mirror of https://github.com/garrytan/gstack.git
4 Commits
| Author | SHA1 | Message | Date |
|---|---|---|---|
Garry Tan
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66f3a180d3
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v1.43.2.0 fix wave: post-Daegu paper-cut — 18 fixes, 28 bisect commits (#1642)
* fix(gbrain-sync): --full produces an empty code index on first run of a new repo
`gbrain reindex-code` only RE-EMBEDS pages that already exist; it never walks
the filesystem. On a freshly-registered source (0 pages), a --full run that
called reindex-code alone found nothing ("No code pages to reindex"), finished
in ~1s, and left the code index permanently empty while still reporting OK.
Fix: --full now runs `sync --strategy code` FIRST to create pages via the file
walk, then runs `reindex-code` to honor the documented "full walk + reindex"
contract for both fresh and populated sources.
Contributed by @jetsetterfl via #1584.
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
* fix(gbrain-local-status): classifier falsely reports broken-db inside repos with their own DATABASE_URL
The freshClassify probe ran `gbrain sources list --json` with the inherited
process env. When the probe ran from inside a repo with its own .env (an app
DATABASE_URL on a different port), Bun autoloaded the project's .env, gbrain
connected to the wrong database, and the classifier reported broken-db on
otherwise-healthy brains.
Fix: route the probe env through `buildGbrainEnv` from lib/gbrain-exec, the
same helper the sync orchestrator uses. DATABASE_URL is seeded from
~/.gbrain/config.json so the result is cwd-independent. The 60s cache can no
longer propagate a poisoned negative to clean directories.
Contributed by @jetsetterfl via #1583.
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
* fix(retro): stale-base + bad-today-anchor pre-flight guard (#1624)
/retro silently produced confidently-wrong output when "today" drifted (model
session-context error) or when origin/<default> was materially behind the
actual remote — git log --since returned zero or near-zero commits and the
narrative was fabricated from nothing.
Adds Step 0.5 with four ordered pre-check branches before any window analysis:
A. No 'origin' remote → skip with "base freshness not verified" note
B. Detached HEAD → skip with "base freshness not verified" note
C. `git fetch origin <default>` fails (offline) → warn, proceed against
last-known origin/<default>
D. Fetch succeeded → compare today vs latest origin/<default> commit; if
gap > window-days, BLOCK with explicit citation of latest-commit date.
Skip paths still proceed to Step 1, but the disclosure is carried into the
retro narrative ("offline run, window not freshness-verified") so the output
is never silently confidently-wrong.
Atomic .tmpl + gen:skill-docs regen commit (T-Codex-3 pattern).
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
* test(retro): regression for #1624 stale-base pre-flight guard
13 static-invariant tests pinning the four ordered pre-check branches in
retro/SKILL.md.tmpl:Step 0.5:
A. no-remote skip — must check origin presence + set verdict
B. detached-HEAD skip — must gate behind prior verdict (ordering)
C. fetch-fail warn — must match `if !` or `||` shape, gate by verdict
D. stale-base BLOCK — must read latest-commit ISO date, cite remediation
Plus a disclosure-survives-to-narrative invariant: skip-path verdicts must be
named in prose so the retro output carries the cited reason rather than
silently misreporting.
Failing build if Step 0.5 is removed, branches re-ordered (no-remote no longer
wins), or the BLOCK message stops citing today/latest-commit/remediation
path.
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
* fix(gbrain-sync): configurable timeouts + resume from gbrain checkpoint (#1611)
The memory and code stages hardcoded a 35-min spawn timeout. On brains with
~2000+ staged files, /sync-gbrain --full reliably SIGTERM'd the child at
exactly 35 minutes with exit 143. gbrain left ~/.gbrain/import-checkpoint.json
pointing at the staging dir, but gstack-memory-ingest's SIGTERM handler
unconditionally cleaned the dir up — so the next run found a checkpoint
pointing at nothing and restaged from scratch, repeating the SIGTERM forever.
Three changes:
1. Configurable timeouts via env (bounds 60_000ms - 86_400_000ms, default
2_100_000ms = 35min unchanged):
GSTACK_SYNC_MEMORY_TIMEOUT_MS
GSTACK_SYNC_CODE_TIMEOUT_MS
Out-of-range or non-numeric values warn and fall back to the default.
2. SIGTERM in gstack-memory-ingest no longer always cleans up the staging
dir. If gbrain has written ~/.gbrain/import-checkpoint.json pointing at
the active staging dir, the dir is PRESERVED for next-run resume.
Otherwise (no checkpoint pointing here, crash before gbrain ever
touched it) it's cleaned up as before.
3. Next /sync-gbrain run detects gbrain's checkpoint via decideResume() in
gstack-gbrain-sync.ts:
- no checkpoint → fresh ingest pass
- checkpoint + staging ok → set GSTACK_INGEST_RESUME_DIR; child
reuses staging dir and skips
writeStaged; gbrain import resumes
from processedIndex+1
- checkpoint + staging gone → warn "previous checkpoint stale
(staging dir gone), restaging from
scratch" and proceed
Reuses gbrain's own checkpoint as the source of truth (D1 — no double-store
state). Detect-then-fallback semantics per C1.
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
* test(gbrain-sync): regression for #1611 timeouts + resume
19 tests across three surfaces:
- resolveStageTimeoutMs (10 tests): undefined/empty → default; non-numeric,
zero, negative, below-floor, above-ceiling → warn + default; at-floor,
at-ceiling, valid mid-range → accepted as-is.
- decideResume (6 tests): no checkpoint, corrupt JSON, checkpoint + staging
ok, checkpoint + staging missing, checkpoint with no dir, checkpoint with
empty dir.
- SIGTERM staging preservation (3 static invariants): memory-ingest signal
handler must check stagingDirIsCheckpointed BEFORE cleanup; preserve
branch must come before cleanup branch (ordering); orchestrator must
pass GSTACK_INGEST_RESUME_DIR to the grandchild on resume.
Also threads process.env.HOME through readGbrainCheckpoint and
stagingDirIsCheckpointed so tests can redirect home. os.homedir() caches
at process start and ignores later mutation, so the env override is the
only reliable test injection point.
Failing build if the timeout bounds are removed, the resume detection
short-circuits incorrectly, or the SIGTERM handler regresses to
unconditional cleanup.
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
* fix(review): pre-emit verification gate kills Django-shape FP class (#1539)
External user filed 4/8 false positives on a /review run against a Django +
DRF + PostgreSQL repo (Sprint 2.5). Every FP class was the same shape:
"resolvable in <5 minutes by viewing the actual code or running a simple
grep" — fields that don't exist on the model, dict.get()-might-be-None on a
form that returns {}-initialized cleaned_data, standard ORM save behavior
called out as data loss.
Extends the Confidence Calibration resolver (consumed by review, cso,
plan-eng-review, ship) with a Pre-emit verification gate:
Every finding MUST quote the specific code line that motivates it
(file:line + verbatim text). If the reviewer cannot produce the quote,
the finding is unverified — its confidence is forced to 4-5 so the
existing "Suppress from main report" rule fires automatically. The
finding still goes to the appendix for calibration audit, but the user
does not see it in the critical-pass output.
Reuses the existing suppression mechanism — no new code path. The FP
classes the gate kills are enumerated in the resolver text so reviewers
see the named patterns.
Framework-meta nudge included for Django Meta, Rails associations,
SQLAlchemy relationships, TypeORM decorators, Sequelize init, Prisma
generated client — the reviewer must quote the meta-construct that
generates the symbol, not just grep for the literal name. Deeper
framework-aware ORM verification (model introspection, migration-history-
aware checks) is deliberately deferred to a future wave per T-Codex-2.
Atomic .tmpl-equivalent (resolver) edit + gen:skill-docs regen commit
per T-Codex-3.
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
* test(review): regression for #1539 pre-emit verification gate
12 tests pinning the gate behavior:
- Resolver emits the gate header + #1539 reference
- Gate requires quoting file:line + verbatim text
- Unverified findings forced to confidence 4-5 (auto-suppress via
existing <7-rule, no new mechanism)
- Framework-meta nudge names Django, Rails, SQLAlchemy, TypeORM,
Sequelize, Prisma
- Deferred design doc reference present (1539-framework-aware-review.md)
- Four named FP classes from #1539 enumerated:
* field doesn't exist on model
* dict.get() might be None
* save() might lose fields
* update_fields might miss X
- All four downstream SKILL.md consumers (review, cso, plan-eng-review,
ship) carry the gate text after gen:skill-docs
- Existing confidence 9-10 'Show normally' + 3-4 'Suppress' rows
unchanged (regression on existing behavior)
Failing build if the gate is removed, the suppression mechanism is
re-invented separately, the framework-meta nudge drops a framework, or
gen:skill-docs stops propagating the gate to consumers.
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
* fix(config): expose explain_level default
* fix(benchmark): parse positional prompt after flags
* fix(artifacts): reject malformed remote paths
* fix(learnings): preserve current entries in cross-project search
* fix(setup): register root gstack slash alias
* fix(memory): probe gitleaks without shell builtin
* fix(gbrain-lib): pin LC_ALL=C in varname validator (macOS locale guard)
In many macOS shells the default locale (e.g. en_US.UTF-8) makes bash
glob brackets like `[A-Z]` match lowercase letters too, so the existing
`case "$name" in [A-Z_][A-Z0-9_]*)` branch lets names like `lower-case`
through validation. The function then trips `printf -v "$varname"` and
`export "$varname"` with `not a valid identifier` errors that surface
mid-prompt, which is exactly what the validator was supposed to prevent.
Pinning `LC_ALL=C` inside the function gives ASCII-only bracket semantics
on both macOS and Linux, matching the documented `[A-Z_][A-Z0-9_]*`
contract. Declared `local` so it doesn't leak to the calling shell —
`gstack-gbrain-lib.sh` is documented as a sourced helper, so a bare
assignment would mutate the caller's locale for the rest of the process
(silently affecting downstream `sort`, `tr`, locale-aware globs in the
same shell, etc.).
The existing regression test
`test/gbrain-lib-verify.test.ts:'rejects invalid var names'`
already covers the macOS repro shape (passes `lower-case` and expects
the validator to reject + emit `invalid var name`). On Linux CI the
test silently passed because `LC_ALL=C` is the typical default; on
macOS dev boxes it fails.
Verified:
- `bun test test/gbrain-lib-verify.test.ts`: 22 pass, 0 fail (on macOS).
- `_gstack_gbrain_validate_varname lower-case; echo $?` → 2.
- `_gstack_gbrain_validate_varname FOO_BAR; echo $?` → 0.
- Caller's LC_ALL preserved across calls (confirmed via sourced bash).
* fix(land-and-deploy): detect merged PR after gh failure
After `gh pr merge` exits non-zero, the PR may already be MERGED server-side
(concurrent merge landed, or local cleanup phase failed AFTER the merge
succeeded). Calling `gh pr merge` a second time then errors with a confusing
"already merged" — and worse, the deploy workflow never runs because we
stopped on the first failure.
Adds a Post-failure PR-state check (§4a-postfail) that runs after ANY
non-zero exit from `gh pr merge`:
- state == MERGED → record MERGE_PATH=direct, OFFER (don't force)
stale-worktree cleanup on the base branch with
uncommitted-work guard, proceed to §4a CI watch
- state == OPEN → check autoMergeRequest; if non-null treat as
merge-queue wait; if null surface both errors and STOP
- state == CLOSED → STOP
Hard invariant: never retry `gh pr merge` after a non-zero exit. Server
state is authoritative.
Re-authored from PR #1620 into land-and-deploy/SKILL.md.tmpl (the source of
truth) instead of the generated SKILL.md, so the next gen:skill-docs run
preserves the change. Original diff by @davidfoy via #1620.
Related: cli/cli#3442, cli/cli#13380.
Contributed by @davidfoy via #1620.
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
* fix: detect PgBouncer transaction-mode pooler and set GBRAIN_PREPARE=true (#1435)
When gbrain connects through a PgBouncer transaction-mode pooler (port
6543), it auto-disables prepared statements. This breaks `gbrain search`
silently — the /sync-gbrain capability check fails and the GBrain Search
Guidance block never gets written to CLAUDE.md.
Three-layer fix:
1. **lib/gbrain-exec.ts** — `buildGbrainEnv()` now detects port 6543 in
the effective DATABASE_URL and sets `GBRAIN_PREPARE=true` in the env
passed to every gbrain spawn. This is the single chokepoint — all
gstack gbrain invocations inherit the fix. Caller can opt out with
`GBRAIN_PREPARE=false`.
2. **sync-gbrain/SKILL.md{,.tmpl}** — capability check now exports
`GBRAIN_PREPARE=true` explicitly and retries search up to 3x with 1s
delay for async index propagation under connection pooling.
3. **bin/gstack-gbrain-detect** — surfaces `gbrain_pooler_mode` field
("transaction" | "session" | null) in the preamble probe JSON so
/setup-gbrain and /sync-gbrain can advise users about pooler state.
Closes #1435
Built with [ClosedLoop.AI](https://closedloop.ai) | [GitHub](https://github.com/closedloop-ai/claude-plugins)
Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
* fix(supabase-provision): rewrite transaction/6543 -> session/5432 for new projects
- Single-object pooler API responses default to transaction-mode at 6543,
but the shared pooler tenant on new projects only listens on session/5432
- Add a `pool_mode == transaction && db_port == 6543` rewrite + stderr note
- Escape hatch via `GSTACK_SUPABASE_TRUST_API_PORT=1` for forward-compat
- 5 new tests covering rewrite, no-op shapes, env opt-out, array path
Fixes #1301.
* fix(browse): GSTACK_CHROMIUM_NO_SANDBOX opt-out for Ubuntu/AppArmor (#1562)
Ubuntu/AppArmor configurations often block unprivileged Chromium sandboxing
for headless agent sessions even for normal users — /qa hangs without
--no-sandbox. The kernel policy denies the unprivileged user namespaces
Chromium needs.
Adds GSTACK_CHROMIUM_NO_SANDBOX=1 as an explicit user override that forces
the sandbox off without changing the default for everyone else. Re-authored
from PR #1562 onto v1.42.2.0's shouldEnableChromiumSandbox() helper —
purely additive, preserves the headed-launch sandbox-on-by-default behavior
that v1.42.2.0 shipped to kill the --no-sandbox yellow infobar.
Three new regression tests cover:
- linux + override=1 → false (the named use case)
- darwin + override=1 → false (env wins on any platform)
- override=0 → does NOT trigger (must be exactly "1")
Original diff by @techcenter68 via #1562.
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
* fix(browse): mirror isCustomChromium() guard in headless launch()
When BROWSE_EXTENSIONS_DIR is set alongside GSTACK_CHROMIUM_PATH pointing
at a baked-extension build (GBrowser / GStack Browser), the headless launch()
path was unconditionally adding --disable-extensions-except / --load-extension.
This causes the same ServiceWorkerState::SetWorkerId DCHECK crash that
launchHeaded() already guards against via isCustomChromium().
Mirror the existing guard: skip --load-extension flags when isCustomChromium()
returns true; always push the off-screen window geometry args.
* fix(browse): daemonize macOS/Linux server via setsid()
`Bun.spawn().unref()` only releases the child from Bun's event loop —
it does NOT call setsid(). The spawned bun server inherits the spawning
shell's process session. When the CLI runs inside a session-managed shell
that exits shortly after the CLI returns (Claude Code's per-command Bash
sandbox, Conductor, OpenClaw, CI step runners), the session leader's exit
sends SIGHUP to every PID in the session — killing the bun server and
its Chromium grandchildren within seconds of a successful `connect`.
Setting `BROWSE_PARENT_PID=0` (already done by the `connect` command and
pair-agent) disables the parent-process watchdog but does NOT save the
server here: SIGHUP from session teardown still reaps it.
Replace the macOS/Linux `Bun.spawn().unref()` with Node's
`child_process.spawn({ detached: true })`, which calls setsid() and
gives the server its own session leader role (PPID=1, STAT=Ss). This
mirrors the Windows path's rationale (PR #191 by @fqueiro) — same root
cause, different OS surface.
Verified on macOS in Conductor: pre-fix the server dies ~10–15s after
connect across separate Bash invocations; post-fix the same PID stays
alive (PPID=1, SESS=0, STAT=Ss) and responds to `status`/`goto`/
`snapshot` across many separate shell calls.
The `proc?.stderr` startup-error branch is removed since both platforms
now spawn with `stdio: 'ignore'`; both fall through to the on-disk
`browse-startup-error.log` written by `server.ts`'s start().catch.
* fix(design): bump image-gen timeout to 240s + pin gpt-image-2
The design binary calls /v1/responses (gpt-4o + image_generation tool,
quality:high, 1536x1024) but aborted the request after a hardcoded 120s.
That class of request consistently takes ~140-160s end-to-end, so every
generate/variants/evolve/iterate call aborted before the image returned.
In /design-shotgun this cascades: Step 3c launches N parallel agents,
each calling `$D generate`, each aborts at 120s and retries, all fail,
the comparison board never opens — the skill appears to hang indefinitely.
Reproduced the exact API call with a longer budget: HTTP 200, valid
image, 143.5s. A real /design-shotgun run after the patch generated 3
variants in parallel at 150.0s / 161.0s / 152.1s, all exit 0 — note the
161s case, which a naive 150s bump would still have failed.
- Bump AbortController timeout 120_000 -> 240_000 in generate.ts,
variants.ts, evolve.ts, iterate.ts (both call sites)
- Pin the image_generation tool to model "gpt-image-2"
design/test/variants-retry-after.test.ts: 5 pass, 0 fail. The
feedback-roundtrip.test.ts failures are a pre-existing browse-module
breakage (session.clearLoadedHtml undefined), unrelated to this change.
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
* test: fill coverage gaps for PRs #1606, #1612, #1620
Three cherry-picked PRs in this wave landed without unit-test coverage for
the specific invariant they protect:
#1606 (@andrey-esipov) — LC_ALL=C pin in _gstack_gbrain_validate_varname
8 tests by sourcing bin/gstack-gbrain-lib.sh and calling the validator
directly. Asserts uppercase/digit/underscore accepted, lowercase
REJECTED (the macOS-locale regression case), mixed-case rejected,
LC_ALL=C scoping is local (doesn't leak to caller).
#1612 (@bharat2913) — setsid daemonize via Node child_process.spawn
4 static-invariant tests on browse/src/cli.ts. The actual setsid
syscall is hard to assert without a real spawn, so we pin the source
shape: nodeSpawn imported from child_process; non-Windows branch uses
nodeSpawn(...) with detached:true and .unref(); comment documents
setsid/SIGHUP root cause; Bun.spawn() is NOT used on macOS/Linux.
#1620 (@davidfoy, re-authored into .tmpl per A3) — §4a-postfail
12 static invariants on land-and-deploy/SKILL.md.tmpl + generated
SKILL.md. Pins all three state branches (MERGED/OPEN/CLOSED), the
authoritative state query, the merge-SHA capture, non-destructive
worktree cleanup with uncommitted-work guard, autoMergeRequest probe
on OPEN, hard "never retry gh pr merge" rule, and atomic regen
propagation.
Failing build if any of the three invariants regresses.
Note: gbrain-lib-validate-varname.test.ts also surfaces a pre-existing
glob-pattern overpermissiveness (hyphens + dots accepted) — not in
#1606's scope; documented inline as a separate cleanup target.
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
* test(learnings): align injection-prevention tests with PR #1619 tagged-line shape
PR #1619 (preserve current entries in cross-project search) refactored
gstack-learnings-search to tag rows inline (`current\t<json>` vs
`cross\t<json>`) instead of filtering inside the bun block via
process.env.GSTACK_SEARCH_SLUG. The bun block no longer reads SLUG or
CROSS env vars — it parses the per-line tag and sets a per-entry
_crossProject flag.
The pre-existing test/learnings-injection.test.ts still asserted on the
old SLUG + CROSS env var shape. Updates:
- Remove the SLUG env var assertion (no longer set on bash command line)
- Remove the bun-block CROSS env var assertion (block reads the tag now,
not the env)
- Add a new positive assertion that the bun block parses the tag
(sourceTag | tabIndex | crossProject)
- Keep the shell-interpolation safety assertion unchanged — that's
independent of the SLUG refactor
The CROSS env var is still SET on the bash command line (it controls
whether the cross-project find runs at all), but the bun child no longer
reads it. The existing "env vars set on bash command line" test continues
to pin that.
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
* test(fixtures): regenerate ship-SKILL.md golden baselines
ship/SKILL.md consumes the Confidence Calibration resolver via the
preamble pipeline. This wave's #1539 pre-emit verification gate extends
the resolver text, which propagated to ship/SKILL.md via gen:skill-docs.
The golden fixtures in test/fixtures/golden/ matched the pre-#1539 shape
and failed the host-config regression check.
Refreshes claude-ship-SKILL.md, codex-ship-SKILL.md, and factory-ship-SKILL.md
to match the current generated output. Matches the Daegu wave's bisect
commit 23 ("test(fixtures): regenerate ship-SKILL.md golden baselines").
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
* test(gbrain-detect): include gbrain_pooler_mode in schema regression (PR #1591)
PR #1591 (PgBouncer transaction-mode detection, @mikeangstadt) added
gbrain_pooler_mode to the gstack-gbrain-detect JSON output but did not
update the schema regression check in
test/gstack-gbrain-detect-mcp-mode.test.ts. Adding the key in alphabetical
order matching the rest of the schema array. Downstream sync-gbrain ignores
unknown keys, so this is forward-compat.
Without this, the test fails with a diff:
+ "gbrain_pooler_mode"
because keys is the actual set returned and the expected array was
pre-#1591.
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
* chore(release): v1.43.0.0 — post-Daegu paper-cut wave
Bumps VERSION 1.42.2.0 → 1.43.0.0 (MINOR per scale-aware bump rules: new
env-var surface GSTACK_SYNC_*_TIMEOUT_MS + GSTACK_CHROMIUM_NO_SANDBOX,
behavior expansion in browse/src/browser-manager.ts headless launch,
three skill-template prompt changes affecting /retro, /review,
/sync-gbrain).
CHANGELOG entry leads with what stopped happening: /retro stops
fabricating retros against stale bases, /sync-gbrain stops SIGTERM-looping
35-min restarts on big brains, /review stops shipping framework FPs the
reviewer never grep'd.
18 fixes total — 15 community PRs + 3 self-filed silent-failure issues
(#1624, #1611, #1539) — in one bundled PR with 26 bisect commits and 7
new regression test files. Every wave-touched test file passes in
isolation.
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
* chore(release): bump v1.43.0.0 → v1.43.2.0 for queue collision
CI check-version-stale flagged v1.43.0.0 already claimed by PR #1574
(garrytan/colombo-v3). PR #1639 (garrytan/muscat-v3) claims v1.43.1.0.
Next available MINOR slot is v1.43.2.0.
Bump VERSION + package.json + CHANGELOG entry header. No behavior
changes — purely re-versioning to clear the queue collision.
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: Jayesh Betala <jayesh.betala7@gmail.com>
Co-authored-by: Andrey Esipov <andrey.esipov@outlook.com>
Co-authored-by: David Foy <davidfoy@users.noreply.github.com>
Co-authored-by: mikeangstadt <mike.angstadt@closedloop.ai>
Co-authored-by: 0xDevNinja <manmit0x@gmail.com>
Co-authored-by: techcenter68 <techcenter68@users.noreply.github.com>
Co-authored-by: shohu <shohu33@gmail.com>
Co-authored-by: Bharat <bharat@theysaid.io>
Co-authored-by: Matteo Hertel <info@matteohertel.com>
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Garry Tan
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00f966b3ec
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v1.30.0.0 fix wave: 21 community PRs + Windows CI extension + codex flag-semantics smoke (#1391)
* fix(codex): use resume-compatible flags * fix: V-001 security vulnerability Automated security fix generated by Orbis Security AI * docs: align prompt-injection thresholds to security.ts (v1.6.4.0 catch-up) CLAUDE.md:290 and ARCHITECTURE.md:159 were missed when WARN was bumped 0.60 → 0.75 in |
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Garry Tan
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2b08cfe71e
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fix: close redundant PRs + friendly error on all design commands (v0.15.8.1) (#817)
* fix: friendly OpenAI org error on all design commands Previously only generate.ts showed a user-friendly message when the OpenAI org wasn't verified. Now evolve, iterate, variants, and check all detect the 403 + "organization must be verified" pattern and show a clear message with the correct verification URL. * test: regression test for >128KB Codex session_meta Documents the current 128KB buffer limitation. When Codex embeds session_meta beyond 128KB, this test will fail, signaling the need for a streaming parse or larger buffer. * chore: bump version and changelog (v0.15.8.1) Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com> --------- Co-authored-by: Claude Opus 4.6 <noreply@anthropic.com> |
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Garry Tan
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78bc1d1968
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feat: design binary — real UI mockup generation for gstack skills (v0.13.0.0) (#551)
* docs: design tools v1 plan — visual mockup generation for gstack skills
Full design doc covering the `design` binary that wraps OpenAI's GPT Image API
to generate real UI mockups from gstack's design skills. Includes comparison
board UX spec, auth model, 6 CEO expansions (design memory, mockup diffing,
screenshot evolution, design intent verification, responsive variants,
design-to-code prompt), and 9-commit implementation plan.
Reviewed: /office-hours + /plan-eng-review (CLEARED) + /plan-ceo-review
(EXPANSION, 6/6 accepted) + /plan-design-review (2/10 → 8/10).
Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
* feat: design tools prototype validation — GPT Image API works
Prototype script sends 3 design briefs to OpenAI Responses API with
image_generation tool. Results: dashboard (47s, 2.1MB), landing page
(42s, 1.3MB), settings page (37s, 1.3MB) all produce real, implementable
UI mockups with accurate text rendering and clean layouts.
Key finding: Codex OAuth tokens lack image generation scopes. Direct
API key (sk-proj-*) required, stored in ~/.gstack/openai.json.
Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
* feat: design binary core — generate, check, compare commands
Stateless CLI (design/dist/design) wrapping OpenAI Responses API for
UI mockup generation. Three working commands:
- generate: brief -> PNG mockup via gpt-4o + image_generation tool
- check: vision-based quality gate via GPT-4o (text readability, layout
completeness, visual coherence)
- compare: generates self-contained HTML comparison board with star
ratings, radio Pick, per-variant feedback, regenerate controls,
and Submit button that writes structured JSON for agent polling
Auth reads from ~/.gstack/openai.json (0600), falls back to
OPENAI_API_KEY env var. Compiled separately from browse binary
(openai added to devDependencies, not runtime deps).
Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
* feat: design binary variants + iterate commands
variants: generates N style variations with staggered parallel (1.5s
between launches, exponential backoff on 429). 7 built-in style
variations (bold, calm, warm, corporate, dark, playful + default).
Tested: 3/3 variants in 41.6s.
iterate: multi-turn design iteration using previous_response_id for
conversational threading. Falls back to re-generation with accumulated
feedback if threading doesn't retain visual context.
Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
* feat: DESIGN_SETUP + DESIGN_MOCKUP template resolvers
Add generateDesignSetup() and generateDesignMockup() to the existing
design.ts resolver file. Add designDir to HostPaths (claude + codex).
Register DESIGN_SETUP and DESIGN_MOCKUP in the resolver index.
DESIGN_SETUP: $D binary discovery (mirrors $B browse setup pattern).
Falls back to DESIGN_SKETCH if binary not available.
DESIGN_MOCKUP: full visual exploration workflow template — construct
brief from DESIGN.md context, generate 3 variants, open comparison
board in Chrome, poll for user feedback, save approved mockup to
docs/designs/, generate HTML wireframe for implementation.
Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
* fix: sync package.json version with VERSION file (0.12.2.0)
Pre-existing mismatch: VERSION was 0.12.2.0 but package.json was
0.12.0.0. Also adds design binary to build script and dev:design
convenience command.
Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
* feat: /office-hours visual design exploration integration
Add {{DESIGN_MOCKUP}} to office-hours template before the existing
{{DESIGN_SKETCH}}. When the design binary is available, /office-hours
generates 3 visual mockup variants, opens a comparison board in Chrome,
and polls for user feedback. Falls back to HTML wireframes if the
design binary isn't built.
Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
* feat: /plan-design-review visual mockup integration
Add {{DESIGN_SETUP}} to pre-review audit and "show me what 10/10
looks like" mockup generation to the 0-10 rating method. When a
design dimension rates below 7/10, the review can generate a mockup
showing the improved version. Falls back to text descriptions if
the design binary isn't available.
Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
* feat: design memory — extract visual language from mockups into DESIGN.md
New `$D extract` command: sends approved mockup to GPT-4o vision,
extracts color palette, typography, spacing, and layout patterns,
writes/updates DESIGN.md with an "Extracted Design Language" section.
Progressive constraint: if DESIGN.md exists, future mockup briefs
include it as style context. If no DESIGN.md, explorations run wide.
readDesignConstraints() reads existing DESIGN.md for brief construction.
Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
* feat: mockup diffing + design intent verification
New commands:
- $D diff --before old.png --after new.png: visual diff using GPT-4o
vision. Returns differences by area with severity (high/medium/low)
and a matchScore (0-100).
- $D verify --mockup approved.png --screenshot live.png: compares live
site screenshot against approved design mockup. Pass if matchScore
>= 70 and no high-severity differences.
Used by /design-review to close the design loop: design -> implement ->
verify visually.
Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
* feat: screenshot-to-mockup evolution ($D evolve)
New command: $D evolve --screenshot current.png --brief "make it calmer"
Two-step process: first analyzes the screenshot via GPT-4o vision to
produce a detailed description, then generates a new mockup that keeps
the existing layout structure but applies the requested changes. Starts
from reality, not blank canvas.
Bridges the gap between /design-review critique ("the spacing is off")
and a visual proposal of the fix.
Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
* feat: responsive variants + design-to-code prompt
Responsive variants: $D variants --viewports desktop,tablet,mobile
generates mockups at 1536x1024, 1024x1024, and 1024x1536 (portrait)
with viewport-appropriate layout instructions.
Design-to-code prompt: $D prompt --image approved.png extracts colors,
typography, layout, and components via GPT-4o vision, producing a
structured implementation prompt. Reads DESIGN.md for additional
constraint context.
Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
* chore: bump version and changelog (v0.13.0.0)
Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
* feat: gstack designer as first-class tool in /plan-design-review
Brand the gstack designer prominently, add Step 0.5 for proactive visual
mockup generation before review passes, and update priority hierarchy.
When a plan describes new UI, the skill now offers to generate mockups
with $D variants, run $D check for quality gating, and present a
comparison board via $B goto before any review passes begin.
Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
* feat: integrate mockups into review passes and outputs
Thread Step 0.5 mockups through the review workflow: Pass 4 (AI Slop)
evaluates generated mockups visually, Pass 7 uses mockups as evidence
for unresolved decisions, post-pass offers one-shot regeneration after
design changes, and Approved Mockups section records chosen variants
with paths for the implementer.
Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
* feat: gstack designer target mockups in /design-review fix loop
Add $D generate for target mockups in Phase 8a.5 — before fixing a
design finding, generate a mockup showing what it should look like.
Add $D verify in Phase 9 to compare fix results against targets.
Not plan mode — goes straight to implementation.
Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
* feat: gstack designer AI mockups in /design-consultation Phase 5
Replace HTML preview with $D variants + comparison board when designer
is available (Path A). Use $D extract to derive DESIGN.md tokens from
the approved mockup. Handles both plan mode (write to plan) and
non-plan mode (implement immediately). Falls back to HTML preview
(Path B) when designer binary is unavailable.
Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
* fix: make gstack designer the default in /plan-design-review, not optional
The transcript showed the agent writing 5 text descriptions of homepage
variants instead of generating visual mockups, even when the user explicitly
asked for design tools. The skill treated mockups as optional ("Want me to
generate?") when they should be the default behavior.
Changes:
- Rename "Your Visual Design Tool" to "YOUR PRIMARY TOOL" with aggressive
language: "Don't ask permission. Show it."
- Step 0.5 now generates mockups automatically when DESIGN_READY, no
AskUserQuestion gatekeeping the default path
- Priority hierarchy: mockups are "non-negotiable" not "if available"
- Step 0D tells the user mockups are coming next
- DESIGN_NOT_AVAILABLE fallback now tells user what they're missing
The only valid reasons to skip mockups: no UI scope, or designer not
installed. Everything else generates by default.
Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
* feat: persist design mockups to ~/.gstack/projects/$SLUG/designs/
Mockups were going to .context/mockups/ (gitignored, workspace-local).
This meant designs disappeared when switching workspaces or conversations,
and downstream skills couldn't reference approved mockups from earlier
reviews.
Now all three design skills save to persistent project-scoped dirs:
- /plan-design-review: ~/.gstack/projects/$SLUG/designs/<screen>-<date>/
- /design-consultation: ~/.gstack/projects/$SLUG/designs/design-system-<date>/
- /design-review: ~/.gstack/projects/$SLUG/designs/design-audit-<date>/
Each directory gets an approved.json recording the user's pick, feedback,
and branch. This lets /design-review verify against mockups that
/plan-design-review approved, and design history is browsable via
ls ~/.gstack/projects/$SLUG/designs/.
Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
* chore: regenerate codex ship skill with zsh glob guards
Picked up setopt +o nomatch guards from main's v0.12.8.1 merge.
Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
* feat: add browse binary discovery to DESIGN_SETUP resolver
The design setup block now discovers $B alongside $D, so skills can
open comparison boards via $B goto and poll feedback via $B eval.
Falls back to `open` on macOS when browse binary is unavailable.
Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
* feat: comparison board DOM polling in plan-design-review
After opening the comparison board, the agent now polls
#status via $B eval instead of asking a rigid AskUserQuestion.
Handles submit (read structured JSON feedback), regenerate
(new variants with updated brief), and $B-unavailable fallback
(free-form text response). The user interacts with the real
board UI, not a constrained option picker.
Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
* test: comparison board feedback loop integration test
16 tests covering the full DOM polling cycle: structure verification,
submit with pick/rating/comment, regenerate flows (totally different,
more like this, custom text), and the agent polling pattern
(empty → submitted → read JSON). Uses real generateCompareHtml()
from design/src/compare.ts, served via HTTP. Runs in <1s.
Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
* feat: add $D serve command for HTTP-based comparison board feedback
The comparison board feedback loop was fundamentally broken: browse blocks
file:// URLs (url-validation.ts:71), so $B goto file://board.html always
fails. The fallback open + $B eval polls a different browser instance.
$D serve fixes this by serving the board over HTTP on localhost. The server
is stateful: stays alive across regeneration rounds, exposes /api/progress
for the board to poll, and accepts /api/reload from the agent to swap in
new board HTML. Stdout carries feedback JSON only; stderr carries telemetry.
Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
* feat: dual-mode feedback + post-submit lifecycle in comparison board
When __GSTACK_SERVER_URL is set (injected by $D serve), the board POSTs
feedback to the server instead of only writing to hidden DOM elements.
After submit: disables all inputs, shows "Return to your coding agent."
After regenerate: shows spinner, polls /api/progress, auto-refreshes on
ready. On POST failure: shows copyable JSON fallback. On progress timeout
(5 min): shows error with /design-shotgun prompt. DOM fallback preserved
for headed browser mode and tests.
Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
* test: HTTP serve command endpoints and regeneration lifecycle
11 tests covering: HTML serving with injected server URL, /api/progress
state reporting, submit → done lifecycle, regenerate → regenerating state,
remix with remixSpec, malformed JSON rejection, /api/reload HTML swapping,
missing file validation, and full regenerate → reload → submit round-trip.
Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
* feat: add DESIGN_SHOTGUN_LOOP resolver + fix design artifact paths
Adds generateDesignShotgunLoop() resolver for the shared comparison board
feedback loop (serve via HTTP, handle regenerate/remix, AskUserQuestion
fallback, feedback confirmation). Registered as {{DESIGN_SHOTGUN_LOOP}}.
Fixes generateDesignMockup() to use ~/.gstack/projects/$SLUG/designs/
instead of /tmp/ and docs/designs/. Replaces broken $B goto file:// +
$B eval polling with $D compare --serve (HTTP-based, stdout feedback).
Adds CRITICAL PATH RULE guardrail to DESIGN_SETUP: design artifacts must
go to ~/.gstack/projects/$SLUG/designs/, never .context/ or /tmp/.
Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
* feat: add /design-shotgun standalone design exploration skill
New skill for visual brainstorming: generate AI design variants, open a
comparison board in the user's browser, collect structured feedback, and
iterate. Features: session detection (revisit prior explorations), 5-dimension
context gathering (who, job to be done, what exists, user flow, edge cases),
taste memory (prior approved designs bias new generations), inline variant
preview, configurable variant count, screenshot-to-variants via $D evolve.
Uses {{DESIGN_SHOTGUN_LOOP}} resolver for the feedback loop. Saves all
artifacts to ~/.gstack/projects/$SLUG/designs/.
Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
* chore: regenerate SKILL.md files for design-shotgun + resolver changes
Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
* feat: add remix UI to comparison board
Per-variant element selectors (Layout, Colors, Typography, Spacing) with
radio buttons in a grid. Remix button collects selections into a remixSpec
object and sends via the same HTTP POST feedback mechanism. Enabled only
when at least one element is selected. Board shows regenerating spinner
while agent generates the hybrid variant.
Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
* feat: add $D gallery command for design history timeline
Generates a self-contained HTML page showing all prior design explorations
for a project: every variant (approved or not), feedback notes, organized
by date (newest first). Images embedded as base64. Handles corrupted
approved.json gracefully (skips, still shows the session). Empty state
shows "No history yet" with /design-shotgun prompt.
Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
* test: gallery generation — sessions, dates, corruption, empty state
7 tests: empty dir, nonexistent dir, single session with approved variant,
multiple sessions sorted newest-first, corrupted approved.json handled
gracefully, session without approved.json, self-contained HTML (no
external dependencies).
Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
* refactor: replace broken file:// polling with {{DESIGN_SHOTGUN_LOOP}}
plan-design-review and design-consultation templates previously used
$B goto file:// + $B eval polling for the comparison board feedback loop.
This was broken (browse blocks file:// URLs). Both templates now use
{{DESIGN_SHOTGUN_LOOP}} which serves via HTTP, handles regeneration in
the same browser tab, and falls back to AskUserQuestion.
Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
* test: add design-shotgun touchfile entries and tier classifications
design-shotgun-path (gate): verify artifacts go to ~/.gstack/, not .context/
design-shotgun-session (gate): verify repeat-run detection + AskUserQuestion
design-shotgun-full (periodic): full round-trip with real design binary
Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
* chore: regenerate SKILL.md files for template refactor
Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
* feat: comparison board UI improvements — option headers, pick confirmation, grid view
Three changes to the design comparison board:
1. Pick confirmation: selecting "Pick" on Option A shows "We'll move
forward with Option A" in green, plus a status line above the submit
button repeating the choice.
2. Clear option headers: each variant now has "Option A" in bold with a
subtitle above the image, instead of just the raw image.
3. View toggle: top-right Large/Grid buttons switch between single-column
(default) and 3-across grid view.
Also restructured the bottom section into a 2-column grid: submit/overall
feedback on the left, regenerate controls on the right.
Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
* fix: use 127.0.0.1 instead of localhost for serve URL
Avoids DNS resolution issues on some systems where localhost may resolve
to IPv6 ::1 while Bun listens on IPv4 only.
Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
* fix: write ALL feedback to disk so agent can poll in background mode
The agent backgrounds $D serve (Claude Code can't block on a subprocess
and do other work simultaneously). With stdout-only feedback delivery,
the agent never sees regenerate/remix feedback.
Fix: write feedback-pending.json (regenerate/remix) and feedback.json
(submit) to disk next to the board HTML. Agent polls the filesystem
instead of reading stdout. Both channels (stdout + disk) are always
active so foreground mode still works.
Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
* feat: DESIGN_SHOTGUN_LOOP uses file polling instead of stdout reading
Update the template resolver to instruct the agent to background $D serve
and poll for feedback-pending.json / feedback.json on a 5-second loop.
This matches the real-world pattern where Claude Code / Conductor agents
can't block on subprocess stdout.
Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
* chore: regenerate SKILL.md files for file-polling feedback loop
Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
* fix: null-safe DOM selectors for post-submit and regenerating states
The user's layout restructure renamed .regenerate-bar → .regen-column,
.submit-bar → .submit-column, and .overall-section → .bottom-section.
The JS still referenced the old class names, causing querySelector to
return null and showPostSubmitState() / showRegeneratingState() to
silently crash. This meant Submit and Regenerate buttons appeared to
work (DOM elements updated, HTTP POST succeeded) but the visual
feedback (disabled inputs, spinner, success message) never appeared.
Fix: use fallback selectors that check both old and new class names,
with null guards so a missing element doesn't crash the function.
Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
* test: end-to-end feedback roundtrip — browser click to file on disk
The test that proves "changes on the website propagate to Claude Code."
Opens the comparison board in a real headless browser with __GSTACK_SERVER_URL
injected, simulates user clicks (Submit, Regenerate, More Like This), and
verifies that feedback.json / feedback-pending.json land on disk with the
correct structured data.
6 tests covering: submit → feedback.json, post-submit UI lockdown,
regenerate → feedback-pending.json, more-like-this → feedback-pending.json,
regenerate spinner display, and full regen → reload → submit round-trip.
Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
* docs: comprehensive design doc for Design Shotgun feedback loop
Documents the full browser-to-agent feedback architecture: state machine,
file-based polling, port discovery, post-submit lifecycle, and every known
edge case (zombie forms, dead servers, stale spinners, file:// bug,
double-click races, port coordination, sequential generate rule).
Includes ASCII diagrams of the data flow and state transitions, complete
step-by-step walkthrough of happy path and regeneration path, test coverage
map with gaps, and short/medium/long-term improvement ideas.
Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
* fix: plan-design-review agent guardrails for feedback loop
Four fixes to prevent agents from reinventing the feedback loop badly:
1. Sequential generate rule: explicit instruction that $D generate calls
must run one at a time (API rate-limits concurrent image generation).
2. No-AskUserQuestion-for-feedback rule: agent reads feedback.json instead
of re-asking what the user picked.
3. Remove file:// references: $B goto file:// was always rejected by
url-validation.ts. The --serve flag handles everything.
4. Remove $B eval polling reference: no longer needed with HTTP POST.
Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
* fix: design-shotgun Step 3 progressive reveal, silent failure detection, timing estimate
Three production UX bugs fixed:
1. Dead air — now shows timing estimate before generation starts
2. Silent variant drop — replaced $D variants batch with individual $D generate
calls, each verified for existence and non-zero size with retry
3. No progressive reveal — each variant shown inline via Read tool immediately
after generation (~60s increments instead of all at ~180s)
Also: /tmp/ then cp as default output pattern (sandbox workaround),
screenshot taken once for evolve path (not per-variant).
Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
* feat: parallel design-shotgun with concept-first confirmation
Step 3 rewritten to concept-first + parallel Agent architecture:
- 3a: generate text concepts (free, instant)
- 3b: AskUserQuestion to confirm/modify before spending API credits
- 3c: launch N Agent subagents in parallel (~60s total regardless of count)
- 3d: show all results, dynamic image list for comparison board
Adds Agent to allowed-tools. Softens plan-design-review sequential
warning to note design-shotgun uses parallel at Tier 2+.
Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
* docs: update project documentation for v0.13.0.0
Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
* chore: untrack .agents/skills/ — generated at setup, already gitignored
These files were committed despite .agents/ being in .gitignore.
They regenerate from ./setup --host codex on any machine.
Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
* chore: regenerate design-shotgun SKILL.md for v0.12.12.0 preamble changes
Merge from main brought updated preamble resolver (conditional telemetry,
local JSONL logging) but design-shotgun/SKILL.md wasn't regenerated.
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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