-eng/design-review): harden scope-gate exceptions against injection and ambiguity

Adversarial-review wording fixes (Claude adversarial F1-F8 + Codex
cross-confirmation), applied to both gate templates + regen:

- Host-anchored mode signal: only the host's own system messages (plan-mode
  reminder or active plan file path) arm the auto-select; plan-shaped text
  inside pasted documents, tool results, or fetched pages does NOT count —
  injected content can't disarm the consent gate or nominate the target.
- Multiple plan candidates: the host-referenced plan file wins; still
  ambiguous means ask.
- The DIFFERENT-target override carries the passing-mention guard.
- Plan mode + explicitly named target + no drafted plan resolves to the
  named target instead of a contradictory re-ask.
- The numbered ask-path rules are qualified ('When no exception above
  applied:') so they no longer restate an unconditional MUST-ask that
  contradicts the exceptions.
- 'Whenever this gate does ask — in any mode — it is a hard STOP.'
- Shared preamble: 'any AskUserQuestion the skill fires is the workflow
  operating within plan mode' (was 'the first AskUserQuestion is the
  workflow entering plan mode', which framed the opposite of the bypass);
  regenerates every skill.
- Ceilings ratcheted with attribution: plan-eng union ratio 1.10,
  investigate 1.10 (the ~250B shared-preamble reword lands the
  closest-to-ceiling skill at 1.092).

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>

* chore: bump version and changelog (v1.62.0.0)

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>

* fix(pty-runner): active-render gate veto in the floor check + honest periodic-wiring docs

Codex re-review P2s on the fix wave, both verified:

- A finding AUQ rendering within TAIL_SCAN_BYTES of the gate (model waiting,
  no further output) was vetoed by the blanket tail exclusion until timeout.
  The veto is now ACTIVE-RENDER-aware: parseNumberedOptions anchors the last
  cursor menu, so only a pending GATE menu vetoes; the judge fallback shares
  the same check. Residual (documented): prose gate + prose finding inside
  one tail — floors run the native-menu path in practice.
- The four demoted periodic tests are not in evals-periodic.yml's explicit
  matrix (a named instance of the pre-existing periodic-orphans TODO), so
  they run locally/manually until the PTY-capable periodic job lands.
  CHANGELOG claim softened accordingly; TODO filed with the wiring recipe.

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>

* docs: update project documentation for v1.62.0.0

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>

* docs: apply codex doc-review fixes for v1.62.0.0

- CLAUDE.md: scope the tier-alignment invariant claim (mapped files
  enforced, unmapped files reported)
- docs/skills.md: document the plan-mode auto-select scope gate for
  /plan-eng-review and /plan-design-review
- evals.yml: fix stale comment (PTY smokes register four skills, not two)

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>

* test: refresh ship golden baselines for the plan-mode preamble reword

The generate-completion-status.ts wording change ('any AskUserQuestion the
skill fires…') intentionally regenerates every SKILL.md; the byte-compare
goldens carry the generator's output and refresh with it.

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>

* fix(ship): custom-hooks-path detection false-negatives on git worktrees

The pre-push guard's HOOKS_IN_GIT_DIR check compared the hooks dir against
--absolute-git-dir, which in a linked worktree is .git/worktrees/<name>
while hooks resolve to the COMMON .git/hooks — so every Conductor worktree
read as a 'custom hooks path' and the consented guard install was skipped.
Match against the resolved --git-common-dir too (with a /nonexistent
fallback so a failed resolution can't collapse the case pattern into
match-everything). Verified live: this worktree now reports yes (was no),
and the main checkout still reports yes. Goldens refreshed (--host all).

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>

* docs: changelog bullet for the worktree hooks-detection fix

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>

* fix(evals): give the plan-ceo plan-mode smoke real budget headroom

Measured 2026-08-11: a clean isolated pass took 295.7s against the 300s
inner budget (4s of margin) and the same test timed out at ~308s three
times under concurrent eval load — a budget-edge flake in the gate lane,
not a behavior regression (it passed isolated on both this branch and
main). Inner budget 300s -> 420s, outer bun timeout 360s -> 480s, and the
test file is now named in its own touchfiles dep list so the tier-alignment
invariant binds for it.

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>

* fix(evals): 300s budget floor for the two 90s design-consultation SDK tests

Root cause of PR #2533's e2e-design CI failure: design-consultation-preview
failed 3 attempts at 0 turns/$0.00/93s — the session was up but the model's
first completion queued past the 90s inner budget under concurrent API load
(11 matrix jobs; the sibling research test booted its first tool at 4s, so
this is API-side queuing, not CPU boot contention). The test was selected
only because touchfiles.ts is a global touchfile; the tested behavior is
untouched by this branch.

90s budgets cannot absorb one slow first completion. Both 90s tests in the
file move to the repo's saturated-runner standard (300s inner / 360s outer,
matching review-dashboard-via and retro-base-branch). Deliberately NOT
re-arming the runner's inner timer on first stream event: an audit found
~100 outer bun-timeout literals sized inner+30-60s that a re-arm would
silently break — the structural options are written up in TODOS.md.

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>

---------

Co-authored-by: Claude Fable 5 <noreply@anthropic.com>
2026-08-12 11:12:28 -07:00

550 lines
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Markdown

# Contributing to gstack
Thanks for wanting to make gstack better. Whether you're fixing a typo in a skill prompt or building an entirely new workflow, this guide will get you up and running fast.
## Quick start
gstack skills are Markdown files that Claude Code discovers from a `skills/` directory. Normally they live at `~/.claude/skills/gstack/` (your global install). But when you're developing gstack itself, you want Claude Code to use the skills *in your working tree* — so edits take effect instantly without copying or deploying anything.
That's what dev mode does. It symlinks your repo into the local `.claude/skills/` directory so Claude Code reads skills straight from your checkout.
```bash
git clone https://github.com/garrytan/gstack.git && cd gstack
bun install # install dependencies
bin/dev-setup # activate dev mode
```
> **Full clone vs shallow.** The README's user-facing install uses `--depth 1` for speed. As a contributor, use a full clone (no `--depth` flag) — you'll need history for `git log`, `git blame`, `git bisect`, and reviewing PRs against earlier versions. If you already have a `--depth 1` clone from following the README, promote it to a full clone with `git fetch --unshallow`.
Now edit any `SKILL.md`, invoke it in Claude Code (e.g. `/review`), and see your changes live. When you're done developing:
```bash
bin/dev-teardown # deactivate — back to your global install
```
## Operational self-improvement
gstack automatically learns from failures. At the end of every skill session, the agent
reflects on what went wrong (CLI errors, wrong approaches, project quirks) and logs
operational learnings to `~/.gstack/projects/{slug}/learnings.jsonl`. Future sessions
surface these learnings automatically, so gstack gets smarter on your codebase over time.
No setup needed. Learnings are logged automatically. View them with `/learn`.
### The contributor workflow
1. **Use gstack normally** — operational learnings are captured automatically
2. **Check your learnings:** `/learn` or `ls ~/.gstack/projects/*/learnings.jsonl`
3. **Fork and clone gstack** (if you haven't already)
4. **Symlink your fork into the project where you hit the bug:**
```bash
# In your core project (the one where gstack annoyed you)
ln -sfn /path/to/your/gstack-fork .claude/skills/gstack
cd .claude/skills/gstack && bun install && bun run build && ./setup
```
Setup creates per-skill directories with SKILL.md symlinks inside (`qa/SKILL.md -> gstack/qa/SKILL.md`)
and asks your prefix preference. Pass `--no-prefix` to skip the prompt and use short names.
5. **Fix the issue** — your changes are live immediately in this project
6. **Test by actually using gstack** — do the thing that annoyed you, verify it's fixed
7. **Open a PR from your fork**
This is the best way to contribute: fix gstack while doing your real work, in the
project where you actually felt the pain.
### Session awareness
When you have 3+ gstack sessions open simultaneously, every question tells you which project, which branch, and what's happening. No more staring at a question thinking "wait, which window is this?" The format is consistent across all skills.
## Working on gstack inside the gstack repo
When you're editing gstack skills and want to test them by actually using gstack
in the same repo, `bin/dev-setup` wires this up. It creates `.claude/skills/`
symlinks (gitignored) pointing back to your working tree, so Claude Code uses
your local edits instead of the global install.
```
gstack/ <- your working tree
├── .claude/skills/ <- created by dev-setup (gitignored)
│ ├── gstack -> ../../ <- symlink back to repo root
│ ├── review/ <- real directory (short name, default)
│ │ └── SKILL.md -> gstack/review/SKILL.md
│ ├── ship/ <- or gstack-review/, gstack-ship/ if --prefix
│ │ └── SKILL.md -> gstack/ship/SKILL.md
│ └── ... <- one directory per skill
├── review/
│ └── SKILL.md <- edit this, test with /review
├── ship/
│ └── SKILL.md
├── browse/
│ ├── src/ <- TypeScript source
│ └── dist/ <- compiled binary (gitignored)
└── ...
```
Setup creates real directories (not symlinks) at the top level with a SKILL.md
symlink inside. This ensures Claude discovers them as top-level skills, not nested
under `gstack/`. Names depend on your prefix setting (`~/.gstack/config.yaml`).
Short names (`/review`, `/ship`) are the default. Run `./setup --prefix` if you
prefer namespaced names (`/gstack-review`, `/gstack-ship`).
## Day-to-day workflow
```bash
# 1. Enter dev mode
bin/dev-setup
# 2. Edit a skill
vim review/SKILL.md
# 3. Test it in Claude Code — changes are live
# > /review
# 4. Editing browse source? Rebuild the binary
bun run build
# 5. Done for the day? Tear down
bin/dev-teardown
```
### Brain-aware blocks in a dev workspace (gbrain installed)
If gbrain is installed and usable (`bin/gstack-gbrain-detect --is-ok` exits 0),
`bin/dev-setup` keeps your tracked `SKILL.md` files canonical and renders the
brain-aware variant (the `GBRAIN_CONTEXT_LOAD` / `GBRAIN_SAVE_RESULTS` blocks)
into `.claude/gstack-rendered/` (gitignored, per-workspace). It then repoints the
workspace's `SKILL.md` symlinks at that render, so your Claude sessions get the
full gbrain experience while `git status` stays clean. Under the hood, dev-setup
passes `GSTACK_SKIP_GBRAIN_REGEN=1` inline to the nested `./setup` (so it never
dirties tracked source) and runs `gen:skill-docs:user --out-dir .claude/gstack-rendered`,
which rewrites only the section-base paths to point at the render. `bin/dev-teardown`
removes the render. To make the blocks live across your *other* projects' Claude
sessions, run `gstack-config gbrain-refresh`, which renders them into the global
install (`~/.claude/skills/gstack`), guarded so it never touches a symlinked or
non-gstack directory.
## Testing & evals
### Setup
```bash
# 1. Copy .env.example and add your API key
cp .env.example .env
# Edit .env → set ANTHROPIC_API_KEY=sk-ant-...
# 2. Install deps (if you haven't already)
bun install
```
Bun auto-loads `.env` — no extra config. Conductor workspaces inherit `.env` from the main worktree automatically (see "Conductor workspaces" below).
### Test tiers
| Tier | Command | Cost | What it tests |
|------|---------|------|---------------|
| 1 — Static | `bun test` | Free | Command validation, snapshot flags, SKILL.md correctness, TODOS-format.md refs, observability unit tests |
| 2 — E2E | `bun run test:e2e` | ~$3.85 | Full skill execution via `claude -p` subprocess |
| 3 — LLM eval | `bun run test:evals` | ~$0.15 standalone | LLM-as-judge scoring of generated SKILL.md docs |
| 2+3 | `bun run test:evals` | ~$4 combined | E2E + LLM-as-judge (runs both) |
```bash
bun test # Tier 1 only (runs on every commit, <5s)
bun run test:e2e # Tier 2: E2E only (needs EVALS=1, can't run inside Claude Code)
bun run test:evals # Tier 2 + 3 combined (~$4/run)
```
### Tier 1: Static validation (free)
Runs automatically with `bun test`. No API keys needed.
- **Skill parser tests** (`test/skill-parser.test.ts`) — Extracts every `$B` command from SKILL.md bash code blocks and validates against the command registry in `browse/src/commands.ts`. Catches typos, removed commands, and invalid snapshot flags.
- **Skill validation tests** (`test/skill-validation.test.ts`) — Validates that SKILL.md files reference only real commands and flags, and that command descriptions meet quality thresholds.
- **Generator tests** (`test/gen-skill-docs.test.ts`) — Tests the template system: verifies placeholders resolve correctly, output includes value hints for flags (e.g. `-d <N>` not just `-d`), enriched descriptions for key commands (e.g. `is` lists valid states, `press` lists key examples).
- **Tier-alignment invariant** (`test/e2e-tier-alignment.test.ts`) — For every self-gated `test/skill-e2e-*.test.ts` named in a touchfiles dep list, the file's `EVALS_TIER` self-gate must match its declared tier in `E2E_TIERS`. Kills the "inert demotion" class where a test is re-tiered in `touchfiles.ts` but the file still gates on the old tier and keeps running in the wrong lane. Unmapped or mixed-tier files are reported, never silently skipped.
### Tier 2: E2E via `claude -p` (~$3.85/run)
Spawns `claude -p` as a subprocess with `--output-format stream-json --verbose`, streams NDJSON for real-time progress, and scans for browse errors. This is the closest thing to "does this skill actually work end-to-end?"
```bash
# Must run from a plain terminal — can't nest inside Claude Code or Conductor
EVALS=1 bun test test/skill-e2e-*.test.ts
```
- Gated by `EVALS=1` env var (prevents accidental expensive runs)
- Auto-skips if running inside Claude Code (`claude -p` can't nest)
- API connectivity pre-check — fails fast on ConnectionRefused before burning budget
- Real-time progress to stderr: `[Ns] turn T tool #C: Name(...)`
- Saves full NDJSON transcripts and failure JSON for debugging
- Tests live in `test/skill-e2e-*.test.ts` (split by category), runner logic in `test/helpers/session-runner.ts`
**Hermetic by default.** Every E2E runner (claude -p, the real-PTY plan-mode
runner, the Agent SDK runner, plus the codex and gemini runners) spawns its child
through `test/helpers/hermetic-env.ts`: an allowlist-scrubbed environment, a fresh
seeded `CLAUDE_CONFIG_DIR`, a temp `GSTACK_HOME`, and `--strict-mcp-config`. Your
operator `~/.claude` config, MCP servers (gbrain, Conductor), skills, `~/.gstack`
decision logs, and `CONDUCTOR_*` env never leak into the child, so local eval
signal matches CI instead of disagreeing for reasons unrelated to the code under
test. Set `EVALS_HERMETIC=0` to debug against your real operator state (this also
drops `--strict-mcp-config`). The wiring is pinned by `test/hermetic-wiring.test.ts`
(a free static tripwire) and two gate-tier isolation canaries in
`test/skill-e2e-hermetic-canary.test.ts`.
### E2E observability
When E2E tests run, they produce machine-readable artifacts in `~/.gstack-dev/`:
| Artifact | Path | Purpose |
|----------|------|---------|
| Heartbeat | `e2e-live.json` | Current test status (updated per tool call) |
| Partial results | `evals/_partial-e2e.json` | Completed tests (survives kills) |
| Progress log | `e2e-runs/{runId}/progress.log` | Append-only text log |
| NDJSON transcripts | `e2e-runs/{runId}/{test}.ndjson` | Raw `claude -p` output per test |
| Failure JSON | `e2e-runs/{runId}/{test}-failure.json` | Diagnostic data on failure |
**Live dashboard:** Run `bun run eval:watch` in a second terminal to see a live dashboard showing completed tests, the currently running test, and cost. Use `--tail` to also show the last 10 lines of progress.log.
**Eval history tools:**
```bash
bun run eval:list # list all eval runs (turns, duration, cost per run)
bun run eval:compare # compare two runs — shows per-test deltas + Takeaway commentary
bun run eval:summary # aggregate stats + per-test efficiency averages across runs
```
**Detached runs for agents and long suites.** When an agent (or you, for a run
you don't want to babysit) launches a long eval, use the `eval:bg*` scripts. They
wrap the eval command in `bin/gstack-detach`: a fresh session that escapes a
turn-boundary SIGTERM, a `caffeinate` wrapper that blocks idle-sleep, a machine-wide
`gstack-evals` lock so concurrent worktrees serialize instead of saturating the
model API, a run-scoped log under `~/.gstack-dev/eval-runs/`, a per-tier watchdog,
and a guaranteed `### gstack-detach EXIT=<code> ###` sentinel so a poller never
mistakes silence for success.
```bash
bun run eval:bg # detached test:evals (diff-based)
bun run eval:bg:all # detached test:evals:all
bun run eval:bg:gate # detached gate-tier suite
bun run eval:bg:periodic # detached periodic-tier suite
```
Each prints its log path. Humans running `bun run test:evals` foreground in their
own terminal don't need this — Ctrl-C is intended there.
**Eval comparison commentary:** `eval:compare` generates natural-language Takeaway sections interpreting what changed between runs — flagging regressions, noting improvements, calling out efficiency gains (fewer turns, faster, cheaper), and producing an overall summary. This is driven by `generateCommentary()` in `eval-store.ts`.
Artifacts are never cleaned up — they accumulate in `~/.gstack-dev/` for post-mortem debugging and trend analysis.
### Tier 3: LLM-as-judge (~$0.15/run)
Uses Claude Sonnet to score generated SKILL.md docs on three dimensions:
- **Clarity** — Can an AI agent understand the instructions without ambiguity?
- **Completeness** — Are all commands, flags, and usage patterns documented?
- **Actionability** — Can the agent execute tasks using only the information in the doc?
Each dimension is scored 1-5. Threshold: every dimension must score **≥ 4**. There's also a regression test that compares generated docs against the hand-maintained baseline from `origin/main` — generated must score equal or higher.
```bash
# Needs ANTHROPIC_API_KEY in .env — included in bun run test:evals
```
- Uses `claude-sonnet-4-6` for scoring stability
- Tests live in `test/skill-llm-eval.test.ts`
- Calls the Anthropic API directly (not `claude -p`), so it works from anywhere including inside Claude Code
### CI
A GitHub Action (`.github/workflows/skill-docs.yml`) runs `bun run gen:skill-docs --dry-run` on every push and PR. If the generated SKILL.md files differ from what's committed, CI fails. This catches stale docs before they merge.
Tests run against the browse binary directly — they don't require dev mode.
## Editing SKILL.md files
SKILL.md files are **generated** from `.tmpl` templates. Don't edit the `.md` directly — your changes will be overwritten on the next build.
```bash
# 1. Edit the template
vim SKILL.md.tmpl # or browse/SKILL.md.tmpl
# 2. Regenerate for all hosts
bun run gen:skill-docs --host all
# 3. Check health (reports all hosts)
bun run skill:check
# Or use watch mode — auto-regenerates on save
bun run dev:skill
```
For template authoring best practices (natural language over bash-isms, dynamic branch detection, `{{BASE_BRANCH_DETECT}}` usage), see CLAUDE.md's "Writing SKILL templates" section.
To add a browse command, add it to `browse/src/commands.ts`. To add a snapshot flag, add it to `SNAPSHOT_FLAGS` in `browse/src/snapshot.ts`. Then rebuild.
**Don't bundle puppeteer/Chromium in a skill.** `browse` is the one shared
Chromium per box, including offline local-render workloads. A skill that needs to
rasterize its own HTML/JSON (diagrams, cards, og-images) should route through
`browse` — `screenshot --selector` for visual output, `load-html` + `js --out` for
bytes a render function returns — instead of `npm i puppeteer` and downloading a
second Chromium that drifts out of version sync. One install to pin, one daemon to
manage.
## Jargon list (V1 writing style)
gstack's Writing Style section (injected into every tier-≥2 skill's preamble)
glosses technical terms on first use per skill invocation. The list of terms
that qualify for glossing lives at `scripts/jargon-list.json` — ~50 curated
high-frequency terms (idempotent, race condition, N+1, backpressure, etc.).
Terms not on the list are assumed plain-English enough.
**Adding or removing a term:** open a PR editing `scripts/jargon-list.json`.
Run `bun run gen:skill-docs` after the edit — terms are baked into every
generated SKILL.md at gen time, so changes take effect only after regeneration.
No runtime loading; no user-side override. The repo list is the source of truth.
Good candidates for addition: high-frequency terms that non-technical users
encounter in review output without context (common database/concurrency
terminology, security jargon, frontend framework concepts). Don't add terms
that only appear in one or two niche skills — the cost-to-value trade isn't
worth the review overhead.
## Multi-host development
gstack generates SKILL.md files for 8 hosts from one set of `.tmpl` templates.
Each host is a typed config in `hosts/*.ts`. The generator reads these configs
to produce host-appropriate output (different frontmatter, paths, tool names).
**Supported hosts:** Claude (primary), Codex, Factory, Kiro, OpenCode, Slate, Cursor, OpenClaw.
### Generating for all hosts
```bash
# Generate for a specific host
bun run gen:skill-docs # Claude (default)
bun run gen:skill-docs --host codex # Codex
bun run gen:skill-docs --host opencode # OpenCode
bun run gen:skill-docs --host all # All 8 hosts
# Or use build, which does all hosts + compiles binaries
bun run build
```
### What changes between hosts
Each host config (`hosts/*.ts`) controls:
| Aspect | Example (Claude vs Codex) |
|--------|---------------------------|
| Output directory | `{skill}/SKILL.md` vs `.agents/skills/gstack-{skill}/SKILL.md` |
| Frontmatter | Full (name, description, hooks, version) vs minimal (name + description) |
| Paths | `~/.claude/skills/gstack` vs `$GSTACK_ROOT` |
| Tool names | "use the Bash tool" vs same (Factory rewrites to "run this command") |
| Hook skills | `hooks:` frontmatter vs inline safety advisory prose |
| Suppressed sections | None vs Codex self-invocation sections stripped |
See `scripts/host-config.ts` for the full `HostConfig` interface.
### Testing host output
```bash
# Run all static tests (includes parameterized smoke tests for all hosts)
bun test
# Check freshness for all hosts
bun run gen:skill-docs --host all --dry-run
# Health dashboard covers all hosts
bun run skill:check
```
### Adding a new host
See [docs/ADDING_A_HOST.md](docs/ADDING_A_HOST.md) for the full guide. Short version:
1. Create `hosts/myhost.ts` (copy from `hosts/opencode.ts`)
2. Add to `hosts/index.ts`
3. Add `.myhost/` to `.gitignore`
4. Run `bun run gen:skill-docs --host myhost`
5. Run `bun test` (parameterized tests auto-cover it)
Zero generator, setup, or tooling code changes needed.
### Adding a new skill
When you add a new skill template, all hosts get it automatically:
1. Create `{skill}/SKILL.md.tmpl`
2. Run `bun run gen:skill-docs --host all`
3. The dynamic template discovery picks it up, no static list to update
4. Commit `{skill}/SKILL.md`, external host output is generated at setup time and gitignored
## Conductor workspaces
If you're using [Conductor](https://conductor.build) to run multiple Claude Code sessions in parallel, `conductor.json` wires up workspace lifecycle automatically:
| Hook | Script | What it does |
|------|--------|-------------|
| `setup` | `bin/dev-setup` | Copies `.env` from main worktree, installs deps, symlinks skills, runs `./setup` non-interactively, and (if gbrain is installed) renders brain-aware blocks into `.claude/gstack-rendered/` without dirtying tracked source |
| `archive` | `bin/dev-teardown` | Removes skill symlinks, the `.claude/gstack-rendered/` render, and cleans up `.claude/` directory |
When Conductor creates a new workspace, `bin/dev-setup` runs automatically. It detects the main worktree (via `git worktree list`), copies your `.env` so API keys carry over, and sets up dev mode — no manual steps needed.
`bin/dev-setup` runs `./setup` fully non-interactively (it passes `--plan-tune-hooks=prompt` and closes stdin), so a forwarded Conductor TTY can never hang on a hidden setup prompt. It also never installs the plan-tune Claude Code hooks, which means a throwaway workspace can't rewrite your global `~/.claude/settings.json` to point at an ephemeral worktree path. To install the plan-tune hooks deliberately, run `./setup --plan-tune-hooks` outside dev-setup (or `gstack-config set plan_tune_hooks yes`).
**First-time setup:** Put your `ANTHROPIC_API_KEY` in `.env` in the main repo (see `.env.example`). Every Conductor workspace inherits it automatically.
**`GSTACK_*` env prefix (Conductor-injected keys).** Conductor explicitly strips `ANTHROPIC_API_KEY` and `OPENAI_API_KEY` from every workspace's process env. The `.env` copy path doesn't restore them either — the strip happens after env inheritance. Users who want paid evals, `/sync-gbrain` embeddings, or `claude-agent-sdk` calls to work in a Conductor workspace must set `GSTACK_ANTHROPIC_API_KEY` and `GSTACK_OPENAI_API_KEY` in Conductor's workspace env config; Conductor passes those through untouched. On the gstack side, TS entry points import `lib/conductor-env-shim.ts` as a side effect, which promotes `GSTACK_FOO_API_KEY` to `FOO_API_KEY` when the canonical name is empty. If you add a new TS entry point that hits a paid API, add `import "../lib/conductor-env-shim";` to the top of the file. Today the shim is imported from `bin/gstack-gbrain-sync.ts`, `bin/gstack-model-benchmark`, `scripts/preflight-agent-sdk.ts`, and `test/helpers/e2e-helpers.ts`.
## Things to know
- **SKILL.md files are generated.** Edit the `.tmpl` template, not the `.md`. Run `bun run gen:skill-docs` to regenerate.
- **TODOS.md is the unified backlog.** Organized by skill/component with P0-P4 priorities. `/ship` auto-detects completed items. All planning/review/retro skills read it for context.
- **Browse source changes need a rebuild.** If you touch `browse/src/*.ts`, run `bun run build`.
- **Dev mode shadows your global install.** Project-local skills take priority over `~/.claude/skills/gstack`. `bin/dev-teardown` restores the global one.
- **Conductor workspaces are independent.** Each workspace is its own git worktree. `bin/dev-setup` runs automatically via `conductor.json`.
- **`.env` propagates across worktrees.** Set it once in the main repo, all Conductor workspaces get it.
- **`.claude/skills/` is gitignored.** The symlinks never get committed.
- **Never write raw `ln -snf` in `setup`.** Every link site in `setup` MUST route through the `_link_or_copy SRC DST` helper near the `IS_WINDOWS` detection. The helper preserves `ln -snf` on Unix and switches to `cp -R` / `cp -f` on Windows without Developer Mode, where plain `ln -snf` produces frozen file copies that don't refresh on `git pull`. `test/setup-windows-fallback.test.ts` enforces this with a static invariant — a single raw `ln` call outside the helper body fails CI.
## Testing your changes in a real project
**This is the recommended way to develop gstack.** Symlink your gstack checkout
into the project where you actually use it, so your changes are live while you
do real work.
### Step 1: Symlink your checkout
```bash
# In your core project (not the gstack repo)
ln -sfn /path/to/your/gstack-checkout .claude/skills/gstack
```
### Step 2: Run setup to create per-skill symlinks
The `gstack` symlink alone isn't enough. Claude Code discovers skills through
individual top-level directories (`qa/SKILL.md`, `ship/SKILL.md`, etc.), not through
the `gstack/` directory itself. Run `./setup` to create them:
```bash
cd .claude/skills/gstack && bun install && bun run build && ./setup
```
Setup will ask whether you want short names (`/qa`) or namespaced (`/gstack-qa`).
Your choice is saved to `~/.gstack/config.yaml` and remembered for future runs.
To skip the prompt, pass `--no-prefix` (short names) or `--prefix` (namespaced).
### Step 3: Develop
Edit a template, run `bun run gen:skill-docs`, and the next `/review` or `/qa`
call picks it up immediately. No restart needed.
### Going back to the stable global install
Remove the project-local symlink. Claude Code falls back to `~/.claude/skills/gstack/`:
```bash
rm .claude/skills/gstack
```
The per-skill directories (`qa/`, `ship/`, etc.) contain SKILL.md symlinks that point
to `gstack/...`, so they'll resolve to the global install automatically.
### Switching prefix mode
If you installed gstack with one prefix setting and want to switch:
```bash
cd .claude/skills/gstack && ./setup --no-prefix # switch to /qa, /ship
cd .claude/skills/gstack && ./setup --prefix # switch to /gstack-qa, /gstack-ship
```
Setup cleans up the old symlinks automatically. No manual cleanup needed.
### Alternative: point your global install at a branch
If you don't want per-project symlinks, you can switch the global install:
```bash
cd ~/.claude/skills/gstack
git fetch origin
git checkout origin/<branch>
bun install && bun run build && ./setup
```
This affects all projects. To revert: `git checkout main && git pull && bun run build && ./setup`.
## Community PR triage (wave process)
When community PRs accumulate, batch them into themed waves:
1. **Categorize** — group by theme (security, features, infra, docs)
2. **Deduplicate** — if two PRs fix the same thing, pick the one that
changes fewer lines. Close the other with a note pointing to the winner.
3. **Collector branch** — create `pr-wave-N`, merge clean PRs, resolve
conflicts for dirty ones, verify with `bun test && bun run build`
4. **Close with context** — every closed PR gets a comment explaining
why and what (if anything) supersedes it. Contributors did real work;
respect that with clear communication.
5. **Ship as one PR** — single PR to main with all attributions preserved
in merge commits. Include a summary table of what merged and what closed.
See [PR #205](../../pull/205) (v0.8.3) for the first wave as an example.
## Upgrade migrations
When a release changes on-disk state (directory structure, config format, stale
files) in ways that `./setup` alone can't fix, add a migration script so existing
users get a clean upgrade.
### When to add a migration
- Changed how skill directories are created (symlinks vs real dirs)
- Renamed or moved config keys in `~/.gstack/config.yaml`
- Need to delete orphaned files from a previous version
- Changed the format of `~/.gstack/` state files
Don't add a migration for: new features (users get them automatically), new
skills (setup discovers them), or code-only changes (no on-disk state).
### How to add one
1. Create `gstack-upgrade/migrations/v{VERSION}.sh` where `{VERSION}` matches
the VERSION file for the release that needs the fix.
2. Make it executable: `chmod +x gstack-upgrade/migrations/v{VERSION}.sh`
3. The script must be **idempotent** (safe to run multiple times) and
**non-fatal** (failures are logged but don't block the upgrade).
4. Include a comment block at the top explaining what changed, why the
migration is needed, and which users are affected.
Example:
```bash
#!/usr/bin/env bash
# Migration: v0.15.2.0 — Fix skill directory structure
# Affected: users who installed with --no-prefix before v0.15.2.0
set -euo pipefail
SCRIPT_DIR="$(cd "$(dirname "$0")/../.." && pwd)"
"$SCRIPT_DIR/bin/gstack-relink" 2>/dev/null || true
```
### How it runs
During `/gstack-upgrade`, after `./setup` completes (Step 4.75), the upgrade
skill scans `gstack-upgrade/migrations/` and runs every `v*.sh` script whose
version is newer than the user's old version. Scripts run in version order.
Failures are logged but never block the upgrade.
### Testing migrations
Migrations are tested as part of `bun test` (tier 1, free). The test suite
verifies that all migration scripts in `gstack-upgrade/migrations/` are
executable and parse without syntax errors.
## Shipping your changes
When you're happy with your skill edits:
```bash
/ship
```
This runs tests, reviews the diff, triages Greptile comments (with 2-tier escalation), manages TODOS.md, bumps the version, and opens a PR. See `ship/SKILL.md` for the full workflow.