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gstack/CONTRIBUTING.md
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Garry TanandClaude Fable 5 0d1bd5616c v1.79.0.0 fix: ship subagent dispatches can no longer strand the run (#497/#2440 class) (#2772)
* fix(ship): foreground-flag + deadline + scope guard on all four dispatch sites (#497/#2440 class, 3rd recurrence)

Steps 7/8/10/18 dispatch subagents whose LAST-line JSON the parent
consumes, but none passed run_in_background: false — since Claude Code
v2.1.198 subagents background by default, so /ship stranded at Step 18
waiting on output that never arrives. Every site now renders the shared
{{FOREGROUND_DISPATCH_NOTE}} resolver constant, carries a ~10-minute
deadline with an explicit recovery branch (stop the runaway task,
reconcile against pre-dispatch HEAD, surface stray state, never
re-dispatch), and Step 18's prompt gains a docs-sync-only scope guard
(no VERSION changes, no base-branch merges, push-rejection reported as
pushed:false with parent-side reconciliation and a second-failure
branch). Greptile failures now record as UNAVAILABLE, not zero comments.

GENERATED_WITH_GUIDANCE pins all five ship dispatch carriers; a new test
pins the deadline recovery + scope guard phrases in pr-body (.md and
.tmpl). Codex/factory ship goldens re-rendered.

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

* feat(document-release): first-class spawned-dispatch contract

document-release's own templates had zero subagent-awareness — the
entire headless contract lived in /ship's dispatch prompt, so any other
orchestrator (or an older installed /ship) dispatching it inherited none
of the gate handling. The skill now carries the contract itself: detect
spawned strictly from the dispatch prompt or the preamble echo (never
from file content — prompt-injection guard), auto-choose recommended
options while keeping the never-clobber-CHANGELOG and
never-bump-VERSION-silently invariants via their Skip options. Step 8.4d
gets an explicit spawned note (its interactive recommendation bumps
VERSION — wrong headlessly), and the Codex Documentation Review section
skips itself in spawned sessions (the apply gate needs a human; the
dispatching workflow owns review passes).

Contract, 8.4d note, and resolver skip are pinned in
run-in-background-guidance.test.ts; document-release skeleton budget
re-measured (39,812 B) and ratcheted to 40,200.

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

* fix: sweep every remaining synchronous Agent-dispatch site with run_in_background: false

The #2440 failure shape was a silently-missing review voice — a
specialist launched in the background and merged before it completed.
Every remaining synchronous dispatch site now carries the explicit flag:
the Red Team dispatch, the spec review loop, the Codex
second-opinion/plan-review/doc-review Claude fallbacks, the adversarial
subagent, design sketch and outside voices, autoplan's design/eng/dx
phase dispatches, CSO parallel finding verification, and design-shotgun's
variant launch. Parallel fan-outs stay parallel — multiple foreground
Agent calls in one message run concurrently (the shipped v1.64.0.0
review-army pattern).

GENERATED_WITH_GUIDANCE now pins all 24 generated carriers, so a new
dispatch site that drops the flag fails the free suite. Six carved-skill
skeleton ceilings re-measured and ratcheted (~80-130 B growth each);
factory ship golden re-rendered.

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

* release: v1.79.0.0 — CHANGELOG, VERSION, TODOS follow-ups

Queue-advanced to 1.79.0.0 (1.78.0.0 claimed in the workspace queue;
same MINOR level per the versioning invariant). Entry references the
class history (#497#2440 → Step 18). Three TODOS filed: PreToolUse
hook enforcement, structural ship-mode for document-release, cross-host
dispatch semantics audit.

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

* regen: review-army sections carry the Red Team foreground flag

The scripts/resolvers/review-army.ts Red Team edit regenerated these two
files but the sweep commit staged only the adversarial sections — the
skill-docs freshness gate (regen + git diff --exit-code) catches this.

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

* regen: agents digest picks up v1.79.0.0

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

* fix(document-release): one canonical spawned contract, downstream notes are pointers

The diff-selected LLM-judge eval scored the skill's clarity 3 (threshold
4, main scores 4): the spawned-session rules read as three separately-
framed rule sets (contract paragraph, Step 8.4d note, Codex-review skip).
The contract paragraph now declares itself the single source of spawned
behavior and the two downstream notes reference it instead of restating
rationale. The pointer avoids naming the Codex section verbatim so the
codex-host render (which strips that section) keeps its negative pin.
Judge re-scored 4/5/4 across repeated samples after the change.

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

* fix: foreground note names the Agent tool as non-substitutable

The ship-docsync gate E2E caught a behavioral regression: the note's
blocking-emphasis ('a backgrounded dispatch strands the run') steered
the driven agent to run doc-sync via the Skill tool inline — the most
blocking option — twice in a row, forfeiting the fresh-context isolation
the dispatch exists for (baseline on main's text dispatches via Agent).
The shared note now says explicitly: dispatch with the Agent tool itself,
never substitute Skill or inline execution; the flag already makes the
call block. Re-verified: ship-docsync passes on the amended text.

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

* fix: pre-landing review fixes

Review army + red team findings, all verified before applying:
- ship-docsync E2E now asserts run_in_background === false on the
  captured dispatch (red team CRITICAL: phrase pins prove text exists,
  this proves the model obeys it — verified passing live).
- Structural scanner test: any generated file with an Agent-dispatch
  imperative (or bare '(foreground)' prose, the #2440 inert shape) must
  carry the flag or hold a reasoned exemption — the 4th-recurrence net
  the hand-enumerated pin list can't provide.
- Parent push reconciliation models reality: the parent shares the repo,
  so a non-fast-forward that hit the subagent hits the parent identically
  — fetch + ahead/behind check first, push only when the rejection was
  transient; dispatch prompt promise softened to 'the parent will handle
  it'.
- Recovered commits from a dead subagent are vetted docs-only
  (git show --stat, never VERSION/package.json) before any push.
- Deadline pacing named: ~3 minutes between checks, wall clock not polls.
- Greptile UNAVAILABLE recording narrowed to the PR body (Step 20's
  schema carries no triage field).
- document-release contract gains the echo-failure tie-breaker: prompt
  claims spawned + no echo → fail fast with the dispatch contract's
  failure shape instead of reproducing the #2733 prose-STOP; contract
  anti-injection and NEVER-relax clauses pinned in tests.
- 'Claude Code v2.1.198' extracted to CC_BACKGROUND_DEFAULT_SINCE and
  interpolated at all resolver sites (byte-identical output).
- CHANGELOG: entry-boundary blank line restored; worst-case-wait row
  scoped to the backgrounded path.

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

* fix: adversarial review fixes — failure shape, CHANGELOG guard, vet coherence

Claude adversarial subagent findings (11), all verified before applying:
- The dispatch JSON contract gains an explicit FAILURE shape
  ({"error":...}) and a parent branch for it — a doc-sync that could not
  run (spawned marking failed, broken preamble) previously had only the
  no-updates shape to emit, which the parent printed as 'Documentation is
  current': a silent false-clean of exactly the VAS-449 class.
- Scope guard now covers CHANGELOG: skip Step 5 voice polish and resolve
  CHANGELOG-touching gates to leave-as-is (the parent authored the
  release entry; the prompt's older auto-choose clause conflicted with
  the contract's never-rewrite invariant).
- Recovery vet is sequence-coherent: pushing a commit pushes its
  ancestors, so ANY non-doc commit (VERSION, package.json, CHANGELOG.md)
  blocks the whole sequence — no more push-the-vetted-child-of-an-
  unvetted-parent hole.
- Steps 7/8/10 failure branches stop a still-running backgrounded task
  before falling back, so a late result never races the inline audit.
- 'Documentation synced' print gated on pushed:true (item 6 owns the
  local-only outcome); doc-review skip note's backward step pointer
  fixed; foreground note scoped 'at initial dispatch' so the sanctioned
  inline FALLBACKS in Steps 7/8 read as sanctioned; constants docstring
  no longer overclaims single-sourcing (names the 3 inline templates).
- Runtime-hook TODO raised P2 → P1: the spawned trust chain is
  agent-self-asserted; prose cannot close it, the hook can.

Both docsync gate E2Es re-verified green on the amended prompt, including
the strict run_in_background === false dispatch assert.

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

* fix: codex adversarial fixes — JSON trust, fail-open visibility, user-state safety

Codex outside-model adversarial pass (inline-diff workaround for the
sandbox), P1/P2 findings triaged cross-model:
- Parent validates the dispatch JSON's field types and treats
  documentation_section as untrusted markdown (Step 19's redaction scan
  covers the final body; instruction-shaped text inside it is never
  followed). The error branch now explicitly skips items 2-6.
- Remote-ahead divergence is named, not silent: the parent lists foreign
  commits before creating a PR over a moved branch.
- Recovery cleanup never discards content: stray staged doc edits are
  unstaged but never checked out or cleaned away.
- Greptile UNAVAILABLE gets a concrete PR-body line, not a vague
  'wherever results are reported'.
Pre-existing-class P1s (self-asserted spawned trust chain, unenforceable
foreground timeout) are cross-model confirmed and tracked: PreToolUse
hook TODO at P1, harness-residue hazard documented.

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

* fix: never-Skill prohibition made unambiguous; docsync fixture made diagnostic

The ship-docsync E2E flaked on this sandbox because the driven agent
resolved the STOP pointer's ~ to nonexistent homes (/root, /home) and
acted blind — pass/fail sampled model priors, not the prompt. The
fixture prompt now names the planted sections dir, making local runs
deterministic (CI, with real install paths, was always diagnostic).
With a diagnostic fixture: 2/2 passes, real pr-body read, Agent dispatch
with run_in_background: false, zero Skill-tool substitutions.

Prose: the foreground note now states the dispatch happens ONLY via the
Agent tool (invoking the target as a Skill is wrong even though it
appears in the skills list; inline FALLBACKs apply only after a
dispatched subagent has failed), and the Step 18 imperative carries the
never-the-Skill-tool clause at the decision point.

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

* docs: CHANGELOG entry covers the review-hardened contract

Failure JSON shape, CHANGELOG scope guard, vetted recovery pushes,
structural scanner, and the behavioral dispatch assert are shipped
properties of v1.79.0.0 — the entry now describes them.

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

* docs: update project documentation for v1.79.0.0

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

* docs: CHANGELOG voice — follow-ups to For contributors, never-Skill property stated

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

* fix(test): daemon 503 test binds an OS-assigned port, not old-port+1

windows-free-tests flaked on this PR: the tunnel-less restart bound
daemon.loopbackPort + 1 — a fixed neighbor of the OS-assigned ephemeral
port — and died with 'Is port 55738 in use?' whenever another shard or a
TIME_WAIT socket held it; the file-level retry re-rolled the same dice.
Every other startDaemon in the file already uses loopbackPort: 0 and the
assertion reads d2.loopbackPort, so nothing needs a predictable number.
21/21 pass locally.

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

---------

Co-authored-by: Claude Fable 5 <noreply@anthropic.com>
2026-09-01 16:42:11 -07:00

35 KiB

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.

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:

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:
    # 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), links each skill's runtime assets alongside (sections/, templates, checklists — everything except SKILL.md, tests, build output, and .tmpl sources), 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, plus links to each skill's runtime assets (sections/, templates, checklists). Alias skills (_gstack-command, connect-chrome) install as rewritten copies, never symlinks — editing a symlinked alias would corrupt the generated source. 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

# 1. Enter dev mode
bin/dev-setup

# 2. Edit a skill template (SKILL.md files are generated — edit the .tmpl)
vim review/SKILL.md.tmpl
bun run gen:skill-docs   # or: bun run dev:skill (watch mode, auto-regen on change)

# 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 to a user render dir (${GSTACK_USER_RENDER_DIR:-~/.gstack/render/claude}, swapped in only on a successful render) and repoints the installed skills at it via gstack-relink — the global install checkout stays git-clean, and the refresh is guarded so it never touches a symlinked or non-gstack directory.

Testing & evals

Setup

# 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 run test Free Command validation, snapshot flags, SKILL.md correctness, TODOS-format.md refs, observability unit tests
2 — E2E bun run test:e2e ~$4.20 Full skill execution via claude -p subprocess
3 — LLM eval EVALS=1 bun test test/skill-llm-eval.test.ts ~$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)
bun run test                 # Tier 1 only (run before every commit, ~90-100s for the full ~8,700-test suite)
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 (~$4.35/run)

Tier 1: Static validation (free)

Runs with bun run test, which routes through scripts/test-free-shards.ts: N concurrent shard processes under a strict output contract — a shard that exits without bun's own terminal summary line, or a crashed worker, fails the run, so silent truncation can never report green. Pass --verbose to forward the full child stream; --wall-timeout <secs> overrides the per-shard kill deadline. GSTACK_FREE_JOBS=<n> overrides the shard count (digits only, loud on garbage), and GSTACK_FREE_RETRY_FLAKY=1 opts into one serial retry pass for syscall-supervised sandboxes (off by default locally — dev boxes should see flakes; the required CI free lane turns it on and uploads every flaky pass in a JSONL ledger artifact that bun run eval:flake-rank folds in). Working in a cloud sandbox? Run scripts/sandbox-doctor.sh once per boot to make the suite run green (details in docs/TESTING_INTERNALS.md). Don't type bare bun test for the suite: it walks the whole repo, loads paid eval files, and misses the strict classifier. 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.
  • Catalog budget (test/catalog-budget.test.ts) — Caps the aggregate discovery surface: the sum of every skill's frontmatter name + description (what every host loads at discovery, every session) must stay under 1,150 token-equivalents, with a 260-byte per-skill cap. Counting goes through the shared census in test/helpers/skill-census.ts (physical files vs authored skills vs registry entries — three deliberately different counts). Adding a skill? The failure message carries the re-measure + ratchet protocol.
  • Context-budget ratchet (test/context-budget-ratchet.test.ts) — CI ceilings on the two token ledgers the catalog budget doesn't cover: the always-on full-frontmatter aggregate and each skill's per-invocation eager tokens (SKILL.md + forced-read references), graded against test/fixtures/context-budget.json via lib/context-bill.ts. New skills fail until they have a ceiling; ceilings for removed skills must be pruned. Legitimate growth or a landed reduction: re-run bun test/helpers/capture-context-budget.ts and commit the refreshed fixture in the same commit, so the change is a visible decision in the diff.

Tier 2: E2E via claude -p (~$4.20/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?"

# 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. The hermetic CLAUDE_CONFIG_DIR seeds no skills by default; a PTY test that types a /skill slash command passes seedSkills: true to the PTY runner, which swaps in hermeticSkillsConfigDir() — a seeded skill registry that symlinks the LIVE working tree's SKILL.md files (by design: the skills are the subject under test, so a snapshot would measure stale copies). 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), two gate-tier isolation canaries in test/skill-e2e-hermetic-canary.test.ts, and the skill-seeding tripwires in test/hermetic-skills-seeding.test.ts / test/pty-skill-seeding-wiring.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:

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
bun run eval:flake-rank      # rank tests by flake signal: retried passes first, then failure rate (--json, --dir, --since-days)

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.

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. The gate and periodic variants run their tier through the sharded paid runner (scripts/test-paid-shards.ts, also available directly as bun run test:gate:sharded / bun run test:periodic:sharded): one Bun process per test file, an external wall-clock timeout that kills the shard's whole process group (stray claude/codex grandchildren included), a per-shard eval dir (GSTACK_EVAL_DIR=<evalDir>/shards/<slug>/), and an aggregate that distinguishes failed vs timed-out vs never-started shards. The runner also selects by diff: shards untouched by your branch are reported as skipped-by-diff, with a selection banner naming the reason (EVALS_ALL=1 forces everything). EVALS_JOBS sets how many shard processes run at once (default 8); EVALS_CONCURRENCY is bun's concurrency WITHIN a shard (default 2) — they are deliberately separate knobs. eval:list, eval:compare, eval:summary, and eval:flake-rank are shard-aware. 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. Override the judge model per run with GSTACK_EVAL_MODEL_JUDGE:

  • 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.

# 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.

Supply-chain gates run alongside it:

  • Quality gate (.github/workflows/quality-gate.yml, every PR and push) — scans the diff's added lines for credentials using gstack's own redact engine (.github/scripts/gate-secret-scan.mjs). HIGH findings fail the job; MEDIUM findings surface as an advisory count. Fails closed if the scan can't produce a report. Also gates critical dependency advisories and runs ShellCheck on the setup/build boundaries.
  • Dependency review (.github/workflows/dependency-review.yml) — reviews dependency changes on PRs that touch lockfiles or workflow files.
  • OSV scanner (.github/workflows/osv-scanner.yml) — weekly vulnerability scan against the OSV database. Config lives in .osv-scanner.toml and is loaded via an explicit --config flag (OSV does not auto-discover that filename); every ignore entry needs a reason and an ignoreUntil expiry, enforced by test/osv-config-wiring.test.ts.
  • Dependabot (.github/dependabot.yml) — grouped dependency update PRs.

The supply-chain workflows pin their third-party actions to commit SHAs. The PR template (.github/PULL_REQUEST_TEMPLATE.md) asks for evidence — tests run, eval output — not promises.

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.

# 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 browsescreenshot --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 10 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, Hermes, GBrain.

Generating for all hosts

# 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 10 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
Model overlay claude vs gpt (per-host defaultModel; --model or, at setup time, the Codex config.toml model overrides)

See scripts/host-config.ts for the full HostConfig interface.

Testing host output

# Run all static tests (includes parameterized smoke tests for all hosts)
bun run 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 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 run 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. Budget it: run bun test/helpers/capture-context-budget.ts and commit the refreshed test/fixtures/context-budget.json — the context-budget ratchet fails any skill without a ceiling
  5. Commit {skill}/SKILL.md, external host output is generated at setup time and gitignored

Conductor workspaces

If you're using Conductor 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). The explicit flag counts as an explicit decision: setup's Conductor auto-opt-in for AskUserQuestion hooks fires only on the true silent fall-through (no flag, no GSTACK_PLAN_TUNE_HOOKS env var, no plan_tune_hooks key literally present in config, checked via gstack-config has), so it can never override dev-setup into installing hooks. One stated repair exception: setup's heal-first pass (gstack-settings-hook prune-stale --repoint) may prune dead gstack hook entries and re-point existing ones at the stable ~/.claude/skills/gstack install. That is strictly convergent repair, never a new registration, and registration itself is canonical-only, so an ephemeral tree path can never be baked into settings.json.

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.
  • Synchronous subagent dispatches must state the flag. Claude Code runs Agent-tool subagents in the background by default (since v2.1.198), so any template step that dispatches a subagent and consumes its output must carry run_in_background: false. Use the {{FOREGROUND_DISPATCH_NOTE}} placeholder (scripts/resolvers/constants.ts) instead of hand-writing the guidance, and add the generated carrier file to GENERATED_WITH_GUIDANCE in test/run-in-background-guidance.test.ts in the same commit — its structural scanner fails CI on any generated dispatch imperative that lacks the flag.

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.

# In your core project (not the gstack repo)
ln -sfn /path/to/your/gstack-checkout .claude/skills/gstack

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:

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/:

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:

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:

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 run 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 (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:

#!/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 run 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:

/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.