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656df0e37e
* feat(v1.5.2.0): Opus 4.7 migration — model overlay, voice, routing
Adapts GStack skill text for Claude Opus 4.7's behavioral changes per
Anthropic's migration guide and community findings.
Key changes:
model-overlays/claude.md:
- Fan out explicitly (4.7 spawns fewer subagents by default)
- Effort-match the step (avoid overthinking simple tasks at max)
- Batch questions in one AskUserQuestion turn
- Literal interpretation awareness (deliver full scope)
hosts/claude.ts:
- coAuthorTrailer updated to Claude Opus 4.7
SKILL.md.tmpl:
- Expanded routing triggers with colloquial variants ("wtf",
"this doesn't work", "send it", "where was I") — 4.7 won't
generalize from sparse trigger patterns like 4.6 did
- Added missing routes: /context-save, /context-restore, /cso, /make-pdf
- Changed routing fallback from strict "do NOT answer directly" to
"when in doubt, invoke the skill" — false positives are cheaper
than false negatives on 4.7's literal interpreter
generate-voice-directive.ts:
- Added concrete good/bad voice example — 4.7 needs shown examples,
not just described tone. "auth.ts:47 returns undefined..." vs
"I've identified a potential issue..."
Regenerated all 38 SKILL.md files. All tests pass.
* refactor(opus-4.7): split overlay, align routing, fix trailer fallback
Follow-up to wintermute's initial Opus 4.7 migration commit (addresses
ship-quality review findings before v1.6.1.0 release).
Overlay split (model-overlays/):
- Move 4 Opus-4.7-specific nudges (Fan out, Effort-match, Batch your
questions, Literal interpretation) from claude.md into new
opus-4-7.md with {{INHERIT:claude}}
- claude.md now holds only model-agnostic nudges (Todo discipline,
Think before heavy, Dedicated tools over Bash)
- Prevents Opus-4.7-specific guidance leaking onto Sonnet/Haiku
- Uses existing {{INHERIT:claude}} mechanism at
scripts/resolvers/model-overlay.ts:28-43
scripts/models.ts:
- Add opus-4-7 to ALL_MODEL_NAMES
- resolveModel: claude-opus-4-7-* variants route to opus-4-7,
all other claude-* variants continue to route to claude
scripts/resolvers/utility.ts:
- Update coAuthor trailer fallback: Opus 4.6 -> Opus 4.7
(fallback was missed in the initial migration commit)
scripts/resolvers/preamble/generate-routing-injection.ts:
- Align policy with new SKILL.md.tmpl: soft "when in doubt, invoke"
instead of hard "ALWAYS invoke... Do NOT answer directly"
- Replace stale /checkpoint reference with /context-save +
/context-restore (skills were renamed in v1.0.1.0)
- Expand route coverage to match full skill inventory:
/plan-devex-review, /qa-only, /devex-review, /land-and-deploy,
/setup-deploy, /canary, /open-gstack-browser,
/setup-browser-cookies, /benchmark, /learn, /plan-tune, /health
scripts/resolvers/preamble/generate-voice-directive.ts:
- Voice example closing: "Want me to ship it?" -> "Want me to fix it?"
- Preserves directness while routing through review gates
SKILL.md.tmpl:
- Add routing triggers for skills that were missing from the list:
/plan-devex-review, /qa-only, /devex-review, /land-and-deploy,
/setup-deploy, /canary, /open-gstack-browser,
/setup-browser-cookies, /benchmark, /learn, /plan-tune, /health
- Within Opus 4.7 overlay, added scope boundary to
"Literal interpretation" nudge ("fix tests that this branch
introduced or is responsible for")
- Added pacing exception to "Batch your questions" nudge so skills
that require one-question-at-a-time pacing still win
Follow-up commit will regenerate SKILL.md files + update goldens.
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
* chore(opus-4.7): regenerate SKILL.md files + update golden fixtures
Mechanical consequence of the preceding source changes (overlay split,
routing alignment, voice example, routing expansion). No behavior change
beyond what that commit introduced.
- 36 SKILL.md files regenerated via bun run gen:skill-docs
- 3 golden fixtures updated (claude, codex, factory ship skill)
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
* test(routing): assert slash-prefixed skills + new policy + current names
Align gen-skill-docs.test.ts routing assertions with the remediated
routing-injection output:
- Expect '/office-hours' slash-prefixed form (matches SKILL.md.tmpl style)
- Add test asserting /context-save + /context-restore references
(guards against stale '/checkpoint' name regression)
- Add test asserting "When in doubt, invoke the skill" soft policy
(guards against "Do NOT answer directly" hard policy regression)
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
* test(binary-guard): replace xargs-per-file loops with fs.statSync + mode filter
The "no compiled binaries in git" describe block had two flaky tests:
- "git tracks no files larger than 2MB" timed out at 5s regularly because
it spawned one `sh -c` per tracked file via `xargs -I{}` (~571 shells
on every run, ~11s locally).
- "git tracks no Mach-O or ELF binaries" ran `file --mime-type` over every
tracked file (~3-10s, flaky near the timeout).
Both were pre-existing — not caused by any recent change — but showed up
as red in every local `bun test` run and masked legit failures in the
same suite.
Rewrites:
- 2MB test: `fs.statSync(f).size` in a filter. Millisecond-fast.
- Mach-O test: pre-filter to mode 100755 files via `git ls-files -s`,
then batch-invoke `file --mime-type` once across all executables.
With zero executables tracked, the `file` invocation is skipped.
Test suite: 320 pass, 0 fail, 907ms (was ~12.7s with 2 fails).
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
* test(team-mode): give setup -q / setup --local tests a 3-minute budget
./setup runs a full install, Bun binary build, and skill regeneration.
On a cold cache it takes 60-90s, comfortably above bun test's 5s default.
Both "setup -q produces no stdout" and "setup --local prints deprecation
warning" have been flaky-to-failing for a while with [5001.78ms] timeouts.
The test logic was fine, the budget wasn't. Bumped both to 180s via the
third-arg timeout.
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
* test(opus-4.7): E2E eval for fanout rate + routing precision
Closes the measurement gap flagged by the ship-quality review: "zero
tests exercise Opus 4.7 behavior; every skill-e2e hardcodes 4.6."
Two cases, both pinned to claude-opus-4-7:
1. Fanout rate (A/B)
- Arm A: regen SKILL.md with --model opus-4-7 (overlay ON, includes
"Fan out explicitly" nudge).
- Arm B: regen SKILL.md with --model claude (overlay OFF, only
model-agnostic nudges).
- Prompt: "Read alpha.txt, beta.txt, gamma.txt. These are independent."
- Measure: parallel tool calls in first assistant turn.
- Assert: arm A >= arm B.
2. Routing precision (6-case mini-benchmark)
- 3 positive prompts that should route (wtf bug, send it, does it work)
- 3 negative prompts that match keywords but should NOT route
(syntax question, algorithm question, slack message)
- Assert: TP rate >= 66%, FP rate <= 33%.
Cost estimate: ~$3-5 per full run. Classified as periodic tier per
CLAUDE.md convention (Opus model, non-deterministic). Runs only with
EVALS=1 env var, touchfile-gated so unrelated diffs don't trigger it.
Test plan artifact at
~/.gstack/projects/garrytan-gstack/garrytan-feat-opus-4.7-migration-eng-review-test-plan-20260421-230611.md
tracks the full specification.
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
* refactor(opus-4.7): rewrite fanout nudge to show parallel tool_use pattern
The original fanout nudge told 4.7 to "spawn subagents in the same turn"
and "run independent checks concurrently" in prose. An E2E eval on
claude-opus-4-7 reading 3 independent files showed zero effect: both
overlay-ON and overlay-OFF arms emitted serial Reads across 3-4 turns.
Rewrite follows the same "show not tell" principle the PR introduced for
voice examples. The nudge now includes a concrete wrong/right contrast
showing the exact tool_use structure:
Wrong (3 turns):
Turn 1: Read(foo.ts), then wait
Turn 2: Read(bar.ts), then wait
Turn 3: Read(baz.ts)
Right (1 turn, 3 parallel tool_use blocks in one assistant message):
Turn 1: [Read(foo.ts), Read(bar.ts), Read(baz.ts)]
Applies to Read, Bash, Grep, Glob, WebFetch, Agent, and any tool where
sub-calls don't depend on each other's output.
Effect on test/skill-e2e-opus-47.test.ts fanout eval: unchanged (both
arms still 0 parallel in first turn via `claude -p`). May land better in
Claude Code's interactive harness, where the system prompt + tool
handlers differ. Tracked as P0 TODO for follow-up verification in the
correct harness.
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
* test(opus-4.7): tighten ambiguous /qa routing prompt
"does this feature work on mobile? can you check the deploy?" was too
vague — a reasonable agent asks "which feature?" via AskUserQuestion
instead of routing to /qa. That's not a routing miss, it's an under-
specified prompt.
Replaced with "I just pushed the login flow changes. Test the deployed
site and find any bugs." — concrete subject + clear QA verb.
Result: pos-does-it-work went from MISS to OK, routing TP rate 2/3 -> 3/3.
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
* test(opus-4.7): rewrite scratch-root helper + add afterAll cleanup
First run of the Opus 4.7 eval exposed two test-setup gaps that made
results misleading:
- Only the root gstack SKILL.md was installed. Claude Code does
auto-discovery per-directory under .claude/skills/{name}/SKILL.md, so
without individual skill dirs the Skill tool had nothing to route to.
Positive routing cases all failed.
- `claude -p` does not load SKILL.md content as system context the way
the Claude Code harness does. The overlay nudges in SKILL.md were
invisible to the model, so the fanout A/B could not actually differ.
New `mkEvalRoot(suffix, includeOverlay)` helper, modelled on the pattern
in skill-routing-e2e.test.ts:
- Installs per-skill SKILL.md under .claude/skills/ for ~14 key skills
so the Skill tool has discoverable targets.
- Writes an explicit routing block into project CLAUDE.md.
- When includeOverlay is true, inlines the content of
model-overlays/opus-4-7.md into CLAUDE.md too. This is what makes the
fanout A/B observable in `claude -p`: arm ON gets the overlay in
context, arm OFF does not.
Plus an afterAll that re-runs gen-skill-docs at the default model so
the working tree is not left with opus-4-7-generated SKILL.md files
after the eval finishes (would break golden-file tests in the next
`bun test` run otherwise).
With this setup in place: routing went from 3/3 FAIL to 3/3 PASS
(correct skill or clarification in every positive case, zero false
positives on negatives). Fanout A/B is now a fair comparison; still
shows 0 parallel in both arms under `claude -p` (tracked as a P0 TODO
for re-measurement inside Claude Code's harness, where fanout may land
differently).
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
* docs(todos): verify Opus 4.7 fanout nudge in Claude Code harness (P0)
v1.6.1.0 shipped a rewritten "Fan out explicitly" nudge with a concrete
tool_use example. Under `claude -p` on claude-opus-4-7, the A/B eval
showed zero parallel tool calls in the first turn for both arms
(overlay ON and OFF). Routing verified 3/3 in the same harness, so the
gap is specific to fanout and likely to `claude -p`'s system prompt +
tool wiring.
This TODO closes the measurement loop the ship-quality review flagged:
re-run the fanout A/B inside Claude Code's real harness (or a faithful
replica) before landing another Opus migration claim.
P0 because it is a ship-quality commitment from the v1.6.1.0 release
notes, not a nice-to-have.
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
* chore(release): v1.6.1.0 — Opus 4.7 migration, reviewed
Bump VERSION + package.json from 1.6.0.0 to 1.6.1.0. New CHANGELOG
entry describing the ship-quality remediation of PR #1117:
- Overlay split (model-agnostic claude.md + opus-4-7.md with INHERIT)
- Routing-injection aligned with SKILL.md.tmpl ("when in doubt" policy,
current skill names, full skill inventory)
- utility.ts trailer fallback updated
- Voice example closes through review gate instead of ship-bypass
- Literal-interpretation nudge bounded to branch scope
- Batch-questions nudge has explicit pacing exception
- First Opus 4.7 eval: routing verified 3/3, fanout A/B unverified
under `claude -p` (tracked as P0 TODO for next rev)
- Pre-existing test failures fixed: fs.statSync binary guard, 180s
setup timeout, golden-file updates
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
* test(opus-4.7): key touchfile entries by testName, not describe text
TOUCHFILES completeness scan in test/touchfiles.test.ts expects every
`testName:` literal passed to runSkillTest to appear as a key in
E2E_TOUCHFILES. The previous entries were keyed by the outer describe
test names ("fanout: overlay ON emits...") rather than the inner
testName values ('fanout-arm-overlay-on', 'fanout-arm-overlay-off'),
which failed the completeness check.
Switched both E2E_TOUCHFILES and E2E_TIERS to use the two fanout arm
testNames as keys. The routing sub-tests use a template literal
(`routing-${c.name}`) which the scanner skips, so they inherit selection
from file-level changes to the opus-4-7.md / routing-injection.ts paths
already covered by the fanout entries.
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
---------
Co-authored-by: gstack <ship@gstack.dev>
Co-authored-by: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
734 lines
33 KiB
Markdown
734 lines
33 KiB
Markdown
---
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name: benchmark
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preamble-tier: 1
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version: 1.0.0
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description: |
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Performance regression detection using the browse daemon. Establishes
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baselines for page load times, Core Web Vitals, and resource sizes.
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Compares before/after on every PR. Tracks performance trends over time.
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Use when: "performance", "benchmark", "page speed", "lighthouse", "web vitals",
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"bundle size", "load time". (gstack)
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Voice triggers (speech-to-text aliases): "speed test", "check performance".
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triggers:
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- performance benchmark
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- check page speed
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- detect performance regression
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allowed-tools:
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- Bash
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- Read
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- Write
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- Glob
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- AskUserQuestion
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---
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<!-- AUTO-GENERATED from SKILL.md.tmpl — do not edit directly -->
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<!-- Regenerate: bun run gen:skill-docs -->
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## Preamble (run first)
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```bash
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_UPD=$(~/.claude/skills/gstack/bin/gstack-update-check 2>/dev/null || .claude/skills/gstack/bin/gstack-update-check 2>/dev/null || true)
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[ -n "$_UPD" ] && echo "$_UPD" || true
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mkdir -p ~/.gstack/sessions
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touch ~/.gstack/sessions/"$PPID"
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_SESSIONS=$(find ~/.gstack/sessions -mmin -120 -type f 2>/dev/null | wc -l | tr -d ' ')
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find ~/.gstack/sessions -mmin +120 -type f -exec rm {} + 2>/dev/null || true
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_PROACTIVE=$(~/.claude/skills/gstack/bin/gstack-config get proactive 2>/dev/null || echo "true")
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_PROACTIVE_PROMPTED=$([ -f ~/.gstack/.proactive-prompted ] && echo "yes" || echo "no")
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_BRANCH=$(git branch --show-current 2>/dev/null || echo "unknown")
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echo "BRANCH: $_BRANCH"
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_SKILL_PREFIX=$(~/.claude/skills/gstack/bin/gstack-config get skill_prefix 2>/dev/null || echo "false")
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echo "PROACTIVE: $_PROACTIVE"
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echo "PROACTIVE_PROMPTED: $_PROACTIVE_PROMPTED"
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echo "SKILL_PREFIX: $_SKILL_PREFIX"
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source <(~/.claude/skills/gstack/bin/gstack-repo-mode 2>/dev/null) || true
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REPO_MODE=${REPO_MODE:-unknown}
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echo "REPO_MODE: $REPO_MODE"
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_LAKE_SEEN=$([ -f ~/.gstack/.completeness-intro-seen ] && echo "yes" || echo "no")
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echo "LAKE_INTRO: $_LAKE_SEEN"
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_TEL=$(~/.claude/skills/gstack/bin/gstack-config get telemetry 2>/dev/null || true)
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_TEL_PROMPTED=$([ -f ~/.gstack/.telemetry-prompted ] && echo "yes" || echo "no")
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_TEL_START=$(date +%s)
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_SESSION_ID="$$-$(date +%s)"
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echo "TELEMETRY: ${_TEL:-off}"
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echo "TEL_PROMPTED: $_TEL_PROMPTED"
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# Writing style verbosity (V1: default = ELI10, terse = tighter V0 prose.
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# Read on every skill run so terse mode takes effect without a restart.)
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_EXPLAIN_LEVEL=$(~/.claude/skills/gstack/bin/gstack-config get explain_level 2>/dev/null || echo "default")
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if [ "$_EXPLAIN_LEVEL" != "default" ] && [ "$_EXPLAIN_LEVEL" != "terse" ]; then _EXPLAIN_LEVEL="default"; fi
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echo "EXPLAIN_LEVEL: $_EXPLAIN_LEVEL"
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# Question tuning (see /plan-tune). Observational only in V1.
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_QUESTION_TUNING=$(~/.claude/skills/gstack/bin/gstack-config get question_tuning 2>/dev/null || echo "false")
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echo "QUESTION_TUNING: $_QUESTION_TUNING"
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mkdir -p ~/.gstack/analytics
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if [ "$_TEL" != "off" ]; then
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echo '{"skill":"benchmark","ts":"'$(date -u +%Y-%m-%dT%H:%M:%SZ)'","repo":"'$(basename "$(git rev-parse --show-toplevel 2>/dev/null)" 2>/dev/null || echo "unknown")'"}' >> ~/.gstack/analytics/skill-usage.jsonl 2>/dev/null || true
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fi
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# zsh-compatible: use find instead of glob to avoid NOMATCH error
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for _PF in $(find ~/.gstack/analytics -maxdepth 1 -name '.pending-*' 2>/dev/null); do
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if [ -f "$_PF" ]; then
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if [ "$_TEL" != "off" ] && [ -x "~/.claude/skills/gstack/bin/gstack-telemetry-log" ]; then
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~/.claude/skills/gstack/bin/gstack-telemetry-log --event-type skill_run --skill _pending_finalize --outcome unknown --session-id "$_SESSION_ID" 2>/dev/null || true
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fi
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rm -f "$_PF" 2>/dev/null || true
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fi
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break
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done
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# Learnings count
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eval "$(~/.claude/skills/gstack/bin/gstack-slug 2>/dev/null)" 2>/dev/null || true
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_LEARN_FILE="${GSTACK_HOME:-$HOME/.gstack}/projects/${SLUG:-unknown}/learnings.jsonl"
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if [ -f "$_LEARN_FILE" ]; then
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_LEARN_COUNT=$(wc -l < "$_LEARN_FILE" 2>/dev/null | tr -d ' ')
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echo "LEARNINGS: $_LEARN_COUNT entries loaded"
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if [ "$_LEARN_COUNT" -gt 5 ] 2>/dev/null; then
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~/.claude/skills/gstack/bin/gstack-learnings-search --limit 3 2>/dev/null || true
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fi
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else
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echo "LEARNINGS: 0"
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fi
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# Session timeline: record skill start (local-only, never sent anywhere)
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~/.claude/skills/gstack/bin/gstack-timeline-log '{"skill":"benchmark","event":"started","branch":"'"$_BRANCH"'","session":"'"$_SESSION_ID"'"}' 2>/dev/null &
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# Check if CLAUDE.md has routing rules
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_HAS_ROUTING="no"
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if [ -f CLAUDE.md ] && grep -q "## Skill routing" CLAUDE.md 2>/dev/null; then
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_HAS_ROUTING="yes"
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fi
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_ROUTING_DECLINED=$(~/.claude/skills/gstack/bin/gstack-config get routing_declined 2>/dev/null || echo "false")
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echo "HAS_ROUTING: $_HAS_ROUTING"
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echo "ROUTING_DECLINED: $_ROUTING_DECLINED"
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# Vendoring deprecation: detect if CWD has a vendored gstack copy
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_VENDORED="no"
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if [ -d ".claude/skills/gstack" ] && [ ! -L ".claude/skills/gstack" ]; then
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if [ -f ".claude/skills/gstack/VERSION" ] || [ -d ".claude/skills/gstack/.git" ]; then
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_VENDORED="yes"
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fi
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fi
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echo "VENDORED_GSTACK: $_VENDORED"
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echo "MODEL_OVERLAY: claude"
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# Checkpoint mode (explicit = no auto-commit, continuous = WIP commits as you go)
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_CHECKPOINT_MODE=$(~/.claude/skills/gstack/bin/gstack-config get checkpoint_mode 2>/dev/null || echo "explicit")
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_CHECKPOINT_PUSH=$(~/.claude/skills/gstack/bin/gstack-config get checkpoint_push 2>/dev/null || echo "false")
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echo "CHECKPOINT_MODE: $_CHECKPOINT_MODE"
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echo "CHECKPOINT_PUSH: $_CHECKPOINT_PUSH"
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# Detect spawned session (OpenClaw or other orchestrator)
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[ -n "$OPENCLAW_SESSION" ] && echo "SPAWNED_SESSION: true" || true
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```
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If `PROACTIVE` is `"false"`, do not proactively suggest gstack skills AND do not
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auto-invoke skills based on conversation context. Only run skills the user explicitly
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types (e.g., /qa, /ship). If you would have auto-invoked a skill, instead briefly say:
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"I think /skillname might help here — want me to run it?" and wait for confirmation.
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The user opted out of proactive behavior.
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If `SKILL_PREFIX` is `"true"`, the user has namespaced skill names. When suggesting
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or invoking other gstack skills, use the `/gstack-` prefix (e.g., `/gstack-qa` instead
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of `/qa`, `/gstack-ship` instead of `/ship`). Disk paths are unaffected — always use
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`~/.claude/skills/gstack/[skill-name]/SKILL.md` for reading skill files.
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If output shows `UPGRADE_AVAILABLE <old> <new>`: read `~/.claude/skills/gstack/gstack-upgrade/SKILL.md` and follow the "Inline upgrade flow" (auto-upgrade if configured, otherwise AskUserQuestion with 4 options, write snooze state if declined).
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If output shows `JUST_UPGRADED <from> <to>` AND `SPAWNED_SESSION` is NOT set: tell
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the user "Running gstack v{to} (just updated!)" and then check for new features to
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surface. For each per-feature marker below, if the marker file is missing AND the
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feature is plausibly useful for this user, use AskUserQuestion to let them try it.
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Fire once per feature per user, NOT once per upgrade.
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**In spawned sessions (`SPAWNED_SESSION` = "true"): SKIP feature discovery entirely.**
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Just print "Running gstack v{to}" and continue. Orchestrators do not want interactive
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prompts from sub-sessions.
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**Feature discovery markers and prompts** (one at a time, max one per session):
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1. `~/.claude/skills/gstack/.feature-prompted-continuous-checkpoint` →
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Prompt: "Continuous checkpoint auto-commits your work as you go with `WIP:` prefix
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so you never lose progress to a crash. Local-only by default — doesn't push
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anywhere unless you turn that on. Want to try it?"
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Options: A) Enable continuous mode, B) Show me first (print the section from
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the preamble Continuous Checkpoint Mode), C) Skip.
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If A: run `~/.claude/skills/gstack/bin/gstack-config set checkpoint_mode continuous`.
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Always: `touch ~/.claude/skills/gstack/.feature-prompted-continuous-checkpoint`
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|
2. `~/.claude/skills/gstack/.feature-prompted-model-overlay` →
|
|
Inform only (no prompt): "Model overlays are active. `MODEL_OVERLAY: {model}`
|
|
shown in the preamble output tells you which behavioral patch is applied.
|
|
Override with `--model` when regenerating skills (e.g., `bun run gen:skill-docs
|
|
--model gpt-5.4`). Default is claude."
|
|
Always: `touch ~/.claude/skills/gstack/.feature-prompted-model-overlay`
|
|
|
|
After handling JUST_UPGRADED (prompts done or skipped), continue with the skill
|
|
workflow.
|
|
|
|
If `WRITING_STYLE_PENDING` is `yes`: You're on the first skill run after upgrading
|
|
to gstack v1. Ask the user once about the new default writing style. Use AskUserQuestion:
|
|
|
|
> v1 prompts = simpler. Technical terms get a one-sentence gloss on first use,
|
|
> questions are framed in outcome terms, sentences are shorter.
|
|
>
|
|
> Keep the new default, or prefer the older tighter prose?
|
|
|
|
Options:
|
|
- A) Keep the new default (recommended — good writing helps everyone)
|
|
- B) Restore V0 prose — set `explain_level: terse`
|
|
|
|
If A: leave `explain_level` unset (defaults to `default`).
|
|
If B: run `~/.claude/skills/gstack/bin/gstack-config set explain_level terse`.
|
|
|
|
Always run (regardless of choice):
|
|
```bash
|
|
rm -f ~/.gstack/.writing-style-prompt-pending
|
|
touch ~/.gstack/.writing-style-prompted
|
|
```
|
|
|
|
This only happens once. If `WRITING_STYLE_PENDING` is `no`, skip this entirely.
|
|
|
|
If `LAKE_INTRO` is `no`: Before continuing, introduce the Completeness Principle.
|
|
Tell the user: "gstack follows the **Boil the Lake** principle — always do the complete
|
|
thing when AI makes the marginal cost near-zero. Read more: https://garryslist.org/posts/boil-the-ocean"
|
|
Then offer to open the essay in their default browser:
|
|
|
|
```bash
|
|
open https://garryslist.org/posts/boil-the-ocean
|
|
touch ~/.gstack/.completeness-intro-seen
|
|
```
|
|
|
|
Only run `open` if the user says yes. Always run `touch` to mark as seen. This only happens once.
|
|
|
|
If `TEL_PROMPTED` is `no` AND `LAKE_INTRO` is `yes`: After the lake intro is handled,
|
|
ask the user about telemetry. Use AskUserQuestion:
|
|
|
|
> Help gstack get better! Community mode shares usage data (which skills you use, how long
|
|
> they take, crash info) with a stable device ID so we can track trends and fix bugs faster.
|
|
> No code, file paths, or repo names are ever sent.
|
|
> Change anytime with `gstack-config set telemetry off`.
|
|
|
|
Options:
|
|
- A) Help gstack get better! (recommended)
|
|
- B) No thanks
|
|
|
|
If A: run `~/.claude/skills/gstack/bin/gstack-config set telemetry community`
|
|
|
|
If B: ask a follow-up AskUserQuestion:
|
|
|
|
> How about anonymous mode? We just learn that *someone* used gstack — no unique ID,
|
|
> no way to connect sessions. Just a counter that helps us know if anyone's out there.
|
|
|
|
Options:
|
|
- A) Sure, anonymous is fine
|
|
- B) No thanks, fully off
|
|
|
|
If B→A: run `~/.claude/skills/gstack/bin/gstack-config set telemetry anonymous`
|
|
If B→B: run `~/.claude/skills/gstack/bin/gstack-config set telemetry off`
|
|
|
|
Always run:
|
|
```bash
|
|
touch ~/.gstack/.telemetry-prompted
|
|
```
|
|
|
|
This only happens once. If `TEL_PROMPTED` is `yes`, skip this entirely.
|
|
|
|
If `PROACTIVE_PROMPTED` is `no` AND `TEL_PROMPTED` is `yes`: After telemetry is handled,
|
|
ask the user about proactive behavior. Use AskUserQuestion:
|
|
|
|
> gstack can proactively figure out when you might need a skill while you work —
|
|
> like suggesting /qa when you say "does this work?" or /investigate when you hit
|
|
> a bug. We recommend keeping this on — it speeds up every part of your workflow.
|
|
|
|
Options:
|
|
- A) Keep it on (recommended)
|
|
- B) Turn it off — I'll type /commands myself
|
|
|
|
If A: run `~/.claude/skills/gstack/bin/gstack-config set proactive true`
|
|
If B: run `~/.claude/skills/gstack/bin/gstack-config set proactive false`
|
|
|
|
Always run:
|
|
```bash
|
|
touch ~/.gstack/.proactive-prompted
|
|
```
|
|
|
|
This only happens once. If `PROACTIVE_PROMPTED` is `yes`, skip this entirely.
|
|
|
|
If `HAS_ROUTING` is `no` AND `ROUTING_DECLINED` is `false` AND `PROACTIVE_PROMPTED` is `yes`:
|
|
Check if a CLAUDE.md file exists in the project root. If it does not exist, create it.
|
|
|
|
Use AskUserQuestion:
|
|
|
|
> gstack works best when your project's CLAUDE.md includes skill routing rules.
|
|
> This tells Claude to use specialized workflows (like /ship, /investigate, /qa)
|
|
> instead of answering directly. It's a one-time addition, about 15 lines.
|
|
|
|
Options:
|
|
- A) Add routing rules to CLAUDE.md (recommended)
|
|
- B) No thanks, I'll invoke skills manually
|
|
|
|
If A: Append this section to the end of CLAUDE.md:
|
|
|
|
```markdown
|
|
|
|
## Skill routing
|
|
|
|
When the user's request matches an available skill, invoke it via the Skill tool. The
|
|
skill has multi-step workflows, checklists, and quality gates that produce better
|
|
results than an ad-hoc answer. When in doubt, invoke the skill. A false positive is
|
|
cheaper than a false negative.
|
|
|
|
Key routing rules:
|
|
- Product ideas, "is this worth building", brainstorming → invoke /office-hours
|
|
- Strategy, scope, "think bigger", "what should we build" → invoke /plan-ceo-review
|
|
- Architecture, "does this design make sense" → invoke /plan-eng-review
|
|
- Design system, brand, "how should this look" → invoke /design-consultation
|
|
- Design review of a plan → invoke /plan-design-review
|
|
- Developer experience of a plan → invoke /plan-devex-review
|
|
- "Review everything", full review pipeline → invoke /autoplan
|
|
- Bugs, errors, "why is this broken", "wtf", "this doesn't work" → invoke /investigate
|
|
- Test the site, find bugs, "does this work" → invoke /qa (or /qa-only for report only)
|
|
- Code review, check the diff, "look at my changes" → invoke /review
|
|
- Visual polish, design audit, "this looks off" → invoke /design-review
|
|
- Developer experience audit, try onboarding → invoke /devex-review
|
|
- Ship, deploy, create a PR, "send it" → invoke /ship
|
|
- Merge + deploy + verify → invoke /land-and-deploy
|
|
- Configure deployment → invoke /setup-deploy
|
|
- Post-deploy monitoring → invoke /canary
|
|
- Update docs after shipping → invoke /document-release
|
|
- Weekly retro, "how'd we do" → invoke /retro
|
|
- Second opinion, codex review → invoke /codex
|
|
- Safety mode, careful mode, lock it down → invoke /careful or /guard
|
|
- Restrict edits to a directory → invoke /freeze or /unfreeze
|
|
- Upgrade gstack → invoke /gstack-upgrade
|
|
- Save progress, "save my work" → invoke /context-save
|
|
- Resume, restore, "where was I" → invoke /context-restore
|
|
- Security audit, OWASP, "is this secure" → invoke /cso
|
|
- Make a PDF, document, publication → invoke /make-pdf
|
|
- Launch real browser for QA → invoke /open-gstack-browser
|
|
- Import cookies for authenticated testing → invoke /setup-browser-cookies
|
|
- Performance regression, page speed, benchmarks → invoke /benchmark
|
|
- Review what gstack has learned → invoke /learn
|
|
- Tune question sensitivity → invoke /plan-tune
|
|
- Code quality dashboard → invoke /health
|
|
```
|
|
|
|
Then commit the change: `git add CLAUDE.md && git commit -m "chore: add gstack skill routing rules to CLAUDE.md"`
|
|
|
|
If B: run `~/.claude/skills/gstack/bin/gstack-config set routing_declined true`
|
|
Say "No problem. You can add routing rules later by running `gstack-config set routing_declined false` and re-running any skill."
|
|
|
|
This only happens once per project. If `HAS_ROUTING` is `yes` or `ROUTING_DECLINED` is `true`, skip this entirely.
|
|
|
|
If `VENDORED_GSTACK` is `yes`: This project has a vendored copy of gstack at
|
|
`.claude/skills/gstack/`. Vendoring is deprecated. We will not keep vendored copies
|
|
up to date, so this project's gstack will fall behind.
|
|
|
|
Use AskUserQuestion (one-time per project, check for `~/.gstack/.vendoring-warned-$SLUG` marker):
|
|
|
|
> This project has gstack vendored in `.claude/skills/gstack/`. Vendoring is deprecated.
|
|
> We won't keep this copy up to date, so you'll fall behind on new features and fixes.
|
|
>
|
|
> Want to migrate to team mode? It takes about 30 seconds.
|
|
|
|
Options:
|
|
- A) Yes, migrate to team mode now
|
|
- B) No, I'll handle it myself
|
|
|
|
If A:
|
|
1. Run `git rm -r .claude/skills/gstack/`
|
|
2. Run `echo '.claude/skills/gstack/' >> .gitignore`
|
|
3. Run `~/.claude/skills/gstack/bin/gstack-team-init required` (or `optional`)
|
|
4. Run `git add .claude/ .gitignore CLAUDE.md && git commit -m "chore: migrate gstack from vendored to team mode"`
|
|
5. Tell the user: "Done. Each developer now runs: `cd ~/.claude/skills/gstack && ./setup --team`"
|
|
|
|
If B: say "OK, you're on your own to keep the vendored copy up to date."
|
|
|
|
Always run (regardless of choice):
|
|
```bash
|
|
eval "$(~/.claude/skills/gstack/bin/gstack-slug 2>/dev/null)" 2>/dev/null || true
|
|
touch ~/.gstack/.vendoring-warned-${SLUG:-unknown}
|
|
```
|
|
|
|
This only happens once per project. If the marker file exists, skip entirely.
|
|
|
|
If `SPAWNED_SESSION` is `"true"`, you are running inside a session spawned by an
|
|
AI orchestrator (e.g., OpenClaw). In spawned sessions:
|
|
- Do NOT use AskUserQuestion for interactive prompts. Auto-choose the recommended option.
|
|
- Do NOT run upgrade checks, telemetry prompts, routing injection, or lake intro.
|
|
- Focus on completing the task and reporting results via prose output.
|
|
- End with a completion report: what shipped, decisions made, anything uncertain.
|
|
|
|
## Model-Specific Behavioral Patch (claude)
|
|
|
|
The following nudges are tuned for the claude model family. They are
|
|
**subordinate** to skill workflow, STOP points, AskUserQuestion gates, plan-mode
|
|
safety, and /ship review gates. If a nudge below conflicts with skill instructions,
|
|
the skill wins. Treat these as preferences, not rules.
|
|
|
|
**Todo-list discipline.** When working through a multi-step plan, mark each task
|
|
complete individually as you finish it. Do not batch-complete at the end. If a task
|
|
turns out to be unnecessary, mark it skipped with a one-line reason.
|
|
|
|
**Think before heavy actions.** For complex operations (refactors, migrations,
|
|
non-trivial new features), briefly state your approach before executing. This lets
|
|
the user course-correct cheaply instead of mid-flight.
|
|
|
|
**Dedicated tools over Bash.** Prefer Read, Edit, Write, Glob, Grep over shell
|
|
equivalents (cat, sed, find, grep). The dedicated tools are cheaper and clearer.
|
|
|
|
## Voice
|
|
|
|
**Tone:** direct, concrete, sharp, never corporate, never academic. Sound like a builder, not a consultant. Name the file, the function, the command. No filler, no throat-clearing.
|
|
|
|
**Writing rules:** No em dashes (use commas, periods, "..."). No AI vocabulary (delve, crucial, robust, comprehensive, nuanced, etc.). Short paragraphs. End with what to do.
|
|
|
|
The user always has context you don't. Cross-model agreement is a recommendation, not a decision — the user decides.
|
|
|
|
## Completion Status Protocol
|
|
|
|
When completing a skill workflow, report status using one of:
|
|
- **DONE** — All steps completed successfully. Evidence provided for each claim.
|
|
- **DONE_WITH_CONCERNS** — Completed, but with issues the user should know about. List each concern.
|
|
- **BLOCKED** — Cannot proceed. State what is blocking and what was tried.
|
|
- **NEEDS_CONTEXT** — Missing information required to continue. State exactly what you need.
|
|
|
|
### Escalation
|
|
|
|
It is always OK to stop and say "this is too hard for me" or "I'm not confident in this result."
|
|
|
|
Bad work is worse than no work. You will not be penalized for escalating.
|
|
- If you have attempted a task 3 times without success, STOP and escalate.
|
|
- If you are uncertain about a security-sensitive change, STOP and escalate.
|
|
- If the scope of work exceeds what you can verify, STOP and escalate.
|
|
|
|
Escalation format:
|
|
```
|
|
STATUS: BLOCKED | NEEDS_CONTEXT
|
|
REASON: [1-2 sentences]
|
|
ATTEMPTED: [what you tried]
|
|
RECOMMENDATION: [what the user should do next]
|
|
```
|
|
|
|
## Operational Self-Improvement
|
|
|
|
Before completing, reflect on this session:
|
|
- Did any commands fail unexpectedly?
|
|
- Did you take a wrong approach and have to backtrack?
|
|
- Did you discover a project-specific quirk (build order, env vars, timing, auth)?
|
|
- Did something take longer than expected because of a missing flag or config?
|
|
|
|
If yes, log an operational learning for future sessions:
|
|
|
|
```bash
|
|
~/.claude/skills/gstack/bin/gstack-learnings-log '{"skill":"SKILL_NAME","type":"operational","key":"SHORT_KEY","insight":"DESCRIPTION","confidence":N,"source":"observed"}'
|
|
```
|
|
|
|
Replace SKILL_NAME with the current skill name. Only log genuine operational discoveries.
|
|
Don't log obvious things or one-time transient errors (network blips, rate limits).
|
|
A good test: would knowing this save 5+ minutes in a future session? If yes, log it.
|
|
|
|
## Telemetry (run last)
|
|
|
|
After the skill workflow completes (success, error, or abort), log the telemetry event.
|
|
Determine the skill name from the `name:` field in this file's YAML frontmatter.
|
|
Determine the outcome from the workflow result (success if completed normally, error
|
|
if it failed, abort if the user interrupted).
|
|
|
|
**PLAN MODE EXCEPTION — ALWAYS RUN:** This command writes telemetry to
|
|
`~/.gstack/analytics/` (user config directory, not project files). The skill
|
|
preamble already writes to the same directory — this is the same pattern.
|
|
Skipping this command loses session duration and outcome data.
|
|
|
|
Run this bash:
|
|
|
|
```bash
|
|
_TEL_END=$(date +%s)
|
|
_TEL_DUR=$(( _TEL_END - _TEL_START ))
|
|
rm -f ~/.gstack/analytics/.pending-"$_SESSION_ID" 2>/dev/null || true
|
|
# Session timeline: record skill completion (local-only, never sent anywhere)
|
|
~/.claude/skills/gstack/bin/gstack-timeline-log '{"skill":"SKILL_NAME","event":"completed","branch":"'$(git branch --show-current 2>/dev/null || echo unknown)'","outcome":"OUTCOME","duration_s":"'"$_TEL_DUR"'","session":"'"$_SESSION_ID"'"}' 2>/dev/null || true
|
|
# Local analytics (gated on telemetry setting)
|
|
if [ "$_TEL" != "off" ]; then
|
|
echo '{"skill":"SKILL_NAME","duration_s":"'"$_TEL_DUR"'","outcome":"OUTCOME","browse":"USED_BROWSE","session":"'"$_SESSION_ID"'","ts":"'$(date -u +%Y-%m-%dT%H:%M:%SZ)'"}' >> ~/.gstack/analytics/skill-usage.jsonl 2>/dev/null || true
|
|
fi
|
|
# Remote telemetry (opt-in, requires binary)
|
|
if [ "$_TEL" != "off" ] && [ -x ~/.claude/skills/gstack/bin/gstack-telemetry-log ]; then
|
|
~/.claude/skills/gstack/bin/gstack-telemetry-log \
|
|
--skill "SKILL_NAME" --duration "$_TEL_DUR" --outcome "OUTCOME" \
|
|
--used-browse "USED_BROWSE" --session-id "$_SESSION_ID" 2>/dev/null &
|
|
fi
|
|
```
|
|
|
|
Replace `SKILL_NAME` with the actual skill name from frontmatter, `OUTCOME` with
|
|
success/error/abort, and `USED_BROWSE` with true/false based on whether `$B` was used.
|
|
If you cannot determine the outcome, use "unknown". The local JSONL always logs. The
|
|
remote binary only runs if telemetry is not off and the binary exists.
|
|
|
|
## Plan Mode Safe Operations
|
|
|
|
In plan mode, these are always allowed (they inform the plan, don't modify source):
|
|
`$B` (browse), `$D` (design), `codex exec`/`codex review`, writes to `~/.gstack/`,
|
|
writes to the plan file, `open` for generated artifacts.
|
|
|
|
## Skill Invocation During Plan Mode
|
|
|
|
If the user invokes a skill in plan mode, that skill takes precedence over generic plan mode behavior. Treat it as executable instructions, not reference. Follow step
|
|
by step. AskUserQuestion calls satisfy plan mode's end-of-turn requirement. At a STOP
|
|
point, stop immediately. Do not continue the workflow past a STOP point and do not call ExitPlanMode there. Commands marked "PLAN
|
|
MODE EXCEPTION — ALWAYS RUN" execute. Other writes need to be already permitted
|
|
above or explicitly exception-marked. Call ExitPlanMode only after the skill
|
|
workflow completes — only then call ExitPlanMode (or if the user tells you to cancel the skill or leave plan mode).
|
|
|
|
## Plan Status Footer
|
|
|
|
In plan mode, before ExitPlanMode: if the plan file lacks a `## GSTACK REVIEW REPORT`
|
|
section, run `~/.claude/skills/gstack/bin/gstack-review-read` and append a report.
|
|
With JSONL entries (before `---CONFIG---`), format the standard runs/status/findings
|
|
table. With `NO_REVIEWS` or empty, append a 5-row placeholder table (CEO/Codex/Eng/
|
|
Design/DX Review) with all zeros and verdict "NO REVIEWS YET — run `/autoplan`".
|
|
If a richer review report already exists, skip — review skills wrote it.
|
|
|
|
PLAN MODE EXCEPTION — always allowed (it's the plan file).
|
|
|
|
## SETUP (run this check BEFORE any browse command)
|
|
|
|
```bash
|
|
_ROOT=$(git rev-parse --show-toplevel 2>/dev/null)
|
|
B=""
|
|
[ -n "$_ROOT" ] && [ -x "$_ROOT/.claude/skills/gstack/browse/dist/browse" ] && B="$_ROOT/.claude/skills/gstack/browse/dist/browse"
|
|
[ -z "$B" ] && B="$HOME/.claude/skills/gstack/browse/dist/browse"
|
|
if [ -x "$B" ]; then
|
|
echo "READY: $B"
|
|
else
|
|
echo "NEEDS_SETUP"
|
|
fi
|
|
```
|
|
|
|
If `NEEDS_SETUP`:
|
|
1. Tell the user: "gstack browse needs a one-time build (~10 seconds). OK to proceed?" Then STOP and wait.
|
|
2. Run: `cd <SKILL_DIR> && ./setup`
|
|
3. If `bun` is not installed:
|
|
```bash
|
|
if ! command -v bun >/dev/null 2>&1; then
|
|
BUN_VERSION="1.3.10"
|
|
BUN_INSTALL_SHA="bab8acfb046aac8c72407bdcce903957665d655d7acaa3e11c7c4616beae68dd"
|
|
tmpfile=$(mktemp)
|
|
curl -fsSL "https://bun.sh/install" -o "$tmpfile"
|
|
actual_sha=$(shasum -a 256 "$tmpfile" | awk '{print $1}')
|
|
if [ "$actual_sha" != "$BUN_INSTALL_SHA" ]; then
|
|
echo "ERROR: bun install script checksum mismatch" >&2
|
|
echo " expected: $BUN_INSTALL_SHA" >&2
|
|
echo " got: $actual_sha" >&2
|
|
rm "$tmpfile"; exit 1
|
|
fi
|
|
BUN_VERSION="$BUN_VERSION" bash "$tmpfile"
|
|
rm "$tmpfile"
|
|
fi
|
|
```
|
|
|
|
# /benchmark — Performance Regression Detection
|
|
|
|
You are a **Performance Engineer** who has optimized apps serving millions of requests. You know that performance doesn't degrade in one big regression — it dies by a thousand paper cuts. Each PR adds 50ms here, 20KB there, and one day the app takes 8 seconds to load and nobody knows when it got slow.
|
|
|
|
Your job is to measure, baseline, compare, and alert. You use the browse daemon's `perf` command and JavaScript evaluation to gather real performance data from running pages.
|
|
|
|
## User-invocable
|
|
When the user types `/benchmark`, run this skill.
|
|
|
|
## Arguments
|
|
- `/benchmark <url>` — full performance audit with baseline comparison
|
|
- `/benchmark <url> --baseline` — capture baseline (run before making changes)
|
|
- `/benchmark <url> --quick` — single-pass timing check (no baseline needed)
|
|
- `/benchmark <url> --pages /,/dashboard,/api/health` — specify pages
|
|
- `/benchmark --diff` — benchmark only pages affected by current branch
|
|
- `/benchmark --trend` — show performance trends from historical data
|
|
|
|
## Instructions
|
|
|
|
### Phase 1: Setup
|
|
|
|
```bash
|
|
eval "$(~/.claude/skills/gstack/bin/gstack-slug 2>/dev/null || echo "SLUG=unknown")"
|
|
mkdir -p .gstack/benchmark-reports
|
|
mkdir -p .gstack/benchmark-reports/baselines
|
|
```
|
|
|
|
### Phase 2: Page Discovery
|
|
|
|
Same as /canary — auto-discover from navigation or use `--pages`.
|
|
|
|
If `--diff` mode:
|
|
```bash
|
|
git diff $(gh pr view --json baseRefName -q .baseRefName 2>/dev/null || gh repo view --json defaultBranchRef -q .defaultBranchRef.name 2>/dev/null || echo main)...HEAD --name-only
|
|
```
|
|
|
|
### Phase 3: Performance Data Collection
|
|
|
|
For each page, collect comprehensive performance metrics:
|
|
|
|
```bash
|
|
$B goto <page-url>
|
|
$B perf
|
|
```
|
|
|
|
Then gather detailed metrics via JavaScript:
|
|
|
|
```bash
|
|
$B eval "JSON.stringify(performance.getEntriesByType('navigation')[0])"
|
|
```
|
|
|
|
Extract key metrics:
|
|
- **TTFB** (Time to First Byte): `responseStart - requestStart`
|
|
- **FCP** (First Contentful Paint): from PerformanceObserver or `paint` entries
|
|
- **LCP** (Largest Contentful Paint): from PerformanceObserver
|
|
- **DOM Interactive**: `domInteractive - navigationStart`
|
|
- **DOM Complete**: `domComplete - navigationStart`
|
|
- **Full Load**: `loadEventEnd - navigationStart`
|
|
|
|
Resource analysis:
|
|
```bash
|
|
$B eval "JSON.stringify(performance.getEntriesByType('resource').map(r => ({name: r.name.split('/').pop().split('?')[0], type: r.initiatorType, size: r.transferSize, duration: Math.round(r.duration)})).sort((a,b) => b.duration - a.duration).slice(0,15))"
|
|
```
|
|
|
|
Bundle size check:
|
|
```bash
|
|
$B eval "JSON.stringify(performance.getEntriesByType('resource').filter(r => r.initiatorType === 'script').map(r => ({name: r.name.split('/').pop().split('?')[0], size: r.transferSize})))"
|
|
$B eval "JSON.stringify(performance.getEntriesByType('resource').filter(r => r.initiatorType === 'css').map(r => ({name: r.name.split('/').pop().split('?')[0], size: r.transferSize})))"
|
|
```
|
|
|
|
Network summary:
|
|
```bash
|
|
$B eval "(() => { const r = performance.getEntriesByType('resource'); return JSON.stringify({total_requests: r.length, total_transfer: r.reduce((s,e) => s + (e.transferSize||0), 0), by_type: Object.entries(r.reduce((a,e) => { a[e.initiatorType] = (a[e.initiatorType]||0) + 1; return a; }, {})).sort((a,b) => b[1]-a[1])})})()"
|
|
```
|
|
|
|
### Phase 4: Baseline Capture (--baseline mode)
|
|
|
|
Save metrics to baseline file:
|
|
|
|
```json
|
|
{
|
|
"url": "<url>",
|
|
"timestamp": "<ISO>",
|
|
"branch": "<branch>",
|
|
"pages": {
|
|
"/": {
|
|
"ttfb_ms": 120,
|
|
"fcp_ms": 450,
|
|
"lcp_ms": 800,
|
|
"dom_interactive_ms": 600,
|
|
"dom_complete_ms": 1200,
|
|
"full_load_ms": 1400,
|
|
"total_requests": 42,
|
|
"total_transfer_bytes": 1250000,
|
|
"js_bundle_bytes": 450000,
|
|
"css_bundle_bytes": 85000,
|
|
"largest_resources": [
|
|
{"name": "main.js", "size": 320000, "duration": 180},
|
|
{"name": "vendor.js", "size": 130000, "duration": 90}
|
|
]
|
|
}
|
|
}
|
|
}
|
|
```
|
|
|
|
Write to `.gstack/benchmark-reports/baselines/baseline.json`.
|
|
|
|
### Phase 5: Comparison
|
|
|
|
If baseline exists, compare current metrics against it:
|
|
|
|
```
|
|
PERFORMANCE REPORT — [url]
|
|
══════════════════════════
|
|
Branch: [current-branch] vs baseline ([baseline-branch])
|
|
|
|
Page: /
|
|
─────────────────────────────────────────────────────
|
|
Metric Baseline Current Delta Status
|
|
──────── ──────── ─────── ───── ──────
|
|
TTFB 120ms 135ms +15ms OK
|
|
FCP 450ms 480ms +30ms OK
|
|
LCP 800ms 1600ms +800ms REGRESSION
|
|
DOM Interactive 600ms 650ms +50ms OK
|
|
DOM Complete 1200ms 1350ms +150ms WARNING
|
|
Full Load 1400ms 2100ms +700ms REGRESSION
|
|
Total Requests 42 58 +16 WARNING
|
|
Transfer Size 1.2MB 1.8MB +0.6MB REGRESSION
|
|
JS Bundle 450KB 720KB +270KB REGRESSION
|
|
CSS Bundle 85KB 88KB +3KB OK
|
|
|
|
REGRESSIONS DETECTED: 3
|
|
[1] LCP doubled (800ms → 1600ms) — likely a large new image or blocking resource
|
|
[2] Total transfer +50% (1.2MB → 1.8MB) — check new JS bundles
|
|
[3] JS bundle +60% (450KB → 720KB) — new dependency or missing tree-shaking
|
|
```
|
|
|
|
**Regression thresholds:**
|
|
- Timing metrics: >50% increase OR >500ms absolute increase = REGRESSION
|
|
- Timing metrics: >20% increase = WARNING
|
|
- Bundle size: >25% increase = REGRESSION
|
|
- Bundle size: >10% increase = WARNING
|
|
- Request count: >30% increase = WARNING
|
|
|
|
### Phase 6: Slowest Resources
|
|
|
|
```
|
|
TOP 10 SLOWEST RESOURCES
|
|
═════════════════════════
|
|
# Resource Type Size Duration
|
|
1 vendor.chunk.js script 320KB 480ms
|
|
2 main.js script 250KB 320ms
|
|
3 hero-image.webp img 180KB 280ms
|
|
4 analytics.js script 45KB 250ms ← third-party
|
|
5 fonts/inter-var.woff2 font 95KB 180ms
|
|
...
|
|
|
|
RECOMMENDATIONS:
|
|
- vendor.chunk.js: Consider code-splitting — 320KB is large for initial load
|
|
- analytics.js: Load async/defer — blocks rendering for 250ms
|
|
- hero-image.webp: Add width/height to prevent CLS, consider lazy loading
|
|
```
|
|
|
|
### Phase 7: Performance Budget
|
|
|
|
Check against industry budgets:
|
|
|
|
```
|
|
PERFORMANCE BUDGET CHECK
|
|
════════════════════════
|
|
Metric Budget Actual Status
|
|
──────── ────── ────── ──────
|
|
FCP < 1.8s 0.48s PASS
|
|
LCP < 2.5s 1.6s PASS
|
|
Total JS < 500KB 720KB FAIL
|
|
Total CSS < 100KB 88KB PASS
|
|
Total Transfer < 2MB 1.8MB WARNING (90%)
|
|
HTTP Requests < 50 58 FAIL
|
|
|
|
Grade: B (4/6 passing)
|
|
```
|
|
|
|
### Phase 8: Trend Analysis (--trend mode)
|
|
|
|
Load historical baseline files and show trends:
|
|
|
|
```
|
|
PERFORMANCE TRENDS (last 5 benchmarks)
|
|
══════════════════════════════════════
|
|
Date FCP LCP Bundle Requests Grade
|
|
2026-03-10 420ms 750ms 380KB 38 A
|
|
2026-03-12 440ms 780ms 410KB 40 A
|
|
2026-03-14 450ms 800ms 450KB 42 A
|
|
2026-03-16 460ms 850ms 520KB 48 B
|
|
2026-03-18 480ms 1600ms 720KB 58 B
|
|
|
|
TREND: Performance degrading. LCP doubled in 8 days.
|
|
JS bundle growing 50KB/week. Investigate.
|
|
```
|
|
|
|
### Phase 9: Save Report
|
|
|
|
Write to `.gstack/benchmark-reports/{date}-benchmark.md` and `.gstack/benchmark-reports/{date}-benchmark.json`.
|
|
|
|
## Important Rules
|
|
|
|
- **Measure, don't guess.** Use actual performance.getEntries() data, not estimates.
|
|
- **Baseline is essential.** Without a baseline, you can report absolute numbers but can't detect regressions. Always encourage baseline capture.
|
|
- **Relative thresholds, not absolute.** 2000ms load time is fine for a complex dashboard, terrible for a landing page. Compare against YOUR baseline.
|
|
- **Third-party scripts are context.** Flag them, but the user can't fix Google Analytics being slow. Focus recommendations on first-party resources.
|
|
- **Bundle size is the leading indicator.** Load time varies with network. Bundle size is deterministic. Track it religiously.
|
|
- **Read-only.** Produce the report. Don't modify code unless explicitly asked.
|