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10 Commits
| Author | SHA1 | Message | Date | |
|---|---|---|---|---|
 Garry Tan
|
22a4451e0e |
feat(v1.3.0.0): open agents learnings + cross-model benchmark skill (#1040)
* chore: regenerate stale ship golden fixtures
Golden fixtures were missing the VENDORED_GSTACK preamble section that
landed on main. Regression tests failed on all three hosts (claude, codex,
factory). Regenerated from current preamble output.
No code changes, unblocks test suite.
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
* feat: anti-slop design constraints + delete duplicate constants
Tightens design-consultation and design-shotgun to push back on the
convergence traps every AI design tool falls into.
Changes:
- scripts/resolvers/constants.ts: add "system-ui as primary font" to
AI_SLOP_BLACKLIST. Document Space Grotesk as the new "safe alternative
to Inter" convergence trap alongside the existing overused fonts.
- scripts/gen-skill-docs.ts: delete duplicate AI slop constants block
(dead code — scripts/resolvers/constants.ts is the live source).
Prevents drift between the two definitions.
- design-consultation/SKILL.md.tmpl: add Space Grotesk + system-ui to
overused/slop lists. Add "anti-convergence directive" — vary across
generations in the same project. Add Phase 1 "memorable-thing forcing
question" (what's the one thing someone will remember?). Add Phase 5
"would a human designer be embarrassed by this?" self-gate before
presenting variants.
- design-shotgun/SKILL.md.tmpl: anti-convergence directive — each
variant must use a different font, palette, and layout. If two
variants look like siblings, one of them failed.
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
* feat: context health soft directive in preamble (T2+)
Adds a "periodically self-summarize" nudge to long-running skills.
Soft directive only — no thresholds, no enforcement, no auto-commit.
Goal: self-awareness during /qa, /investigate, /cso etc. If you notice
yourself going in circles, STOP and reassess instead of thrashing.
Codex review caught that fake precision thresholds (15/30/45 tool calls)
were unimplementable — SKILL.md is a static prompt, not runtime code.
This ships the soft version only.
Changes:
- scripts/resolvers/preamble.ts: add generateContextHealth(), wire into
T2+ tier. Format: [PROGRESS] ... summary line. Explicit rule that
progress reporting must never mutate git state.
- All T2+ skill SKILL.md files regenerated to include the new section.
- Golden ship fixtures updated (T4 skill, picks up the change).
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
* feat: model overlays with explicit --model flag (no auto-detect)
Adds a per-model behavioral patch layer orthogonal to the host axis.
Different LLMs have different tendencies (GPT won't stop, Gemini
over-explains, o-series wants structured output). Overlays nudge each
model toward better defaults for gstack workflows.
Codex review caught three landmines the prior reviews missed:
1. Host != model — Claude Code can run any Claude model, Codex runs
GPT/o-series, Cursor fronts multiple providers. Auto-detecting from
host would lie. Dropped auto-detect. --model is explicit (default
claude). Missing overlay file → empty string (graceful).
2. Import cycle — putting Model in resolvers/types.ts would cycle
through hosts/index. Created neutral scripts/models.ts instead.
3. "Final say" is dangerous — overlay at the end of preamble could
override STOP points, AskUserQuestion gates, /ship review gates.
Placed overlay after spawned-session-check but before voice + tier
sections. Wrapper heading adds explicit subordination language on
every overlay: "subordinate to skill workflow, STOP points,
AskUserQuestion gates, plan-mode safety, and /ship review gates."
Changes:
- scripts/models.ts: new neutral module. ALL_MODEL_NAMES, Model type,
resolveModel() for family heuristics (gpt-5.4-mini → gpt-5.4, o3 →
o-series, claude-opus-4-7 → claude), validateModel() helper.
- scripts/resolvers/types.ts: import Model, add ctx.model field.
- scripts/resolvers/model-overlay.ts: new resolver. Reads
model-overlays/{model}.md. Supports {{INHERIT:base}} directive at
top of file for concat (gpt-5.4 inherits gpt). Cycle guard.
- scripts/resolvers/index.ts: register MODEL_OVERLAY resolver.
- scripts/resolvers/preamble.ts: wire generateModelOverlay into
composition before voice. Print MODEL_OVERLAY: {model} in preamble
bash so users can see which overlay is active. Filter empty sections.
- scripts/gen-skill-docs.ts: parse --model CLI flag. Default claude.
Unknown model → throw with list of valid options.
- model-overlays/{claude,gpt,gpt-5.4,gemini,o-series}.md: behavioral
patches per model family. gpt-5.4.md uses {{INHERIT:gpt}} to extend
gpt.md without duplication.
- test/gen-skill-docs.test.ts: fix qa-only guardrail regex scope.
Was matching Edit/Glob/Grep anywhere after `allowed-tools:` in the
whole file. Now scoped to frontmatter only. Body prose (Claude
overlay references Edit as a tool) correctly no longer breaks it.
Verification:
- bun run gen:skill-docs --host all --dry-run → all fresh
- bun run gen:skill-docs --model gpt-5.4 → concat works, gpt.md +
gpt-5.4.md content appears in order
- bun run gen:skill-docs --model unknown → errors with valid list
- All generated skills contain MODEL_OVERLAY: claude in preamble
- Golden ship fixtures regenerated
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
* feat: continuous checkpoint mode with non-destructive WIP squash
Adds opt-in auto-commit during long sessions so work survives Claude
Code crashes, Conductor workspace handoffs, and context switches.
Local-only by default — pushing requires explicit opt-in.
Codex review caught multiple landmines that would have shipped:
1. checkpoint_push=true default would push WIP commits to shared
branches, trigger CI/deploys, expose secrets. Now default false.
2. Plan's original /ship squash (git reset --soft to merge base) was
destructive — uncommitted ALL branch commits, not just WIP, and
caused non-fast-forward pushes. Redesigned: rebase --autosquash
scoped to WIP commits only, with explicit fallback for WIP-only
branches and STOP-and-ask for conflicts.
3. gstack-config get returned empty for missing keys with exit 0,
ignoring the annotated defaults in the header comments. Fixed:
get now falls back to a lookup_default() table that is the
canonical source for defaults.
4. Telemetry default mismatched: header said 'anonymous' but runtime
treated empty as 'off'. Aligned: default is 'off' everywhere.
5. /checkpoint resume only read markdown checkpoint files, not the
WIP commit [gstack-context] bodies the plan referenced. Wired up
parsing of [gstack-context] blocks from WIP commits as a second
recovery trail alongside the markdown checkpoints.
Changes:
- bin/gstack-config: add checkpoint_mode (default explicit) and
checkpoint_push (default false) to CONFIG_HEADER. Add lookup_default()
as canonical default source. get() falls back to defaults when key
absent. list now shows value + source (set/default). New 'defaults'
subcommand to inspect the table.
- scripts/resolvers/preamble.ts: preamble bash reads _CHECKPOINT_MODE
and _CHECKPOINT_PUSH, prints CHECKPOINT_MODE: and CHECKPOINT_PUSH: so
the mode is visible. New generateContinuousCheckpoint() section in
T2+ tier describes WIP commit format with [gstack-context] body and
the rules (never git add -A, never commit broken tests, push only
if opted in). Example deliberately shows a clean-state context so
it doesn't contradict the rules.
- ship/SKILL.md.tmpl: new Step 5.75 WIP Commit Squash. Detects WIP
count, exports [gstack-context] blocks before squash (as backup),
uses rebase --autosquash for mixed branches and soft-reset only when
VERIFIED WIP-only. Explicit anti-footgun rules against blind soft-
reset. Aborts with BLOCKED status on conflict instead of destroying
non-WIP commits.
- checkpoint/SKILL.md.tmpl: new Step 1.5 to parse [gstack-context]
blocks from WIP commits via git log --grep="^WIP:". Merges with
markdown checkpoint for fuller session recovery.
- Golden ship fixtures regenerated (ship is T4, preamble change shows up).
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
* feat: feature discovery flow gated by per-feature markers
Extends generateUpgradeCheck() to surface new features once per user
after a just-upgraded session. No more silent features.
Codex review caught: spawned sessions (OpenClaw, etc.) must skip the
discovery prompt entirely — they can't interactively answer. Feature
discovery now checks SPAWNED_SESSION first and is silent in those.
Discovery is per-feature, not per-upgrade. Each feature has its own
marker file at ~/.claude/skills/gstack/.feature-prompted-{name}. Once
the user has been shown a feature (accepted, shown docs, or skipped),
the marker is touched and the prompt never fires again for that
feature. Future features get their own markers.
V1 features surfaced:
- continuous-checkpoint: offer to enable checkpoint_mode=continuous
- model-overlay: inform-only note about --model flag and MODEL_OVERLAY
line in preamble output
Max one prompt per session to avoid nagging. Fires only on JUST_UPGRADED
(not every session), plus spawned-session skip.
Changes:
- scripts/resolvers/preamble.ts: extend generateUpgradeCheck() with
feature discovery rules, per-marker-file semantics, spawned-session
exclusion, and max-one-per-session cap.
- All skill SKILL.md files regenerated to include the new section.
- Golden ship fixtures regenerated.
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
* feat: design taste engine with persistent schema
Adds a cross-session taste profile that learns from design-shotgun
approval/rejection decisions. Biases future design-consultation and
design-shotgun proposals toward the user's demonstrated preferences.
Codex review caught that the plan had "taste engine" as a vague goal
without schema, decay, migration, or placeholder insertion points. This
commit ships the full spec.
Schema v1 at ~/.gstack/projects/$SLUG/taste-profile.json:
- version, updated_at
- dimensions: fonts, colors, layouts, aesthetics — each with approved[]
and rejected[] preference lists
- sessions: last 50 (FIFO truncation), each with ts/action/variant/reason
- Preference: { value, confidence, approved_count, rejected_count, last_seen }
- Confidence: Laplace-smoothed approved/(total+1)
- Decay: 5% per week of inactivity, computed at read time (not write)
Changes:
- bin/gstack-taste-update: new CLI. Subcommands approved/rejected/show/
migrate. Parses reason string for dimension signals (e.g.,
"fonts: Geist; colors: slate; aesthetics: minimal"). Emits taste-drift
NOTE when a new signal contradicts a strong opposing signal. Legacy
approved.json aggregates migrate to v1 on next write.
- scripts/resolvers/design.ts: new generateTasteProfile() resolver.
Produces the prose that skills see: how to read the profile, how to
factor into proposals, conflict handling, schema migration.
- scripts/resolvers/index.ts: register TASTE_PROFILE and a BIN_DIR
resolver (returns ctx.paths.binDir, used by templates that shell out
to gstack-* binaries).
- design-consultation/SKILL.md.tmpl: insert {{TASTE_PROFILE}} placeholder
in Phase 1 right after the memorable-thing forcing question so the
Phase 3 proposal can factor in learned preferences.
- design-shotgun/SKILL.md.tmpl: taste memory section now reads
taste-profile.json via {{TASTE_PROFILE}}, falls back to per-session
approved.json (legacy). Approval flow documented to call
gstack-taste-update after user picks/rejects a variant.
Known gap: v1 extracts dimension signals from a reason string passed
by the caller ("fonts: X; colors: Y"). Future v2 can read EXIF or an
accompanying manifest written by design-shotgun alongside each variant
for automatic dimension extraction without needing the reason argument.
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
* feat: multi-provider model benchmark (boil the ocean)
Adds the full spec Codex asked for: real provider adapters with auth
detection, normalized RunResult, pricing tables, tool compatibility
maps, parallel execution with error isolation, and table/JSON/markdown
output. Judge stays on Anthropic SDK as the single stable source of
quality scoring, gated behind --judge.
Codex flagged the original plan as massively under-scoped — the
existing runner is Claude-only and the judge is Anthropic-only. You
can't benchmark GPT or Gemini without real provider infrastructure.
This commit ships it.
New architecture:
test/helpers/providers/types.ts ProviderAdapter interface
test/helpers/providers/claude.ts wraps `claude -p --output-format json`
test/helpers/providers/gpt.ts wraps `codex exec --json`
test/helpers/providers/gemini.ts wraps `gemini -p --output-format stream-json --yolo`
test/helpers/pricing.ts per-model USD cost tables (quarterly)
test/helpers/tool-map.ts which tools each CLI exposes
test/helpers/benchmark-runner.ts orchestrator (Promise.allSettled)
test/helpers/benchmark-judge.ts Anthropic SDK quality scorer
bin/gstack-model-benchmark CLI entry
test/benchmark-runner.test.ts 9 unit tests (cost math, formatters, tool-map)
Per-provider error isolation:
- auth → record reason, don't abort batch
- timeout → record reason, don't abort batch
- rate_limit → record reason, don't abort batch
- binary_missing → record in available() check, skip if --skip-unavailable
Pricing correction: cached input tokens are disjoint from uncached
input tokens (Anthropic/OpenAI report them separately). Original
math subtracted them, producing negative costs. Now adds cached at
the 10% discount alongside the full uncached input cost.
CLI:
gstack-model-benchmark --prompt "..." --models claude,gpt,gemini
gstack-model-benchmark ./prompt.txt --output json --judge
gstack-model-benchmark ./prompt.txt --models claude --timeout-ms 60000
Output formats: table (default), json, markdown. Each shows model,
latency, in→out tokens, cost, quality (when --judge used), tool calls,
and any errors.
Known limitations for v1:
- Claude adapter approximates toolCalls as num_turns (stream-json
would give exact counts; v2 can upgrade).
- Live E2E tests (test/providers.e2e.test.ts) not included — they
require CI secrets for all three providers. Unit tests cover the
shape and math.
- Provider CLIs sometimes return non-JSON error text to stdout; the
parsers fall back to treating raw output as plain text in that case.
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
* feat: standalone methodology skill publishing via gstack-publish
Ships the marketplace-distribution half of Item 5 (reframed): publish
the existing standalone OpenClaw methodology skills to multiple
marketplaces with one command.
Codex review caught that the original plan assumed raw generated
multi-host skills could be published directly. They can't — those
depend on gstack binaries, generated host paths, tool names, and
telemetry. The correct artifact class is hand-crafted standalone
skills in openclaw/skills/gstack-openclaw-* (already exist and work
without gstack runtime). This commit adds the wrapper that publishes
them to ClawHub + SkillsMP + Vercel Skills.sh with per-marketplace
error isolation and dry-run validation.
Changes:
- skills.json: root manifest with 4 skills (office-hours, ceo-review,
investigate, retro) each pointing at its openclaw/skills source.
Each skill declares per-marketplace targets with a slug, a publish
flag, and a compatible-hosts list. Marketplace configs include CLI
name, login command, publish command template (with placeholder
substitution), docs URL, and auth_check command.
- bin/gstack-publish: new CLI. Subcommands:
gstack-publish Publish all skills
gstack-publish <slug> Publish one skill
gstack-publish --dry-run Validate + auth-check without publishing
gstack-publish --list List skills + marketplace targets
Features:
* Manifest validation (missing source files, missing slugs, empty
marketplace list all reported).
* Per-marketplace auth check before any publish attempt.
* Per-skill / per-marketplace error isolation: one failure doesn't
abort the batch.
* Idempotent — re-running with the same version is safe; markets
that reject duplicate versions report it as a failure for that
single target without affecting others.
* --dry-run walks the full pipeline but skips execSync; useful in
CI to validate manifest before bumping version.
Tested locally: clawhub auth detected, skillsmp/vercel CLIs not
installed (marked NOT READY and skipped cleanly in dry-run).
Follow-up work (tracked in TODOS.md later):
- Version-bump helper that reads openclaw/skills/*/SKILL.md frontmatter
and updates skills.json in lockstep.
- CI workflow that runs gstack-publish --dry-run on every PR and
gstack-publish on tags.
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
* refactor: split preamble.ts into submodules (byte-identical output)
Splits scripts/resolvers/preamble.ts (841 lines, 18 generator functions +
composition root) into one file per generator under
scripts/resolvers/preamble/. Root preamble.ts becomes a thin composition
layer (~80 lines of imports + generatePreamble).
Before:
scripts/resolvers/preamble.ts 841 lines
After:
scripts/resolvers/preamble.ts 83 lines
scripts/resolvers/preamble/generate-preamble-bash.ts 97 lines
scripts/resolvers/preamble/generate-upgrade-check.ts 48 lines
scripts/resolvers/preamble/generate-lake-intro.ts 16 lines
scripts/resolvers/preamble/generate-telemetry-prompt.ts 37 lines
scripts/resolvers/preamble/generate-proactive-prompt.ts 25 lines
scripts/resolvers/preamble/generate-routing-injection.ts 49 lines
scripts/resolvers/preamble/generate-vendoring-deprecation.ts 36 lines
scripts/resolvers/preamble/generate-spawned-session-check.ts 11 lines
scripts/resolvers/preamble/generate-ask-user-format.ts 16 lines
scripts/resolvers/preamble/generate-completeness-section.ts 19 lines
scripts/resolvers/preamble/generate-repo-mode-section.ts 12 lines
scripts/resolvers/preamble/generate-test-failure-triage.ts 108 lines
scripts/resolvers/preamble/generate-search-before-building.ts 14 lines
scripts/resolvers/preamble/generate-completion-status.ts 161 lines
scripts/resolvers/preamble/generate-voice-directive.ts 60 lines
scripts/resolvers/preamble/generate-context-recovery.ts 51 lines
scripts/resolvers/preamble/generate-continuous-checkpoint.ts 48 lines
scripts/resolvers/preamble/generate-context-health.ts 31 lines
Byte-identity verification (the real gate per Codex correction):
- Before refactor: snapshotted 135 generated SKILL.md files via
`find -name SKILL.md -type f | grep -v /gstack/` across all hosts.
- After refactor: regenerated with `bun run gen:skill-docs --host all`
and re-snapshotted.
- `diff -r baseline after` returned zero differences and exit 0.
The `--host all --dry-run` gate passes too. No template or host behavior
changes — purely a code-organization refactor.
Test fix: audit-compliance.test.ts's telemetry check previously grepped
preamble.ts directly for `_TEL != "off"`. After the refactor that logic
lives in preamble/generate-preamble-bash.ts. Test now concatenates all
preamble submodule sources before asserting — tracks the semantic contract,
not the file layout. Doing the minimum rewrite preserves the test's intent
(conditional telemetry) without coupling it to file boundaries.
Why now: we were in-session with full context. Codex had downgraded this
from mandatory to optional, but the preamble had grown to 841 lines and
was getting harder to navigate. User asked "why not?" given the context
was hot. Shipping it as a clean bisectable commit while all the prior
preamble.ts changes are fresh reduces rebase pain later.
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
* chore: bump version and changelog (v0.19.0.0)
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
* chore: trim verbose preamble + coverage audit prose
Compress without removing behavior or voice. Three targeted cuts:
1. scripts/resolvers/testing.ts coverage diagram example: 40 lines → 14
lines. Two-column ASCII layout instead of stacked sections.
Preserves all required regression-guard phrases (processPayment,
refundPayment, billing.test.ts, checkout.e2e.ts, COVERAGE, QUALITY,
GAPS, Code paths, User flows, ASCII coverage diagram).
2. scripts/resolvers/preamble/generate-completion-status.ts Plan Status
Footer: was 35 lines with embedded markdown table example, now 7
lines that describe the table inline. The footer fires only at
ExitPlanMode time — Claude can construct the placeholder table from
the inline description without copying a literal example.
3. Same file's Plan Mode Safe Operations + Skill Invocation During Plan
Mode sections compressed from ~25 lines combined to ~12. Preserves
all required test phrases (precedence over generic plan mode behavior,
Do not continue the workflow, cancel the skill or leave plan mode,
PLAN MODE EXCEPTION).
NOT touched:
- Voice directive (Garry's voice — protected per CLAUDE.md)
- Office-hours Phase 6 Handoff (Garry's voice + YC pitch)
- Test bootstrap, review army, plan completion (carefully tuned behavior)
Token savings (per skill, system-wide):
ship/SKILL.md 35474 → 34992 tokens (-482)
plan-ceo-review 29436 → 28940 (-496)
office-hours 26700 → 26204 (-496)
Still over the 25K ceiling. Bigger reduction requires restructure
(move large resolvers to externally-referenced docs, split /ship into
ship-quick + ship-full, or refactor the coverage audit + review army
into shorter prose). That's a follow-up — added to TODOS.
Tests: 420/420 pass on gen-skill-docs.test.ts + host-config.test.ts.
Goldens regenerated for claude/codex/factory ship.
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
* fix(ci): install Node.js from official tarball instead of NodeSource apt setup
The CI Dockerfile's Node install was failing on ubicloud runners. NodeSource's
setup_22.x script runs two internal apt operations that both depend on
archive.ubuntu.com + security.ubuntu.com being reachable:
1. apt-get update (to refresh package lists)
2. apt-get install gnupg (as a prerequisite for its gpg keyring)
Ubicloud's CI runners frequently can't reach those mirrors — last build hit
~2min of connection timeouts to every security.ubuntu.com IP (185.125.190.82,
91.189.91.83, 91.189.92.24, etc.) plus archive.ubuntu.com mirrors. Compounding
this: on Ubuntu 24.04 (noble) "gnupg" was renamed to "gpg" and "gpgconf".
NodeSource's setup script still looks for "gnupg", so even when apt works,
it fails with "Package 'gnupg' has no installation candidate." The subsequent
apt-get install nodejs then fails because the NodeSource repo was never added.
Fix: drop NodeSource entirely. Download Node.js v22.20.0 from nodejs.org as a
tarball, extract to /usr/local. One host, no apt, no script, no keyring.
Before:
RUN curl -fsSL https://deb.nodesource.com/setup_22.x | bash - \
&& apt-get install -y --no-install-recommends nodejs ...
After:
ENV NODE_VERSION=22.20.0
RUN curl -fsSL "https://nodejs.org/dist/v${NODE_VERSION}/node-v${NODE_VERSION}-linux-x64.tar.xz" -o /tmp/node.tar.xz \
&& tar -xJ -C /usr/local --strip-components=1 --no-same-owner -f /tmp/node.tar.xz \
&& rm -f /tmp/node.tar.xz \
&& node --version && npm --version
Same installed path (/usr/local/bin/node and npm). Pinned version for
reproducibility. Version is bump-visible in the Dockerfile now.
Does not address the separate apt flakiness that affects the GitHub CLI
install (line 17) or `npx playwright install-deps chromium` (line 33) —
those use apt too. If those fail on a future build we can address then.
Failing job: build-image (71777913820)
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
* chore: raise skill token ceiling warning from 25K to 40K
The 25K ceiling predated flagship models with 200K-1M windows and assumed
every skill prompt dominates context cost. Modern reality: prompt caching
amortizes the skill load across invocations, and three carefully-tuned
skills (ship, plan-ceo-review, office-hours) legitimately pack 25-35K
tokens of behavior that can't be cut without degrading quality or removing
protected content (Garry's voice, YC pitch, specialist review instructions).
We made the safe prose cuts earlier (coverage diagram, plan status footer,
plan mode operations). The remaining gap is structural — real compression
would require splitting /ship into ship-quick vs ship-full, externalizing
large resolvers to reference docs, or removing detailed skill behavior.
Each is 1-2 days of work. The cost of the warning firing is zero (it's
a warning, not an error). The cost of hitting it is ~15¢ per invocation
at worst, amortized further by prompt caching.
Raising to 40K catches what it's supposed to catch — a runaway 10K+ token
growth in a single release — without crying wolf on legitimately big
skills. Reference doc in CLAUDE.md updated to reflect the new philosophy:
when you hit 40K, ask WHAT grew, don't blindly compress tuned prose.
scripts/gen-skill-docs.ts: TOKEN_CEILING_BYTES 100_000 → 160_000.
CLAUDE.md: document the "watch for feature bloat, not force compression"
intent of the ceiling.
Verification: `bun run gen:skill-docs --host all` shows zero TOKEN
CEILING warnings under the new 40K threshold.
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
* fix(ci): install xz-utils so Node tarball extraction works
The direct-tarball Node install (switched from NodeSource apt in the last
CI fix) failed with "xz: Cannot exec: No such file or directory" because
Ubuntu 24.04 base doesn't include xz-utils. Node ships .tar.xz by default,
and `tar -xJ` shells out to xz, which was missing.
Add xz-utils to the base apt install alongside git/curl/unzip/etc.
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
* fix(benchmark): pass --skip-git-repo-check to codex adapter
The gpt provider adapter spawns `codex exec -C <workdir>` with arbitrary
working directories (benchmark temp dirs, non-git paths). Without
`--skip-git-repo-check`, codex refuses to run and returns "Not inside a
trusted directory" — surfaced as a generic error.code='unknown' that
looks like an API failure.
Benchmarks don't care about codex's git-repo trust model; we just want
the prompt executed. Surfaced by the new provider live E2E test on a
temp workdir.
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
* feat(benchmark): add --dry-run flag to gstack-model-benchmark
Matches gstack-publish --dry-run semantics. Validates the provider list,
resolves per-adapter auth, echoes the resolved flag values, and exits
without invoking any provider CLI. Zero-cost pre-flight for CI pipelines
and for catching auth drift before starting a paid benchmark run.
Output shape:
== gstack-model-benchmark --dry-run ==
prompt: <truncated>
providers: claude, gpt, gemini
workdir: /tmp/...
timeout_ms: 300000
output: table
judge: off
Adapter availability:
claude: OK
gpt: NOT READY — <reason>
gemini: NOT READY — <reason>
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
* test: lite E2E coverage for benchmark, taste engine, publish
Fills real coverage gaps in v0.19.0.0 primitives. 44 new deterministic
tests (gate tier, ~3s) + 8 live-API tests (periodic tier).
New gate-tier test files (free, <3s total):
- test/taste-engine.test.ts — 24 tests against gstack-taste-update:
schema shape, Laplace-smoothed confidence, 5%/week decay clamped at 0,
multi-dimension extraction, case-insensitive matching, session cap,
legacy profile migration with session truncation, taste-drift conflict
warning, malformed-JSON recovery, missing-variant exit code.
- test/publish-dry-run.test.ts — 13 tests against gstack-publish --dry-run:
manifest parsing, missing/malformed JSON, per-skill validation errors
(missing source file / slug / version / marketplaces), slug filter,
unknown-skill exit, per-marketplace auth isolation (fake marketplaces
with always-pass / always-fail / missing-binary CLIs), and a sanity
check against the real repo manifest.
- test/benchmark-cli.test.ts — 11 tests against gstack-model-benchmark
--dry-run: provider default, unknown-provider WARN, empty list
fallback, flag passthrough (timeout/workdir/judge/output), long-prompt
truncation, prompt resolution (inline vs file vs positional), missing
prompt exit.
New periodic-tier test file (paid, gated EVALS=1):
- test/skill-e2e-benchmark-providers.test.ts — 8 tests hitting real
claude, codex, gemini CLIs with a trivial prompt (~$0.001/provider).
Verifies output parsing, token accounting, cost estimation, timeout
error.code semantics, Promise.allSettled parallel isolation.
Per-provider availability gate — unauthed providers skip cleanly.
This suite already caught one real bug (codex adapter missing
--skip-git-repo-check, fixed in
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Garry Tan
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12260262ea |
fix(checkpoint): rename /checkpoint → /context-save + /context-restore (v1.0.1.0) (#1064)
* rename /checkpoint → /context-save + /context-restore (split) Claude Code ships /checkpoint as a native alias for /rewind (Esc+Esc), which was shadowing the gstack skill. Training-data bleed meant agents saw /checkpoint and sometimes described it as a built-in instead of invoking the Skill tool, so nothing got saved. Fix: rename the skill and split save from restore so each skill has one job. Restore now loads the most recent saved context across ALL branches by default (the previous flow was ambiguous between mode="restore" and mode="list" and agents applied list-flow filtering to restore). New commands: - /context-save → save current state - /context-save list → list saved contexts (current branch default) - /context-restore → load newest saved context across all branches - /context-restore X → load specific saved context by title fragment Storage directory unchanged at ~/.gstack/projects/$SLUG/checkpoints/ so existing saved files remain loadable. Canonical ordering is now the filename YYYYMMDD-HHMMSS prefix, not filesystem mtime — filenames are stable across copies/rsync, mtime is not. Empty-set handling in both restore and list flows uses find+sort instead of ls -1t, which on macOS falls back to listing cwd when the input is empty. Sources for the collision: - https://code.claude.com/docs/en/checkpointing - https://claudelog.com/mechanics/rewind/ * preamble: split 'checkpoint' routing rule into context-save + context-restore scripts/resolvers/preamble.ts:238 is the source of truth for the routing rules that gstack writes into users' CLAUDE.md on first skill run, AND gets baked into every generated SKILL.md. A single 'invoke checkpoint' line points at a skill that no longer exists. Replace with two lines: - Save progress, save state, save my work → invoke context-save - Resume, where was I, pick up where I left off → invoke context-restore Tier comment at :750 also updated. All SKILL.md files regenerated via bun run gen:skill-docs. * tests: split checkpoint-save-resume into context-save + context-restore E2Es Renames the combined E2E test to match the new skill split: - checkpoint-save-resume → context-save-writes-file Extracts the Save flow from context-save/SKILL.md, asserts a file gets written with valid YAML frontmatter. - New: context-restore-loads-latest Seeds two saved-context files with different YYYYMMDD-HHMMSS prefixes AND scrambled filesystem mtimes (so mtime DISAGREES with filename order). Hand-feeds the restore flow and asserts the newer- by-filename file is loaded. Locks in the "newest by filename prefix, not mtime" guarantee. touchfiles.ts: old 'checkpoint-save-resume' key removed from both E2E_TOUCHFILES and E2E_TIERS maps; new keys added to both. Leaving a key in one map but not the other silently breaks test selection. Golden baselines (claude/codex/factory ship skill) regenerated to match the new preamble routing rules from the previous commit. * migration: v0.18.5.0 removes stale /checkpoint install with ownership guard gstack-upgrade/migrations/v0.18.5.0.sh removes the stale on-disk /checkpoint install so Claude Code's native /rewind alias is no longer shadowed. Ownership guard inspects the directory itself (not just SKILL.md) and handles 3 install shapes: 1. ~/.claude/skills/checkpoint is a directory symlink whose canonical path resolves inside ~/.claude/skills/gstack/ → remove. 2. ~/.claude/skills/checkpoint is a directory containing exactly one file SKILL.md that's a symlink into gstack → remove (gstack's prefix-install shape). 3. Anything else (user's own regular file/dir, or a symlink pointing elsewhere) → leave alone, print a one-line notice. Also removes ~/.claude/skills/gstack/checkpoint/ unconditionally (gstack owns that dir). Portable realpath: `realpath` with python3 fallback for macOS BSD which lacks readlink -f. Idempotent: missing paths are no-ops. test/migration-checkpoint-ownership.test.ts ships 7 scenarios covering all 3 install shapes + idempotency + no-op-when-gstack-not-installed + SKILL.md-symlink-outside-gstack. Critical safety net for a migration that mutates user state. Free tier, ~85ms. * docs: bump VERSION to 0.18.5.0, CHANGELOG + TODOS entry User-facing changelog leads with the problem: /checkpoint silently stopped saving because Claude Code shipped a native /checkpoint alias for /rewind. The fix is a clean rename to /context-save + /context-restore, with the second bug (restore was filtering by current branch and hiding most recent saves) called out separately under Fixed. TODOS entry for the deferred lane feature points at the existing lane data model in plan-eng-review/SKILL.md.tmpl:240-249 so a future session can pick it up without re-discovering the source. * chore: bump package.json to 0.18.5.0 (match VERSION) * fix(test): skill-e2e-autoplan-dual-voice was shipped broken The test shipped on main in v0.18.4.0 used wrong option names and wrong result fields throughout. It could not have passed in any environment: Broken API calls: - `workdir` → should be `workingDirectory` The fixture setup (git init, copy autoplan + plan-*-review dirs, write TEST_PLAN.md) was completely ignored. claude -p spawned with undefined cwd instead of the tmp workdir. - `timeoutMs: 300_000` → should be `timeout: 300_000` Fell back to default 120s. Explains the observed ~170s failure (test harness overhead + retry startup). - `name: 'autoplan-dual-voice'` → should be `testName: 'autoplan-dual-voice'` No per-test run directory was created. - `evalCollector` → not a recognized `runSkillTest` option at all. Broken result access: - `result.stdout + result.stderr` → SkillTestResult has neither field. `out` was literally "undefinedundefined" every time. - Every regex match fired false. All 3 assertions (claudeVoiceFired, codex-or-unavailable, reachedPhase1) failed on every attempt. - `logCost(result)` → signature is `logCost(label, result)`. - `recordE2E('autoplan-dual-voice', result)` → signature is `recordE2E(evalCollector, name, suite, result, extra)`. Fixes: - Renamed all 4 broken options in the runSkillTest call. - Changed assertion source to `result.output` plus JSON-serialized `result.transcript` (broader net for voice fingerprints in tool inputs/outputs). - Widened regex alternatives: codex voice now matches "CODEX SAYS" and "codex-plan-review"; Claude voice now matches subagent_type; unavailable matches CODEX_NOT_AVAILABLE. - Added Agent + Skill + Edit + Grep + Glob to allowedTools. Without Agent, /autoplan can't spawn subagents and never reaches Phase 1. - Raised maxTurns 15 → 30 (autoplan is a long multi-phase skill). - Fixed logCost + recordE2E signatures, passing `passed:` flag into recordE2E per the neighboring context-save pattern. * security: harden migration + context-save after adversarial review Adversarial review (Claude + Codex, both high confidence) identified 6 critical production-harm findings in the /ship pre-landing pass. All folded in. Migration v1.0.1.0.sh hardening: - Add explicit `[ -z "${HOME:-}" ]` guard. HOME="" survives set -u and expands paths to /.claude/skills/... which could hit absolute paths under root/containers/sudo-without-H. - Add python3 fallback inside resolve_real() (was missing; broken symlinks silently defeated ownership check). - Ownership-guard Shape 2 (~/.claude/skills/gstack/checkpoint/). Was unconditional rm -rf. Now: if symlink, check target resolves inside gstack; if regular dir, check realpath resolves inside gstack. A user's hand-edited customization or a symlink pointing outside gstack is preserved with a notice. - Use `rm --` and `rm -r --` consistently to resist hostile basenames. - Use `find -type f -not -name .DS_Store -not -name ._*` instead of `ls -A | grep`. macOS sidecars no longer mask a legit prefix-mode install. Strip sidecars explicitly before removing the dir. context-save/SKILL.md.tmpl: - Sanitize title in bash, not LLM prose. Allowlist [a-z0-9.-], cap 60 chars, default to "untitled". Closes a prompt-injection surface where `/context-save $(rm -rf ~)` could propagate into subsequent commands. - Collision-safe filename. If ${TIMESTAMP}-${SLUG}.md already exists (same-second double-save with same title), append a 4-char random suffix. The skill contract says "saved files are append-only" — this enforces it. Silent overwrite was a data-loss bug. context-restore/SKILL.md.tmpl: - Cap `find ... | sort -r` at 20 entries via `| head -20`. A user with 10k+ saved files no longer blows the context window just to pick one. /context-save list still handles the full-history listing path. test/skill-e2e-autoplan-dual-voice.test.ts: - Filter transcript to tool_use / tool_result / assistant entries before matching, so prompt-text mentions of "plan-ceo-review" don't force the reachedPhase1 assertion to pass. Phase-1 assertion now requires completion markers ("Phase 1 complete", "Phase 2 started"), not mere name occurrence. - claudeVoiceFired now requires JSON evidence of an Agent tool_use (name:"Agent" or subagent_type field), not the literal string "Agent(" which could appear anywhere. - codexVoiceFired now requires a Bash tool_use with a `codex exec/review` command string, not prompt-text mentions. All SKILL.md files regenerated. Golden fixtures updated. bun test: 0 failures across 80+ targeted tests and the full suite. Review source: /ship Step 11 adversarial pass (claude subagent + codex exec). Same findings independently surfaced by both reviewers — this is cross-model high confidence. * test: tier-2 hardening tests for context-save + context-restore 21 unit-level tests covering the security + correctness hardening that landed in commit |
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Garry Tan
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8ee16b867b |
feat: mode-posture energy fix for /plan-ceo-review and /office-hours (v1.1.2.0) (#1065)
* feat: restore mode-posture energy to expansion + forcing + builder output
Rewrites Writing Style rule 2-4 examples in scripts/resolvers/preamble.ts
to cover three framing families (pain reduction, upside/delight, forcing
pressure) instead of diagnostic-pain only. Adds inline exemplars to
plan-ceo-review (0D-prelude shared between SCOPE + SELECTIVE EXPANSION)
and office-hours (Q3 forcing exemplar with career/day/weekend domain
gating, builder operating principles wild exemplar).
V1 shipped rule 2-4 examples that all pointed to diagnostic-pain framing
("3-second spinner", "double-click button"). Models follow concrete
examples over abstract taxonomies, so any skill with a non-diagnostic
mode posture (expansion, forcing, delight) got flattened at runtime
even when the template itself said "dream big" or "direct to the point
of discomfort." This change targets the actual lever: swap the single
diagnostic example for three paired framings, one per posture family.
Preserves V1 clarity gains — rules 2, 3, 4 principles unchanged, only
examples expanded. Terse mode (EXPLAIN_LEVEL: terse) still skips the
block entirely.
* chore: regenerate SKILL.md after preamble + template changes
Mechanical cascade from `bun run gen:skill-docs --host all` after the
Writing Style rule 2-4 example rewrite and the plan-ceo-review /
office-hours template exemplar additions. No hand edits — every change
flows from the prior commit's templates.
* test: add gate-tier mode-posture regression tests
Three gate-tier E2E tests detect when preamble / template changes
flatten the distinctive posture of /plan-ceo-review SCOPE EXPANSION or
/office-hours (startup Q3, builder mode). The V1 regression that this
PR fixes shipped without anyone catching it at ship time — this is the
ongoing signal so the same thing doesn't happen again.
Pieces:
- `judgePosture(mode, text)` in `test/helpers/llm-judge.ts`. Sonnet
judge with mode-specific dual-axis rubric (expansion: surface_framing
+ decision_preservation; forcing: stacking_preserved +
domain_matched_consequence; builder: unexpected_combinations +
excitement_over_optimization). Pass threshold 4/5 on both axes.
- Three fixtures in `test/fixtures/mode-posture/` — deterministic input
for expansion proposal generation, Q3 forcing question, and builder
adjacent-unlock riffing.
- `plan-ceo-review-expansion-energy` case appended to
`test/skill-e2e-plan.test.ts`. Generator: Opus (skill default). Judge:
Sonnet.
- New `test/skill-e2e-office-hours.test.ts` with
`office-hours-forcing-energy` + `office-hours-builder-wildness`
cases. Generator: Sonnet. Judge: Sonnet.
- Touchfile registration in `test/helpers/touchfiles.ts` — all three as
`gate` tier in `E2E_TIERS`, triggered by changes to
`scripts/resolvers/preamble.ts`, the relevant skill template, the
judge helper, or any mode-posture fixture.
Cost: ~$0.50-$1.50 per triggered PR. Sonnet judge is cheap; Opus
generator for the plan-ceo-review case dominates.
Known V1.1 tradeoff: judges test prose markers more than deep behavior.
V1.2 candidate is a cross-provider (Codex) adversarial judge on the
same output to decouple house-style bias.
* test: update golden ship baselines + touchfile count for mode-posture entries
Mechanical test updates after the mode-posture work:
- Golden ship SKILL.md baselines (claude + codex + factory hosts) regenerate with
the rewritten Writing Style rule 2-4 examples from preamble.ts.
- Touchfile selection test expects 6 matches for a plan-ceo-review/ change (was 5)
because E2E_TOUCHFILES now includes plan-ceo-review-expansion-energy.
* chore: bump version and changelog (v1.1.2.0)
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
---------
Co-authored-by: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
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Garry Tan
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0a803f9e81 |
feat: gstack v1 — simpler prompts + real LOC receipts (v1.0.0.0) (#1039)
* docs: add design doc for /plan-tune v1 (observational substrate) Canonical record of the /plan-tune v1 design: typed question registry, per-question explicit preferences, inline tune: feedback with user-origin gate, dual-track profile (declared + inferred separately), and plain-English inspection skill. Captures every decision with pros/cons, what's deferred to v2 with explicit acceptance criteria, and what was rejected entirely. Codex review drove a substantial scope rollback from the initial CEO EXPANSION plan. 15+ legitimate findings (substrate claim was false without a typed registry; E4/E6/clamp logical contradiction; profile poisoning attack surface; LANDED preamble side effect; implementation order) shaped the final shape. Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com> * feat: typed question registry for /plan-tune v1 foundation scripts/question-registry.ts declares 53 recurring AskUserQuestion categories across 15 skills (ship, review, office-hours, plan-ceo-review, plan-eng-review, plan-design-review, plan-devex-review, qa, investigate, land-and-deploy, cso, gstack-upgrade, preamble, plan-tune, autoplan). Each entry has: stable kebab-case id, skill owner, category (approval | clarification | routing | cherry-pick | feedback-loop), door_type (one-way | two-way), optional stable option keys, optional psychographic signal_key, and a one-line description. 12 of 53 are one-way doors (destructive ops, architecture/data forks, security/compliance). These are ALWAYS asked regardless of user preference. Helpers: getQuestion(id), getOneWayDoorIds(), getAllRegisteredIds(), getRegistryStats(). No binary or resolver wiring yet — this is the schema substrate the rest of /plan-tune builds on. Ad-hoc question_ids (not registered) still log but skip psychographic signal attribution. Future /plan-tune skill surfaces frequently-firing ad-hoc ids as candidates for registry promotion. Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com> * test: registry schema + safety + coverage tests (gate tier) 20 tests validating the question registry: Schema (7 tests): - Every entry has required fields - All ids are kebab-case and start with their skill name - No duplicate ids - Categories are from the allowed set - door_type is one-way | two-way - Options arrays are well-formed - Descriptions are short and single-line Helpers (5 tests): - getQuestion returns entry for known id, undefined for unknown - getOneWayDoorIds includes destructive questions, excludes two-way - getAllRegisteredIds count matches QUESTIONS keys - getRegistryStats totals are internally consistent One-way door safety (2 tests): - Every critical question (test failure, SQL safety, LLM trust boundary, security scan, merge confirm, rollback, fix apply, premise revise, arch finding, privacy gate, user challenge) is declared one-way - At least 10 one-way doors exist (catches regression if declarations are accidentally dropped) Registry breadth (3 tests): - 11 high-volume skills each have >= 1 registered question - Preamble one-time prompts are registered - /plan-tune's own questions are registered Signal map references (1 test): - signal_key values are typed kebab-case strings Template coverage (2 tests, informational): - AskUserQuestion usage across templates is non-trivial (>20) - Registry spans >= 10 skills 20 pass, 0 fail. Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com> * feat: one-way door classifier (belt-and-suspenders safety fallback) scripts/one-way-doors.ts — secondary keyword-pattern classifier that catches destructive questions even when the registry doesn't have an entry for them. The registry's door_type field (from scripts/question-registry.ts) is the PRIMARY safety gate. This classifier is the fallback for ad-hoc question_ids that agents generate at runtime. Classification priority: 1. Registry lookup by question_id → use declared door_type 2. Skill:category fallback (cso:approval, land-and-deploy:approval) 3. Keyword pattern match against question_summary 4. Default: treat as two-way (safer to log the miss than auto-decide unsafely) Covers 21 destructive patterns across: - File system (rm -rf, delete, wipe, purge, truncate) - Database (drop table/database/schema, delete from) - Git/VCS (force-push, reset --hard, checkout --, branch -D) - Deploy/infra (kubectl delete, terraform destroy, rollback) - Credentials (revoke/reset/rotate API key|token|secret|password) - Architecture (breaking change, schema migration, data model change) 7 new tests in test/plan-tune.test.ts covering: registry-first lookup, unknown-id fallthrough, keyword matching on destructive phrasings including embedded filler words ("rotate the API key"), skill-category fallback, benign questions defaulting to two-way, pattern-list non-empty. 27 pass, 0 fail. 1270 expect() calls. Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com> * feat: psychographic signal map + builder archetypes scripts/psychographic-signals.ts — hand-crafted {signal_key, user_choice} → {dimension, delta} map. Version 0.1.0. Conservative deltas (±0.03 to ±0.06 per event). Covers 9 signal keys: scope-appetite, architecture-care, code-quality-care, test-discipline, detail-preference, design-care, devex-care, distribution-care, session-mode. Helpers: applySignal() mutates running totals, newDimensionTotals() creates empty starting state, normalizeToDimensionValue() sigmoid-clamps accumulated delta to [0,1] (0 → 0.5 neutral), validateRegistrySignalKeys() checks that every signal_key in the registry has a SIGNAL_MAP entry. In v1 the signal map is used ONLY to compute inferred dimension values for /plan-tune inspection output. No skill behavior adapts to these signals until v2. scripts/archetypes.ts — 8 named archetypes + Polymath fallback: - Cathedral Builder (boil-the-ocean + architecture-first) - Ship-It Pragmatist (small scope + fast) - Deep Craft (detail-verbose + principled) - Taste Maker (intuitive, overrides recommendations) - Solo Operator (high-autonomy, delegates) - Consultant (hands-on, consulted on everything) - Wedge Hunter (narrow scope aggressively) - Builder-Coach (balanced steering) - Polymath (fallback when no archetype matches) matchArchetype() uses L2 distance scaled by tightness, with a 0.55 threshold below which we return Polymath. v1 ships the model stable; v2 narrative/vibe commands wire it into user-facing output. 14 new tests: signal map consistency vs registry, applySignal behavior for known/unknown keys, normalization bounds, archetype schema validity, name uniqueness, matchArchetype correctness for each reference profile, Polymath fallback for outliers. 41 pass, 0 fail total in test/plan-tune.test.ts. Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com> * feat: bin/gstack-question-log — append validated AskUserQuestion events Append-only JSONL log at ~/.gstack/projects/{SLUG}/question-log.jsonl. Schema: {skill, question_id, question_summary, category?, door_type?, options_count?, user_choice, recommended?, followed_recommendation?, session_id?, ts} Validates: - skill is kebab-case - question_id is kebab-case, <= 64 chars - question_summary non-empty, <= 200 chars, newlines flattened - category is one of approval/clarification/routing/cherry-pick/feedback-loop - door_type is one-way or two-way - options_count is integer in [1, 26] - user_choice non-empty string, <= 64 chars Injection defense on question_summary rejects the same patterns as gstack-learnings-log (ignore previous instructions, system:, override:, do not report, etc). followed_recommendation is auto-computed when both user_choice and recommended are present. ts auto-injected as ISO 8601 if missing. 21 tests covering: valid payloads, full field preservation, auto-followed computation, appending, long-summary truncation, newline flattening, invalid JSON, missing fields, bad case, oversized ids, invalid enum values, out-of-range options_count, and 6 injection attack patterns. 21 pass, 0 fail, 43 expect() calls. Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com> * feat: bin/gstack-developer-profile — unified profile with migration bin/gstack-developer-profile supersedes bin/gstack-builder-profile. The old binary becomes a one-line legacy shim delegating to --read for /office-hours backward compat. Subcommands: --read legacy KEY:VALUE output (tier, session_count, etc) --migrate folds ~/.gstack/builder-profile.jsonl into ~/.gstack/developer-profile.json. Atomic (temp + rename), idempotent (no-op when target exists or source absent), archives source as .migrated-YYYY-MM-DD-HHMMSS --derive recomputes inferred dimensions from question-log.jsonl using the signal map in scripts/psychographic-signals.ts --profile full profile JSON --gap declared vs inferred diff JSON --trace <dim> event-level trace of what contributed to a dimension --check-mismatch flags dimensions where declared and inferred disagree by > 0.3 (requires >= 10 events first) --vibe archetype name + description from scripts/archetypes.ts --narrative (v2 stub) Auto-migration on first read: if legacy file exists and new file doesn't, migrate before reading. Creates a neutral (all-0.5) stub if nothing exists. Unified schema (see docs/designs/PLAN_TUNING_V0.md §Architecture): {identity, declared, inferred: {values, sample_size, diversity}, gap, overrides, sessions, signals_accumulated, schema_version} 25 new tests across subcommand behaviors: - --read defaults + stub creation - --migrate: 3 sessions preserved with signal tallies, idempotency, archival - Tier calculation: welcome_back / regular / inner_circle boundaries - --derive: neutral-when-empty, upward nudge on 'expand', downward on 'reduce', recomputable (same input → same output), ad-hoc unregistered ids ignored - --trace: contributing events, empty for untouched dims, error without arg - --gap: empty when no declared, correctly computed otherwise - --vibe: returns archetype name + description - --check-mismatch: threshold behavior, 10+ sample requirement - Unknown subcommand errors 25 pass, 0 fail, 60 expect() calls. Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com> * feat: bin/gstack-question-preference — explicit preferences + user-origin gate Subcommands: --check <id> → ASK_NORMALLY | AUTO_DECIDE (decides if a registered question should be auto-decided by the agent) --write '{…}' → set a preference (requires user-origin source) --read → dump preferences JSON --clear [id] → clear one or all --stats → short counts summary Preference values: always-ask | never-ask | ask-only-for-one-way. Stored at ~/.gstack/projects/{SLUG}/question-preferences.json. Safety contract (the core of Codex finding #16, profile-poisoning defense from docs/designs/PLAN_TUNING_V0.md §Security model): 1. One-way doors ALWAYS return ASK_NORMALLY from --check, regardless of user preference. User's never-ask is overridden with a visible safety note so the user knows why their preference didn't suppress the prompt. 2. --write requires an explicit `source` field: - Allowed: "plan-tune", "inline-user" - REJECTED with exit code 2: "inline-tool-output", "inline-file", "inline-file-content", "inline-unknown" Rejection is explicit ("profile poisoning defense") so the caller can log and surface the attempt. 3. free_text on --write is sanitized against injection patterns (ignore previous instructions, override:, system:, etc.) and newline-flattened. Each --write also appends a preference-set event to ~/.gstack/projects/{SLUG}/question-events.jsonl for derivation audit trail. 31 tests: - --check behavior (4): defaults, two-way, one-way (one-way overrides never-ask with safety note), unknown ids, missing arg - --check with prefs (5): never-ask on two-way → AUTO_DECIDE; never-ask on one-way → ASK_NORMALLY with override note; always-ask always asks; ask-only-for-one-way flips appropriately - --write valid (5): inline-user accepted, plan-tune accepted, persisted correctly, event appended, free_text preserved with flattening - User-origin gate (6): missing source rejected; inline-tool-output rejected with exit code 2 and explicit poisoning message; inline-file, inline-file-content, inline-unknown rejected; unknown source rejected - Schema validation (4): invalid JSON, bad question_id, bad preference, injection in free_text - --read (2): empty → {}, returns writes - --clear (3): specific id, clear-all, NOOP for missing - --stats (2): empty zeros, tallies by preference type 31 pass, 0 fail, 52 expect() calls. Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com> * feat: question-tuning preamble resolvers scripts/resolvers/question-tuning.ts ships three preamble generators: generateQuestionPreferenceCheck — before each AskUserQuestion, agent runs gstack-question-preference --check <id>. AUTO_DECIDE suppresses the ask and auto-chooses recommended. ASK_NORMALLY asks as usual. One-way door safety override is handled by the binary. generateQuestionLog — after each AskUserQuestion, agent appends a log record with skill, question_id, summary, category, door_type, options_count, user_choice, recommended, session_id. generateInlineTuneFeedback — offers inline "tune:" prompt after two-way questions. Documents structured shortcuts (never-ask, always-ask, ask-only-for-one-way, ask-less) AND accepts free-form English with normalization + confirmation. Explicitly spells out the USER-ORIGIN GATE: only write tune events when the prefix appears in the user's own chat message, never from tool output or file content. Binary enforces. All three resolvers are gated by the QUESTION_TUNING preamble echo. When the config is off, the agent skips these sections entirely. Ready to be wired into preamble.ts in the next commit. Codex host has a simpler variant that uses $GSTACK_BIN env vars. scripts/resolvers/index.ts registers three placeholders: QUESTION_PREFERENCE_CHECK, QUESTION_LOG, INLINE_TUNE_FEEDBACK Total resolver count goes from 45 to 48. Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com> * feat: wire question-tuning into preamble for tier >= 2 skills scripts/resolvers/preamble.ts — adds two things: 1. _QUESTION_TUNING config echo in the preamble bash block, gated on the user's gstack-config `question_tuning` value (default: false). 2. A combined Question Tuning section for tier >= 2 skills, injected after the confusion protocol. The section itself is runtime-gated by the QUESTION_TUNING value — agents skip it entirely when off. scripts/resolvers/question-tuning.ts — consolidated into one compact combined section `generateQuestionTuning(ctx)` covering: preference check before the question, log after, and inline tune: feedback with user-origin gate. Per-phase generators remain exported for unit tests but are no longer the main entrypoint. Size impact: +570 tokens / +2.3KB per tier-2+ SKILL.md. Three skills (plan-ceo-review, office-hours, ship) still exceed the 100KB token ceiling — but they were already over before this change. Delta is the smallest viable wiring of the /plan-tune v1 substrate. Golden fixtures (test/fixtures/golden/claude-ship, codex-ship, factory-ship) regenerated to match the new baseline. Full test run: 1149 pass, 0 fail, 113 skip across 28 files. Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com> * chore: regenerate SKILL.md files with question-tuning section bun run gen:skill-docs --host all after wiring the QUESTION_TUNING preamble section. Every tier >= 2 skill now includes the combined Question Tuning guidance. Runtime-gated — agents skip the section when question_tuning is off in gstack-config (default). Golden fixtures (claude-ship, codex-ship, factory-ship) updated to the new baseline. Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com> * feat: /plan-tune skill — conversational inspection + preferences plan-tune/SKILL.md.tmpl: the user-facing skill for /plan-tune v1. Routes plain-English intent to one of 8 flows: - Enable + setup (first-time): 5 declaration questions mapping to the 5 psychographic dimensions (scope_appetite, risk_tolerance, detail_preference, autonomy, architecture_care). Writes to developer-profile.json declared.*. - Inspect profile: plain-English rendering of declared + inferred + gap. Uses word bands (low/balanced/high) not raw floats. Shows vibe archetype when calibration gate is met. - Review question log: top-20 question frequencies with follow/override counts. Highlights override-heavy questions as candidates for never-ask. - Set a preference: normalizes "stop asking me about X" → never-ask, etc. Confirms ambiguous phrasings before writing via gstack-question-preference. - Edit declared profile: interprets free-form ("more boil-the-ocean") and CONFIRMS before mutating declared.* (trust boundary per Codex #15). - Show gap: declared vs inferred diff with plain-English severity bands (close / drift / mismatch). Never auto-updates declared from the gap. - Stats: preference counts + diversity/calibration status. - Enable / disable: gstack-config set question_tuning true|false. Design constraints enforced: - Plain English everywhere. No CLI subcommand syntax required. Shortcuts (`profile`, `vibe`, `stats`, `setup`) exist but optional. - user-origin gate on tune: writes. source: "plan-tune" for user-invoked /plan-tune; source: "inline-user" for inline tune: from other skills. - One-way doors override never-ask (safety, surfaced to user). - No behavior adaptation in v1 — this skill inspects and configures only. Generates plan-tune/SKILL.md at ~11.6k tokens, well under the 100KB ceiling. Generated for all hosts via `bun run gen:skill-docs --host all`. Full free test suite: 1149 pass, 0 fail, 113 skip across 28 files. Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com> * test: end-to-end pipeline + preamble injection coverage Added 6 tests to test/plan-tune.test.ts: Preamble injection (3 tests): - tier 2+ includes Question Tuning section with preference check, log, and user-origin gate language ('profile-poisoning defense', 'inline-user') - tier 1 does NOT include the prose section (QUESTION_TUNING bash echo still fires since it's in the bash block all tiers share) - codex host swaps binDir references to $GSTACK_BIN End-to-end pipeline (3 tests) — real binaries working together, not mocks: - Log 5 expand choices → --derive → profile shows scope_appetite > 0.5 (full log → registry lookup → signal map → normalization round-trip) - --write source: inline-tool-output rejected; --read confirms no pref was persisted (the profile-poisoning defense actually works end-to-end) - Migrate a 3-session legacy file; confirm legacy gstack-builder-profile shim still returns SESSION_COUNT: 3, TIER: welcome_back, CROSS_PROJECT: true test/plan-tune.test.ts now has 47 tests total. Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com> * test: E2E test for /plan-tune plain-English inspection flow (gate tier) test/skill-e2e-plan-tune.test.ts — verifies /plan-tune correctly routes plain-English intent ("review the questions I've been asked") to the Review question log section without requiring CLI subcommand syntax. Seeds a synthetic question-log.jsonl with 3 entries exercising: - override behavior (user chose expand over recommended selective) - one-way door respect (user followed ship-test-failure-triage recommendation) - two-way override (user skipped recommended changelog polish) Invokes the skill via `claude -p` and asserts: - Agent surfaces >= 2 of 3 logged question_ids in output - Agent notices override/skip behavior from the log - Exit reason is success or error_max_turns (not agent-crash) Gate-tier because the core v1 DX promise is plain-English intent routing. If it requires memorized subcommands or breaks on natural language, that's a regression of the defining feature. Registered in test/helpers/touchfiles.ts with dependencies: - plan-tune/** (skill template + generated md) - scripts/question-registry.ts (required for log lookup) - scripts/psychographic-signals.ts, scripts/one-way-doors.ts (derive path) - bin/gstack-question-log, gstack-question-preference, gstack-developer-profile Skipped when EVALS_ENABLED is not set; runs on `bun run test:evals`. Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com> * chore: bump version and changelog (v0.19.0.0) — /plan-tune v1 Ships /plan-tune as observational substrate: typed question registry, dual-track developer profile (declared + inferred), explicit per-question preferences with user-origin gate, inline tune: feedback across every tier >= 2 skill, unified developer-profile.json with migration from builder-profile.jsonl. Scope rolled back from initial CEO EXPANSION plan after outside-voice review (Codex). 6 deferrals tracked as P0 TODOs with explicit acceptance criteria: E1 substrate wiring, E3 narrative/vibe, E4 blind-spot coach, E5 LANDED celebration, E6 auto-adjustment, E7 psychographic auto-decide. See docs/designs/PLAN_TUNING_V0.md for the full design record. Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com> * fix(ci): harden Dockerfile.ci against transient Ubuntu mirror failures The CI image build failed with: E: Failed to fetch http://archive.ubuntu.com/ubuntu/pool/main/... Connection failed [IP: 91.189.92.22 80] ERROR: process "/bin/sh -c apt-get update && apt-get install ..." did not complete successfully: exit code: 100 archive.ubuntu.com periodically returns "connection refused" on individual regional mirrors. Without retry logic a single failed fetch nukes the whole Docker build. Three defenses, layered: 1. /etc/apt/apt.conf.d/80-retries — apt fetches each package up to 5 times with a 30s timeout. Handles per-package flakes. 2. Shell-loop retry around the whole apt-get step (x3, 10s sleep) — handles the case where apt-get update itself can't reach any mirror. 3. --retry 5 --retry-delay 5 --retry-connrefused on all curl fetches (bun install script, GitHub CLI keyring, NodeSource setup script). Applied to every apt-get and curl call in the Dockerfile. No behavior change on happy path — only kicks in when mirrors blip. Fixes the build-image job that was blocking CI on the /plan-tune PR. Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com> * docs: add PLAN_TUNING_V1 + PACING_UPDATES_V0 design docs Captures the V1 design (ELI10 writing + LOC reframe) in docs/designs/PLAN_TUNING_V1.md and the extracted V1.1 pacing-overhaul plan in docs/designs/PACING_UPDATES_V0.md. V1 scope was reduced from the original bundled pacing + writing-style plan after three engineering-review passes revealed structural gaps in the pacing workstream that couldn't be closed via plan-text editing. TODOS.md P0 entry links to V1.1. Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com> * feat: curated jargon list for V1 writing-style glossing Repo-owned list of ~50 high-frequency technical terms (idempotent, race condition, N+1, backpressure, etc.) that gstack glosses on first use in tier-≥2 skill output. Baked into generated SKILL.md prose at gen-skill-docs time. Terms not on this list are assumed plain-English enough. Contributions via PR. Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com> * feat(preamble): V1 Writing Style section + EXPLAIN_LEVEL echo + migration prompt Adds a new Writing Style section to tier-≥2 preamble output composing with the existing AskUserQuestion Format section. Six rules: jargon glossed on first use per skill invocation (from scripts/jargon-list.json), outcome- framed questions, short sentences, decisions close with user impact, gloss-on-first-use even if user pasted term, user-turn override for "be terse" requests. Baked conditionally (skip if EXPLAIN_LEVEL: terse). Adds EXPLAIN_LEVEL preamble echo using \${binDir} (host-portable matching V0 QUESTION_TUNING pattern). Adds WRITING_STYLE_PENDING echo reading a flag file written by the V0→V1 upgrade migration; on first post-upgrade skill run, the agent fires a one-time AskUserQuestion offering terse mode. Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com> * feat(gstack-config): validate explain_level + document in header Adds explain_level: default|terse to the annotated config header with a one-line description. Whitelists valid values; on set of an unknown value, prints a specific warning ("explain_level '\$VALUE' not recognized. Valid values: default, terse. Using default.") and writes the default value. Matches V1 preamble's EXPLAIN_LEVEL echo expectation. Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com> * feat: V1 upgrade migration — writing-style opt-out prompt New migration script following existing v0.15.2.0.sh / v0.16.2.0.sh pattern. Writes a .writing-style-prompt-pending flag file on first run post-upgrade. The preamble's migration-prompt block reads the flag and fires a one-time AskUserQuestion offering the user a choice between the new default writing style and restoring V0 prose via \`gstack-config set explain_level terse\`. Idempotent via flag files; if the user has already set explain_level explicitly, counts as answered and skips. Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com> * feat: LOC reframe tooling — throughput comparison + README updater + scc installer Three new scripts: - scripts/garry-output-comparison.ts — enumerates Garry-authored commits in 2013 + 2026 on public repos, extracts ADDED lines from git diff, classifies as logical SLOC via scc --stdin (regex fallback if scc missing). Writes docs/throughput-2013-vs-2026.json with per-language breakdown + explicit caveats (public repos only, commit-style drift, private-work exclusion). - scripts/update-readme-throughput.ts — reads the JSON if present, replaces the README's <!-- GSTACK-THROUGHPUT-PLACEHOLDER --> anchor with the computed multiple (preserving the anchor for future runs). If JSON missing, writes GSTACK-THROUGHPUT-PENDING marker that CI rejects — forcing the build to run before commit. - scripts/setup-scc.sh — standalone OS-detecting installer for scc. Not a package.json dependency (95% of users never run throughput). Brew on macOS, apt on Linux, GitHub releases link on Windows. Two-string anchor pattern (PLACEHOLDER vs PENDING) prevents the pipeline from destroying its own update path. Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com> * feat(retro): surface logical SLOC + weighted commits above raw LOC V1 reorders the /retro summary table to lead with features shipped, then commits + weighted commits (commits × files-touched capped at 20), then PRs merged, then logical SLOC added as the primary code-volume metric. Raw LOC stays present but is demoted to context. Rationale inline in the template: ten lines of a good fix is not less shipping than ten thousand lines of scaffold. Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com> * docs(v1): README hero reframe + writing-style + CHANGELOG + version bump to 1.0.0.0 README.md: - Hero removes "600,000+ lines of production code" framing; replaces with the computed 2013-vs-2026 pro-rata multiple (via <!-- GSTACK-THROUGHPUT-PLACEHOLDER --> anchor, filled by the update-readme-throughput build step). - Hiring callout: "ship real products at AI-coding speed" instead of "10K+ LOC/day." - New Writing Style section (~80 words) between Quick start and Install: "v1 prompts = simpler" framing, outcome-language example, terse-mode opt-out, pointer to /plan-tune. CLAUDE.md: one-paragraph Writing style (V1) note under project conventions, linking to preamble resolver + V1 design docs. CHANGELOG.md: V1 entry on top of v0.19.0.0 with user-facing narrative (what changes, how to opt out, for-contributors notes). Mentions scope reduction — pacing overhaul ships in V1.1. CONTRIBUTING.md: one-paragraph note on jargon-list.json maintenance (PR to add/remove terms; regenerate via gen:skill-docs). VERSION + package.json: bump to 1.0.0.0. Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com> * chore: regenerate SKILL.md files + golden fixtures for V1 Mechanical regeneration from the updated templates in prior commits: - Writing Style section now appears in tier-≥2 skill output. - EXPLAIN_LEVEL + WRITING_STYLE_PENDING echoes in preamble bash. - V1 migration-prompt block fires conditionally on first upgrade. - Jargon list inlined into preamble prose at gen time. - Retro template's logical SLOC + weighted commits order applied. Regenerated for all 8 hosts via bun run gen:skill-docs --host all. Golden ship-skill fixtures refreshed from regenerated outputs. Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com> * test: V1 gate coverage — writing-style resolver + config + jargon + migration + dormancy Six new gate-tier test files: - test/writing-style-resolver.test.ts — asserts Writing Style section is injected into tier-≥2 preamble, all 6 rules present, jargon list inlined, terse-mode gate condition present, Codex output uses \$GSTACK_BIN (not ~/.claude/), tier-1 does NOT get the section, migration-prompt block present. - test/explain-level-config.test.ts — gstack-config set/get round-trip for default + terse, unknown-value warns + defaults to default, header documents the key, round-trip across set→set→get. - test/jargon-list.test.ts — shape + ~50 terms + no duplicates (case-insensitive) + includes canonical high-signal terms. - test/v0-dormancy.test.ts — 5D dimension names + archetype names forbidden in default-mode tier-≥2 SKILL.md output, except for plan-tune and office-hours where they're load-bearing. - test/readme-throughput.test.ts — script replaces anchor with number on happy path, writes PENDING marker when JSON missing, CI gate asserts committed README contains no PENDING string. - test/upgrade-migration-v1.test.ts — fresh run writes pending flag, idempotent after user-answered, pre-existing explain_level counts as answered. All 95 V1 test-expect() calls pass. Full suite: 0 failures. Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com> * feat: compute real 2013-vs-2026 throughput multiple (130.2×) Ran scripts/garry-output-comparison.ts across all 15 public garrytan/* repos. Aggregated results into docs/throughput-2013-vs-2026.json and ran scripts/update-readme-throughput.ts to replace the README placeholder. 2013 public activity: 2 commits, 2,384 logical lines added across 1 week, in 1 repo (zurb-foundation-wysihtml5 upstream contribution). 2026 public activity: 279 commits, 310,484 logical lines added across 17 active weeks, in 3 repos (gbrain, gstack, resend_robot). Multiples (public repos only, apples-to-apples): - Logical SLOC: 130.2× - Commits per active week: 8.2× - Raw lines added: 134.4× Private work at both eras (2013 Bookface at YC, Posterous-era code, 2026 internal tools) is excluded from this comparison. Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com> * feat: 207× throughput multiple (with private repos + Bookface) Re-ran scripts/garry-output-comparison.ts across all 41 repos under garrytan/* (15 public + 26 private), including Bookface (YC's internal social network, 2013-era work). 2013 activity: 71 commits, 5,143 logical lines, 4 active repos (bookface, delicounter, tandong, zurb-foundation-wysihtml5) 2026 activity: 350 commits, 1,064,818 logical lines, 15 active repos (gbrain, gstack, gbrowser, tax-app, kumo, tenjin, autoemail, kitsune, easy-chromium-compiles, conductor-playground, garryslist-agent, baku, gstack-website, resend_robot, garryslist-brain) Multiples: - Logical SLOC: 207× (up from 130.2× when including private work) - Raw lines: 223× - Commits/active-week: 3.4× Stopped committing docs/throughput-2013-vs-2026.json — analysis is a local artifact, not repo state. Added docs/throughput-*.json to .gitignore. Full markdown analysis at ~/throughput-analysis-2026-04-18.md (local-only). README multiple is now hardcoded; re-run the script and edit manually when you want to refresh it. Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com> * docs: run rate vs year-to-date throughput comparison Two separate numbers in the README hero: - Run rate: ~700× (9,859 logical lines/day in 2026 vs 14/day in 2013) - Year-to-date: 207× (2026 through April 18 already exceeds 2013 full year by 207×) Previous "207× pro-rata" framing mixed full-year 2013 vs partial-year 2026. Run rate is the apples-to-apples normalization; YTD is the "already produced" total. Both are honest; both are compelling; they measure different things. Analysis at ~/throughput-analysis-2026-04-18.md (local-only). Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com> * feat(throughput): script natively computes to-date + run-rate multiples Enhanced scripts/garry-output-comparison.ts so both calculations come out of a single run instead of being reassembled ad-hoc in bash: PerYearResult now includes: - days_elapsed — 365 for past years, day-of-year for current - is_partial — flags the current (in-progress) year - per_day_rate — logical/raw/commits normalized by calendar day - annualized_projection — per_day_rate × 365 Output JSON's `multiples` now has two sibling blocks: - multiples.to_date — raw volume ratios (2026-YTD / 2013-full-year) - multiples.run_rate — per-day pace ratios (apples-to-apples) Back-compat: multiples.logical_lines_added still aliases to_date for older consumers reading the JSON. Updated README hero to cite both (picking up brain/* repo that was missed in the earlier aggregation pass): 2026 run rate: ~880× my 2013 pace (12,382 vs 14 logical lines/day) 2026 YTD: 260× the entire 2013 year Stderr summary now prints both multiples at the end of each run. Full analysis at ~/throughput-analysis-2026-04-18.md (local-only). Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com> * docs: ON_THE_LOC_CONTROVERSY methodology post + README link Long-form response to the "LOC is a meaningless vanity metric" critique. Covers: - The three branches of the LOC critique and which are right - Why logical SLOC (NCLOC) beats raw LOC as the honest measurement - Full method: author-scoped git diff, regex-classified added lines, aggregated across 41 public + private garrytan/* repos - Both calculations: to-date (260x) and run-rate (879x) - Steelman of the critics (greenfield-vs-maintenance, survivorship bias, quality-adjusted productivity, time-to-first-user) - Reproduction instructions Linked from README hero via a blockquote directly below the number. Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com> * exclude: tax-app from throughput analysis (import-dominated history) tax-app's history is one commit of 104K logical lines — an initial import of a codebase, not authored work. Removing it to keep the comparison honest. Changes: - scripts/garry-output-comparison.ts: added EXCLUDED_REPOS constant with tax-app + a one-line rationale. The script now skips excluded repos with a stderr note and deletes any stale output JSON so aggregation loops don't pick up pre-exclusion numbers. - README hero: updated to 810× run rate + 240× YTD (were 880×/260×). Wording updated to "40 public + private repos ... after excluding repos dominated by imported code." - docs/ON_THE_LOC_CONTROVERSY.md: updated all numbers, added an "Exclusions" paragraph explaining tax-app, removed tax-app from the "shipped not WIP" example list. New numbers (2026 through day 108, without tax-app): - To-date: 240× logical SLOC (1,233,062 vs 5,143) - Run rate: 810× per-day pace (11,417 vs 14 logical/day) - Annualized: ~4.2M logical lines projected Future re-runs automatically skip tax-app. Add more exclusions to EXCLUDED_REPOS at the top of the script with a one-line rationale. Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com> * fix: correct tax-app exclusion rationale tax-app is a demo app I built for an upcoming YC channel video, not an "import-dominated history" as the previous commit claimed. Excluded because it's not production shipping work, not because of an import commit. Updated rationale in scripts/garry-output-comparison.ts's EXCLUDED_REPOS constant, in docs/ON_THE_LOC_CONTROVERSY.md's method section + conclusion, and in the README hero wording ("one demo repo" vs the earlier "repos dominated by imported code"). Numbers unchanged — the exclusion itself is the same, just the reason. Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com> * docs: harden ON_THE_LOC_CONTROVERSY against Cramer + neckbeard critiques Reframes the thesis as "engineers can fly now" (amplification, not replacement) and fortifies the soft spots critics will attack. Added: - Flight-thesis opener: pilot vs walker, leverage not replacement. - Second deflation layer for AI verbosity (on top of NCLOC). Headline moves from 810x to 408x after generous 2x AI-boilerplate cut, with explicit sensitivity analysis showing the number is still large under pessimistic priors (5x → 162x, 10x → 81x, 100x impossible). - Weekly distribution check (kills "you had one burst week" attack). - Revert rate (2.0%) and post-merge fix rate (6.3%) with OSS comparables (K8s/Rails/Django band). Addresses "where are your error rates" directly. - Named production adoption signals (gstack 1000+ installs, gbrain beta, resend_robot paying API) with explicit concession that "shipped != used at scale" for most of the corpus. - Harder steelman: 5 specific concessions with quantified pivot points (e.g., "if 2013 baseline was 3.5x higher, 810x → 228x, still high"). Removed factual error: Posterous acquisition paragraph (Garry had already left Posterous by 2011, so the "Twitter bought our private repos" excuse for the 2013 corpus gap doesn't apply). Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com> * docs: update gstack/gbrain adoption numbers in LOC controversy post gstack: "1,000+ distinct project installations" → "tens of thousands of daily active users" (telemetry-reported, community tier, opt-in). gbrain: "small set of beta testers" → "hundreds of beta testers running it live." Both are the accurate current numbers. The concession paragraph below (about shipped != adopted at scale for the long-tail repos) still reads correctly since it's about the corpus as a whole, not gstack/gbrain specifically. Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com> * docs: reframe reproducibility note as OSS breakout flex "You'd need access to my private repos" → "Bookface and Posthaven are private, but gstack and gbrain are open-sourced with tens of thousands of GitHub stars and tens of thousands of confirmed regular users, among the most-used OSS projects in the world that didn't exist three months ago." Keeps the `gh repo list` command at the end for the actual reproducibility instruction. Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com> * Rewrite LOC controversy post - Lead with concession (LOC is garbage, do the math anyway) - Preempt 14 lines/day meme with historical baselines (Brooks, Jones, McConnell) - Remove 'neckbeard' language throughout - Add slop-scan story (Ben Vinegar, 5.24 → 1.96, 62% cut) - David Cramer GUnit joke - Add testing philosophy section (the real unlock) - ASCII weekly distribution chart - gstack telemetry section with real numbers (15K installs, 305K invocations, 95.2% success) - Top skills usage chart - Pick-your-priors paragraph moved earlier (the killer) - Sharper close: run the script, show me your numbers * docs: four precision fixes on LOC controversy post 1. Citation fix. Kernighan didn't say anything about LOC-as-metric (that's the famous "aircraft building by weight" quote, commonly misattributed but actually Bill Gates). Replaced "Kernighan implied it before that" with the real Dijkstra quote ("lines produced" vs "lines spent" from EWD1036, with direct link) + the Gates quote. Verified via web search. 2. Slop-scan direction clarified. "(highest on his benchmark)" was ambiguous — could read as a brag. Now: "Higher score = more slop. He ran it on gstack and we scored 5.24, the worst he'd measured at the time." Then the 62% cut lands as an actual win. 3. Prose/chart skill-usage ordering now matches. Added /plan-eng-review (28,014) to the prose list so it doesn't conflict with the chart below it. 4. Cut the "David — I owe you one / GUnit" insider joke. Most readers won't connect Cramer → Sentry → GUnit naming. Ends the slop-scan paragraph on the stronger line: "Run `bun test` and watch 2,000+ tests pass." Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com> * docs: tighten four LOC post citations to match primary sources 1. Bill Gates quote: flagged as folklore-grade. Was "Bill Gates put it more memorably" (firm attribution). Now "The old line (widely attributed to Bill Gates, sourcing murky) puts it more memorably." The quote stands; honesty about attribution avoids the same misattribution trap we just fixed for Kernighan. 2. Capers Jones: "15-50 across thousands of projects" → "roughly 16-38 LOC/day across thousands of projects" — matches his actual published measurements (which also report as 325-750 LOC/month). 3. Steve McConnell: "10-50 for finished, tested, delivered code" was folklore. Replaced with his actual project-size-dependent range from Code Complete: "20-125 LOC/day for small projects (10K LOC) down to 1.5-25 for large projects (10M LOC) — it's size-dependent, not a single number." 4. Revert rate comparison: "Kubernetes, Rails, and Django historically run 1.5-3%" was unsourced. Replaced with "mature OSS codebases typically run 1-3%" + "run the same command on whatever you consider the bar and compare." No false specificity about which repos. Net: every quantitative citation in the post now matches primary-source figures or is explicitly flagged as folklore. Neckbeards can verify. Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com> * docs: drop Writing style section from README Was sitting in prime real estate between Quick start and Install — internal implementation detail, not something users need up-front. Existing coverage is enough: - Upgrade migration prompt notifies users on first post-upgrade run - CLAUDE.md has the contributor note - docs/designs/PLAN_TUNING_V1.md has the full design Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com> * docs: collapse team-mode setup into one paste-and-go command Step 2 was three separate code blocks: setup --team, then team-init, then git add/commit. Mirrors Step 1's style now — one shell one-liner that does all three. Subshell (cd && ./setup --team) keeps the user in their repo pwd so team-init + git commit land in the right place. "Swap required for optional" moved to a one-liner below. Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com> * docs: move full-clone footnote from README to CONTRIBUTING The "Contributing or need full history?" note is for contributors, not for someone following the README install flow. Moved into CONTRIBUTING's Quick start section where it fits next to the existing clone command, with a tip to upgrade an existing shallow clone via \`git fetch --unshallow\`. Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com> --------- Co-authored-by: Claude Opus 4.7 (1M context) <noreply@anthropic.com> Co-authored-by: root <root@localhost> |
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Garry Tan
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b805aa0113 |
feat: Confusion Protocol, Hermes + GBrain hosts, brain-first resolver (v0.18.0.0) (#1005)
* feat: add Confusion Protocol to preamble resolver Injects a high-stakes ambiguity gate at preamble tier >= 2 so all workflow skills get it. Fires when Claude encounters architectural decisions, data model changes, destructive operations, or contradictory requirements. Does NOT fire on routine coding. Addresses Karpathy failure mode #1 (wrong assumptions) with an inline STOP gate instead of relying on workflow skill invocation. Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com> * feat: add Hermes and GBrain host configs Hermes: tool rewrites for terminal/read_file/patch/delegate_task, paths to ~/.hermes/skills/gstack, AGENTS.md config file. GBrain: coding skills become brain-aware when GBrain mod is installed. Same tool rewrites as OpenClaw (agents spawn Claude Code via ACP). GBRAIN_CONTEXT_LOAD and GBRAIN_SAVE_RESULTS NOT suppressed on gbrain host, enabling brain-first lookup and save-to-brain behavior. Both registered in hosts/index.ts with setup script redirect messages. Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com> * feat: GBrain resolver — brain-first lookup and save-to-brain New scripts/resolvers/gbrain.ts with two resolver functions: - GBRAIN_CONTEXT_LOAD: search brain for context before skill starts - GBRAIN_SAVE_RESULTS: save skill output to brain after completion Placeholders added to 4 thinking skill templates (office-hours, investigate, plan-ceo-review, retro). Resolves to empty string on all hosts except gbrain via suppressedResolvers. GBRAIN suppression added to all 9 non-gbrain host configs. Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com> * feat: wire slop:diff into /review as advisory diagnostic Adds Step 3.5 to the review template: runs bun run slop:diff against the base branch to catch AI code quality issues (empty catches, redundant return await, overcomplicated abstractions). Advisory only, never blocking. Skips silently if slop-scan is not installed. Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com> * docs: add Karpathy compatibility note to README Positions gstack as the workflow enforcement layer for Karpathy-style CLAUDE.md rules (17K stars). Links to forrestchang/andrej-karpathy-skills. Maps each Karpathy failure mode to the gstack skill that addresses it. Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com> * fix: improve native OpenClaw thinking skills office-hours: add design doc path visibility message after writing ceo-review: add HARD GATE reminder at review section transitions retro: add non-git context support (check memory for meeting notes) Mirrors template improvements to hand-crafted native skills. Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com> * chore: update tests and golden fixtures for new hosts - Host count: 8 → 10 (hermes, gbrain) - OpenClaw adapter test: expects undefined (dead code removed) - Golden ship fixtures: updated with Confusion Protocol + vendoring Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com> * chore: regenerate all SKILL.md files Regenerated from templates after Confusion Protocol, GBrain resolver placeholders, slop:diff in review, HARD GATE reminders, investigation learnings, design doc visibility, and retro non-git context changes. Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com> * docs: update project documentation for v0.18.0.0 - CHANGELOG: add v0.18.0.0 entry (Confusion Protocol, Hermes, GBrain, slop in review, Karpathy note, skill improvements) - CLAUDE.md: add hermes.ts and gbrain.ts to hosts listing - README.md: update agent count 8→10, add Hermes + GBrain to table - VERSION: bump to 0.18.0.0 Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com> * chore: sync package.json version to 0.18.0.0 Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com> * fix: extract Step 0 from review SKILL.md in E2E test The review-base-branch E2E test was copying the full 1493-line review/SKILL.md into the test fixture. The agent spent 8+ turns reading it in chunks, leaving only 7 turns for actual work, causing error_max_turns on every attempt. Now extracts only Step 0 (base branch detection, ~50 lines) which is all the test actually needs. Follows the CLAUDE.md rule: "NEVER copy a full SKILL.md file into an E2E test fixture." Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com> * feat: update GBrain and Hermes host configs for v0.10.0 integration GBrain: add 'triggers' to keepFields so generated skills pass checkResolvable() validation. Add version compat comment. Hermes: un-suppress GBRAIN_CONTEXT_LOAD and GBRAIN_SAVE_RESULTS. The resolvers handle GBrain-not-installed gracefully, so Hermes agents with GBrain as a mod get brain features automatically. Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com> * feat: GBrain resolver DX improvements and preamble health check Resolver changes: - gbrain query → gbrain search (fast keyword search, not expensive hybrid) - Add keyword extraction guidance for agents - Show explicit gbrain put_page syntax with --title, --tags, heredoc - Add entity enrichment with false-positive filter - Name throttle error patterns (exit code 1, stderr keywords) - Add data-research routing for investigate skill - Expand skillSaveMap from 4 to 8 entries - Add brain operation telemetry summary Preamble changes: - Add gbrain doctor --fast --json health check for gbrain/hermes hosts - Parse check failures/warnings count - Show failing check details when score < 50 Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com> * fix: preserve keepFields in allowlist frontmatter mode The allowlist mode hard-coded name + description reconstruction but never iterated keepFields for additional fields. Adding 'triggers' to keepFields was a no-op because the field was silently stripped. Now iterates keepFields and preserves any field beyond name/description from the source template frontmatter, including YAML arrays. Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com> * feat: add triggers to all 38 skill templates Multi-word, skill-specific trigger keywords for GBrain's RESOLVER.md router. Each skill gets 3-6 triggers derived from its "Use when asked to..." description text. Avoids single generic words that would collide across skills (e.g., "debug this" not "debug"). These are distinct from voice-triggers (speech-to-text aliases) and serve GBrain's checkResolvable() validation. Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com> * chore: regenerate all SKILL.md files and update golden fixtures Regenerated from updated templates (triggers, brain placeholders, resolver DX improvements, preamble health check). Golden fixtures updated to match. Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com> * fix: settings-hook remove exits 1 when nothing to remove gstack-settings-hook remove was exiting 0 when settings.json didn't exist, causing gstack-uninstall to report "SessionStart hook" as removed on clean systems where nothing was installed. Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com> * docs: update project documentation for GBrain v0.10.0 integration ARCHITECTURE.md: added GBRAIN_CONTEXT_LOAD and GBRAIN_SAVE_RESULTS to resolver table. CHANGELOG.md: expanded v0.18.0.0 entry with GBrain v0.10.0 integration details (triggers, expanded brain-awareness, DX improvements, Hermes brain support), updated date. CLAUDE.md: added gbrain to resolvers/ directory comment. Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com> * fix: routing E2E stops writing to user's ~/.claude/skills/ installSkills() was copying SKILL.md files to both project-level (.claude/skills/ in tmpDir) and user-level (~/.claude/skills/). Writing to the user's real install fails when symlinks point to different worktrees or dangling targets (ENOENT on copyFileSync). Now installs to project-level only. The test already sets cwd to the tmpDir, so project-level discovery works. Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com> * chore: scale Gemini E2E back to smoke test Gemini CLI gets lost in worktrees on complex tasks (review times out at 600s, discover-skill hits exit 124). Nobody uses Gemini for gstack skill execution. Replace the two failing tests (gemini-discover-skill and gemini-review-findings) with a single smoke test that verifies Gemini can start and read the README. 90s timeout, no skill invocation. Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com> --------- Co-authored-by: Claude Opus 4.6 (1M context) <noreply@anthropic.com> |
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Garry Tan
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dae251e066 |
feat: team-friendly gstack install mode (v0.15.7.0) (#809)
* feat: add gstack-settings-hook for atomic Claude Code hook management DRY helper for adding/removing SessionStart hooks in ~/.claude/settings.json. Handles missing files, deduplication, malformed JSON, and atomic writes (.tmp + rename) to prevent corruption on crash or disk-full. Part of team-install-mode feature (credit: Jared Friedman). Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com> * feat: add gstack-session-update for automatic team updates SessionStart hook target that auto-updates gstack at session start. Background fork (zero latency), throttled to once/hour, with lockfile (mkdir + PID), stale lock recovery, GIT_TERMINAL_PROMPT=0, and debug logging to ~/.gstack/analytics/session-update.log. Part of team-install-mode feature (credit: Jared Friedman). Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com> * feat: add --team, --no-team, -q flags to setup --team enables auto_upgrade and registers SessionStart hook via gstack-settings-hook. --no-team reverses it. -q/--quiet suppresses all informational output (for hook-triggered setup runs). --local now prints a deprecation warning. Replaces ~20 echo calls with log() helper for quiet mode support. Part of team-install-mode feature (credit: Jared Friedman). Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com> * feat: add gstack-team-init for repo-level team bootstrapping Two modes: 'optional' (gentle CLAUDE.md suggestion) and 'required' (CLAUDE.md enforcement + .claude/hooks/check-gstack.sh PreToolUse hook that blocks work without gstack installed). Atomic JSON writes, idempotent, prints git add instructions. Part of team-install-mode feature (credit: Jared Friedman). Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com> * docs: deprecate vendoring, document team mode, clean up uninstall - README: replace "Step 2: Add to your repo" vendoring instructions with team mode (./setup --team + gstack-team-init) - CLAUDE.md: rename "Vendored symlink awareness" to "Dev symlink awareness", add deprecation note - CONTRIBUTING.md: remove vendoring language from prefix section - bin/gstack-uninstall: clean up SessionStart hook on uninstall Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com> * feat: add vendoring deprecation detection to skill preamble Detects vendored gstack in CWD (.claude/skills/gstack/ that's not a symlink and has VERSION or .git). Outputs VENDORED_GSTACK: yes/no. Adds generateVendoringDeprecation() section that offers one-time migration to team mode via AskUserQuestion. Part of team-install-mode feature (credit: Jared Friedman). Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com> * chore: regenerate SKILL.md files with vendoring deprecation preamble Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com> * feat: team mode (v0.15.7.0) — credit Jared Friedman Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com> * test: add integration tests for team mode (20 tests) Covers gstack-settings-hook (add, remove, dedup, preserve existing, atomic write), gstack-session-update (guards, throttle, non-fatal), gstack-team-init (optional, required, enforcement hook, idempotent), and setup flags (-q, --local deprecation). Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com> --------- Co-authored-by: Claude Opus 4.6 (1M context) <noreply@anthropic.com> |
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Garry Tan
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e2d005c7f4 |
feat: OpenClaw integration v2 — prompt is the bridge (v0.15.9.0) (#816)
* feat: add includeSkills to HostConfig + update OpenClaw config Add includeSkills allowlist field with union logic (include minus skip). Update OpenClaw to generate only 4 native methodology skills (office-hours, plan-ceo-review, investigate, retro). Remove staticFiles.SOUL.md reference (pointed to non-existent file). * feat: OpenClaw integration — gstack-lite/full generation + spawned session detection Add includeSkills filter to gen-skill-docs pipeline. Generate gstack-lite (planning discipline for spawned coding sessions) and gstack-full (complete feature pipeline) for OpenClaw host. Add OPENCLAW_SESSION env var detection in preamble for spawned session auto-detect. Update setup --host openclaw to print redirect message. * docs: OpenClaw architecture doc + regenerate all SKILL.md with spawned session detection Add docs/OPENCLAW.md with 4-tier dispatch routing and integration architecture. Generate gstack-lite and gstack-full prompt templates. Regenerate all SKILL.md files with OPENCLAW_SESSION env var check in preamble. * test: update golden baselines + OpenClaw includeSkills tests Update golden SKILL.md baselines for preamble SPAWNED_SESSION change. Replace staticFiles SOUL.md test with includeSkills validation. * chore: bump version and changelog (v0.15.9.0) Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com> * fix: remove all Wintermute references from source files Replace with generic "orchestrator" or "OpenClaw" as appropriate. Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com> * feat: add Plan dispatch tier — full review gauntlet for Claude Code project planning New gstack-plan template chains /office-hours → /autoplan (CEO + eng + design + DX + codex adversarial), saves the reviewed plan, and reports back to the orchestrator. The orchestrator persists the plan link to its own memory store. 5 tiers now: Simple, Medium, Heavy, Full, Plan. Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com> --------- Co-authored-by: Claude Opus 4.6 (1M context) <noreply@anthropic.com> |
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Garry Tan
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447851452a |
feat: interactive /plan-devex-review + plan mode skill fix (v0.15.5.0) (#796)
* fix: skill invocation during plan mode takes precedence over generic plan mode Adds a "Skill Invocation During Plan Mode" section to the preamble resolver so all generated SKILL.md files include it. Fixes a bug where Claude treats loaded skill content as reference material instead of executable instructions, and keeps trying to ExitPlanMode instead of following the skill workflow step by step. Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com> * feat: interactive /plan-devex-review with persona, benchmarks, and forcing questions Complete rewrite of the DX review skill to match CEO/eng review depth. New flow: investigate (persona, empathy, competitors, magical moment, journey tracing) then force decisions, then score with evidence. Three modes: DX EXPANSION, DX POLISH, DX TRIAGE. 20-45 interactive STOP points vs 10-12 before. Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com> * chore: autoplan DX POLISH mode + review log schema for new devex fields Adds mode selection, persona, competitive, and magical moment override rules to autoplan Phase 3.5. Documents new review log fields (mode, persona, competitive_tier) in the plan-file-review-report schema. Syncs package.json version to VERSION. Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com> * docs: update project documentation for v0.15.5.0 Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com> --------- Co-authored-by: Claude Opus 4.6 (1M context) <noreply@anthropic.com> |
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Garry Tan
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be96ff5ce7 |
feat: /plan-devex-review + /devex-review — DX review skills (v0.15.3.0) (#784)
* feat: add DX framework resolver for shared principles and scoring rubric
New {{DX_FRAMEWORK}} resolver provides compact (~150 lines) shared content
for /plan-devex-review and /devex-review: Addy Osmani's 8 DX principles,
7 characteristics table, 10 cognitive patterns, scoring rubric, and TTHW
benchmarks. Hall of Fame examples loaded on-demand per pass to avoid bloat.
Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
* feat: add DX Review row to review dashboard
Adds plan-devex-review and devex-review schema entries to the review
dashboard resolver and placeholder table in the preamble. All existing
SKILL.md files regenerated to include the new DX Review row.
Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
* feat: /plan-devex-review skill — DX plan review with Osmani framework
Plan-stage developer experience review. Rates 8 DX dimensions 0-10:
getting started, API/CLI/SDK design, error messages, docs, upgrade path,
dev environment, community, and DX measurement. Includes developer empathy
simulation, auto-detect product type with applicability gate, DX scorecard
with trend tracking, and a conditional Claude Code Skill DX checklist.
Hall of Fame examples loaded on-demand per pass from dx-hall-of-fame.md.
Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
* feat: /devex-review skill — live DX audit with browse
Live-system developer experience audit using browse tool. Tests all 8
dimensions aligned with /plan-devex-review for boomerang comparison
(plan said 3 min TTHW, reality says 8). Each dimension marked TESTED,
INFERRED, or N/A with evidence. Scope-aware: declares what browse can
and cannot test, falls back to file artifacts for untestable dimensions.
Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
* chore: bump version and changelog (v0.15.3.0)
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
---------
Co-authored-by: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
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Garry Tan
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562a67503a |
feat: Session Intelligence Layer — /checkpoint + /health + context recovery (v0.15.0.0) (#733)
* feat: session timeline binaries (gstack-timeline-log + gstack-timeline-read) New binaries for the Session Intelligence Layer. gstack-timeline-log appends JSONL events to ~/.gstack/projects/$SLUG/timeline.jsonl. gstack-timeline-read reads, filters, and formats timeline data for /retro consumption. Timeline is local-only project intelligence, never sent anywhere. Always-on regardless of telemetry setting. Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com> * feat: preamble context recovery + timeline events + predictive suggestions Layers 1-3 of the Session Intelligence Layer: - Timeline start/complete events injected into every skill via preamble - Context recovery (tier 2+): lists recent CEO plans, checkpoints, reviews - Cross-session injection: LAST_SESSION and LATEST_CHECKPOINT for branch - Predictive skill suggestion from recent timeline patterns - Welcome back message synthesis - Routing rules for /checkpoint and /health Timeline writes are NOT gated by telemetry (local project intelligence). Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com> * feat: /checkpoint + /health skills (Layers 4-5) /checkpoint: save/resume/list working state snapshots. Supports cross-branch listing for Conductor workspace handoff. Session duration tracking. /health: code quality scorekeeper. Wraps project tools (tsc, biome, knip, shellcheck, tests), computes composite 0-10 score, tracks trends over time. Auto-detects tools or reads from CLAUDE.md ## Health Stack. Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com> * chore: regenerate SKILL.md files + add timeline tests 9 timeline tests (all passing) mirroring learnings.test.ts pattern. All 34 SKILL.md files regenerated with new preamble (context recovery, timeline events, routing rules for /checkpoint and /health). Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com> * chore: bump version and changelog (v0.15.0.0) Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com> * docs: update self-learning roadmap post-Session Intelligence R1-R3 marked shipped with actual versions. R4 becomes Adaptive Ceremony (trust as separate policy engine, scope-aware, gradual degradation). R5 becomes /autoship (resumable state machine, not linear chain). R6-R7 unbundled from old R5. Added State Systems reference, Risk Register (Codex-reviewed), and validation metrics for R4. Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com> * test: E2E tests for Session Intelligence (timeline, recovery, checkpoint) 3 gate-tier E2E tests: - timeline-event-flow: binary data flow round-trip (no LLM) - context-recovery-artifacts: seeded artifacts appear in preamble - checkpoint-save-resume: checkpoint file created with YAML frontmatter Also fixes package.json version sync (0.14.6.0 → 0.15.0.0). Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com> --------- Co-authored-by: Claude Opus 4.6 (1M context) <noreply@anthropic.com> |