Files
gbrain/docs/RELEASING.md
T
d4211f4176 v0.42.11.0 feat(skillopt): held-out eval gate, honest receipts, ENFORCE + ablation opts (#1759)
* feat(skillopt): wire held-out gate, honest receipts, ENFORCE + ablation opts

Wire the F11 held-out gate into the orchestrator at checkpoint acceptance
(runHeldOutGate was dead code); parse + thread --held-out through CLI, batch,
fleet, background job, and the run_skillopt MCP op. Populate the real
receipt.baseline_sel_score (was hardcoded 0) and add a final-test eval
(test_score + baseline_test_score) via a shared scoreSkillOnTasks primitive.
Fix the --no-mutate proposed.md write (was a stub) and enforce maxRuntimeMin.

D16 ENFORCE in core mutation policy (assertBundledMutationHeldOut): mutating a
bundled skill in place requires a non-empty (>=5), benchmark-disjoint held-out
set or hard-refuses. Add three eval-internal ablation opts (reflectMode,
disableValidationGate, optimizerMode='one-shot-rewrite') recorded in the
receipt + audit; ROLLOUT_SUCCESS_THRESHOLD named constant.

Security: run_skillopt MCP op validates skill_name (kebab-only) and confines
caller-supplied benchmark/held-out paths to the skills dir for remote callers.

* test(skillopt): held-out gate, ENFORCE, one-shot rewrite, runtime + receipt honesty

New test/skillopt/rollout.test.ts (rollout had zero coverage). Held-out ENFORCE
unit cases + one-shot-rewrite fence handling (whole-response unwrap, embedded-fence
preserved, error path). E2E: F11 held-out BLOCKS/ALLOWS, bundled no-mutate write,
reflectMode/disableValidationGate/optimizerMode, maxRuntimeMin abort, receipt
baseline/test-score honesty, held-out/benchmark disjointness, D2 no-DB-pollution.

* chore: bump version and changelog (v0.42.9.0)

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>

* docs: document skillopt held-out gate + bundled mutation requirement for v0.42.9.0

Wire --held-out into the skill-optimizer SKILL.md, guide flags/safety tables, and
the tutorial's bundled-skill step: mutating a bundled skill in place now requires
--allow-mutate-bundled AND --held-out (>=5 benchmark-disjoint tasks) or it
hard-refuses. Add the --held-out flag row + F11 held-out gate to the guide; update
the receipt contract to the honest baseline/test-score fields.

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>

* fix(gateway): AI SDK v6 toolLoop compat — multi-turn tool calls work again

The ai@6.x bump tightened ModelMessage + tool-schema validation, which
silently broke every multi-turn tool loop. Both `gbrain skillopt` rollouts
and production background `subagent` jobs route through `chat()`/`toolLoop`
and crashed the moment the model called a tool ("messages do not match the
ModelMessage[] schema" / "schema is not a function"). Surfaced end-to-end
by the SkillOpt real-LLM eval.

Three fixes:
- chat(): wrap tool defs with the SDK's `jsonSchema()` helper instead of a
  bare `{jsonSchema}` object (v6 asSchema() treated the bare object as a
  thunk and threw).
- chat(): new exported pure `toModelMessages()` converts gbrain's
  provider-neutral ChatMessage[] into v6 ModelMessage[] — tool results ride
  a dedicated `role:'tool'` message with structured `{type,value}` output;
  null output preserved as json null. Load-bearing for the production
  subagent path, not just skillopt.
- rollout.ts: replace the inline params→schema mapper (dropped `items` on
  array params) with the shared `paramDefToSchema` single source of truth.

Pinned by test/gateway-model-messages.test.ts (8 cases). Folds into the
open v0.42.9.0 PR (#1759) — these complete the eval-readiness wave by
making skillopt actually run against a live model.

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>

* fix(skillopt): budget no-pricing for Haiku silently scored every rollout 0

Surfaced by the SkillOpt real-LLM eval (Track B). Two coupled bugs that made
a budget-capped Haiku run report a vacuous "0/N" measurement in ~2ms with
zero LLM calls — indistinguishable from a real deficient-skill score:

1. Claude Haiku 4.5's canonical dateless id (`claude-haiku-4-5`) was missing
   from anthropic-pricing.ts (only the dated `-20251001` was present). With
   `--max-cost` set, BudgetTracker.reserve() threw no_pricing on the FIRST
   chat() of every rollout. Added the dateless entry (sonnet already had its
   dateless form).
2. runValidationGate swallowed that BUDGET_EXHAUSTED error — runWithLimit
   settled it as {ok:false}, which the gate turned into median:0. A pricing/cap
   crash became a fake score. The gate now scans settled results for
   isMustAbortError() and re-throws so the caller aborts loudly; ordinary
   (non-abort) rollout errors still fail-open to 0 (judge-hiccup posture kept).

Pinned by test/skillopt/validate-gate-abort.test.ts (3 cases). Folds into the
open v0.42.9.0 PR (#1759).

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>

* fix(ci): llms-full.txt over size budget — drop what-schemas-unlock from full bundle

The toolLoop + budget bug-fix annotations grew CLAUDE.md, pushing llms-full.txt
to 756KB over the 750KB FULL_SIZE_BUDGET (the `build-llms > size budget` test
failed, failing the `test` CI job). CLAUDE.md stays inlined by design (it's the
point of the one-fetch bundle), so per the budget comment's own guidance ("ship
with includeInFull=false exclusions") this excludes docs/what-schemas-unlock.md
(15.4KB value-explainer, not load-bearing operational reference) from
llms-full.txt; it stays linked in llms.txt. Bundle now 740KB with ~9KB headroom.
No budget bump — 750KB is near the ~190k-token-context fit ceiling.

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>

* chore(ci): re-admit policy docs into ci-cache-hash before doc relocation

docs/**/*.md is deny-listed from the CI cache hash (test-irrelevant). The
CLAUDE.md restructure moves test/release POLICY into docs/TESTING.md +
docs/RELEASING.md, which DO carry contracts the test suite reads. Without
re-admitting them, a policy-only edit would produce the same cache hash and
skip the test shard that runs the build-llms + doc-history guards (false-pass).

Adds an ALLOW_PATTERNS re-admit step after the deny, scoped to the named
policy docs (not a blanket docs un-deny). Lands FIRST, before any doc moves.

Pinned by 3 new cases in test/scripts/ci-cache-hash.test.ts: TESTING.md +
RELEASING.md edits MUST change the hash; docs/guide.md still must not.

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>

* refactor(docs): relocate Key files / thin-client / Testing out of CLAUDE.md (verbatim)

CLAUDE.md had grown to 592KB / ~147k tokens auto-loaded every session (~77% of
the llms-full.txt single-fetch bundle). The per-file index was append-only by
mandate. This is the exact thin-dispatcher-vs-fat-blob anti-pattern gbrain exists
to fix, so CLAUDE.md becomes a thin orientation + resolver that points at
on-demand docs.

This commit is the VERBATIM move (content-preserving — the next commit compresses):
- docs/architecture/KEY_FILES.md   <- ## Key files + the calibration key-files
  cluster + Schema Cathedral v3 impl detail
- docs/architecture/thin-client.md <- ## Thin-client routing
- docs/TESTING.md                   <- ## Testing
- ## Commands DROPPED (18 'added in vX.Y' history blocks; current surface is
  gbrain 0.41.38.0 -- personal knowledge brain

USAGE
  gbrain <command> [options]

SETUP
  init [--pglite|--supabase|--url]   Create brain (PGLite default, no server)
  migrate --to <supabase|pglite>     Transfer brain between engines
  upgrade                            Self-update
  check-update [--json]              Check for new versions
  doctor [--json] [--fast]            Health check (resolver, skills, pgvector, RLS, embeddings)
  integrations [subcommand]          Manage integration recipes (senses + reflexes)

PAGES
  get <slug>                         Read a page
  put <slug> [< file.md]             Write/update a page
  delete <slug>                      Delete a page
  list [--type T] [--tag T] [-n N]   List pages

SEARCH
  search <query>                     Keyword search (tsvector)
  query <question> [--no-expand]     Hybrid search (RRF + expansion)
  ask <question> [--no-expand]       Alias for query

IMPORT/EXPORT
  import <dir> [--no-embed]          Import markdown directory
  sync [--repo <path>] [flags]       Git-to-brain incremental sync
  sync --watch [--interval N]        Continuous sync (loops until stopped)
  sync --install-cron                Install persistent sync daemon
  export [--dir ./out/]              Export to markdown
  export --restore-only [--repo <p>] Restore missing supabase-only files
        [--type T] [--slug-prefix S] With optional filters

FILES
  files list [slug]                  List stored files
  files upload <file> --page <slug>  Upload file to storage
  files upload-raw <file> --page <s> Smart upload (size routing + .redirect.yaml)
  files signed-url <path>            Generate signed URL (1-hour)
  files sync <dir>                   Bulk upload directory
  files verify                       Verify all uploads

EMBEDDINGS
  embed [<slug>|--all|--stale]       Generate/refresh embeddings

LINKS
  link <from> <to> [--type T]        Create typed link
  unlink <from> <to>                 Remove link
  backlinks <slug>                   Incoming links
  graph <slug> [--depth N]           Traverse link graph (returns nodes)
  graph-query <slug> [--type T]      Edge-based traversal with type/direction filters
        [--depth N] [--direction in|out|both]

TAGS
  tags <slug>                        List tags
  tag <slug> <tag>                   Add tag
  untag <slug> <tag>                 Remove tag

TIMELINE
  timeline [<slug>]                  View timeline
  timeline-add <slug> <date> <text>  Add timeline entry

TOOLS
  extract <links|timeline|all>       Extract links/timeline (idempotent)
        [--source fs|db]             fs (default) walks .md files; db iterates engine pages
        [--dir <brain>]              brain dir for fs source
        [--type T] [--since DATE]    filters (db source)
        [--dry-run] [--json]
  publish <page.md> [--password]     Shareable HTML (strips private data, optional AES-256)
  check-backlinks <check|fix> [dir]  Find/fix missing back-links across brain
  lint <dir|file> [--fix]            Catch LLM artifacts, placeholder dates, bad frontmatter
  orphans [--json] [--count]         Find pages with no inbound wikilinks
  salience [--days N] [--kind P]     v0.29: pages ranked by emotional + activity salience
  anomalies [--since D] [--sigma N]  v0.29: cohort-based statistical anomalies (tag, type)
  transcripts recent [--days N]      v0.29: recent raw .txt transcripts (local-only)
  dream [--dry-run] [--json]         Run the overnight maintenance cycle once (cron-friendly).
                                     See also: autopilot --install (continuous daemon).
  check-resolvable [--json] [--fix]  Validate skill tree (reachability/MECE/DRY)
  report --type <name> --content ... Save timestamped report to brain/reports/

BRAIN (capture / ideate / explore — v0.37/v0.38)
  capture [content] [--file PATH]    Single entrypoint for getting content into the brain
        [--stdin] [--slug s] [--type t]   Inline content / file / stdin; writes to inbox/ by default
        [--source ID] [--quiet|--json]    Multi-source brains: route to a non-default source
  brainstorm <question> [--json]     Bisociation idea generator (hybrid search + far-set + judge)
        [--save|--no-save] [--limit N]
  lsd <question> [--json]            Lateral Synaptic Drift: inverted-judge brainstorm
        [--save|--no-save] [--limit N]    rewarding far-from-obvious + axiomatic inversions

SOURCES (multi-repo / multi-brain)
  sources list                       Show registered sources
  sources add <id> --path <p>        Register a source (id = short name, e.g. 'wiki')
  sources remove <id>                Remove a source + its pages
  sync --all                         Sync all sources with a local_path
  sync --source <id>                 Sync one specific source
  repos ...                          DEPRECATED alias for 'sources' (v0.19.0)

CODE INDEXING (v0.19.0 / v0.20.0 Cathedral II)
  code-def <symbol> [--lang l]       Find the definition of a symbol across code pages
  code-refs <symbol> [--lang l]      Find all references to a symbol (JSON-first)
  code-callers <symbol>              Who calls this symbol? (v0.20.0 A1)
  code-callees <symbol>              What does this symbol call? (v0.20.0 A1)
  query <q> --lang <l>               Filter hybrid search to one language (v0.20.0)
  query <q> --symbol-kind <k>        Filter to symbol type (function|class|method|...) (v0.20.0)
  reconcile-links [--dry-run]        Batch-recompute doc↔impl edges (v0.20.0)
  reindex-code [--source id] [--yes] Explicit code-page reindex (v0.20.0)
  sync --strategy code               Sync code files into the brain

JOBS (Minions)
  jobs submit <name> [--params JSON]  Submit background job [--follow] [--dry-run]
  jobs list [--status S] [--limit N]  List jobs
  jobs get <id>                       Job details + history
  jobs cancel <id>                    Cancel job
  jobs retry <id>                     Re-queue failed/dead job
  jobs prune [--older-than 30d]       Clean old jobs
  jobs stats                          Job health dashboard
  jobs work [--queue Q]               Start worker daemon (Postgres only)

ADMIN
  stats                              Brain statistics
  health                             Brain health dashboard
  history <slug>                     Page version history
  revert <slug> <version-id>         Revert to version
  features [--json] [--auto-fix]     Scan usage + recommend unused features
  autopilot [--repo] [--interval N]  Self-maintaining brain daemon
  config [show|get|set] <key> [val]  Brain config
  storage status [--repo <path>]     Storage tier status and health
        [--json]                     (git-tracked vs supabase-only)
  serve                              MCP server (stdio)
  serve --http [--port N]            HTTP MCP server with OAuth 2.1
    --token-ttl N                    Access token TTL in seconds (default: 3600)
    --enable-dcr                     Enable Dynamic Client Registration
    --public-url URL                 Public issuer URL (required behind proxy/tunnel)
  call <tool> '<json>'               Raw tool invocation
  version                            Version info
  --tools-json                       Tool discovery (JSON)

Run gbrain <command> --help for command-specific help. + the per-command KEY_FILES entries; content stays in git)

CLAUDE.md gains: a Reference map (resolver), a Maintaining section (the
anti-disease rule), and a Cross-cutting invariants subsection under Architecture
so the must-never-violate rules (trust fail-closed, sourceScopeOpts isolation,
JSONB trap, engine parity, contract-first, migrations, multi-source) still
auto-load after the index moved out.

Result: CLAUDE.md 592KB -> 61KB; llms-full.txt 740KB -> 210KB (new docs link-only
until compressed). build-llms drift + budget test green; verify 29/29 green.
The pre-move content is recoverable at git show <this^>:CLAUDE.md.

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>

* refactor(docs): compress relocated docs to current-state + add recurrence guard

Compresses the verbatim-relocated reference docs from append-only release-history
to current-state-only (the disease cure), then makes recurrence structurally
impossible via a CI guard.

Compression (fan-out subagents + adversarial verify, audited mechanically):
- KEY_FILES.md 453KB -> 356KB; TESTING.md 42KB -> 38KB; thin-client.md already clean.
- 393/393 entries preserved; every src/test/scripts path from the verbatim original
  survives (mechanical comm-check); zero bolded **v0. markers remain.
- Conservative ratio (~22%) because the content is invariant-dense — correctness
  over brevity. Dropped: **vX.Y.Z (#NNN):** clauses, codex/review tags, contributor
  credits, PR-numbers-as-ids, pre-fix/then/was-now history deltas. Kept: every
  exported symbol, invariant, and Pinned-by reference. Verbatim original recoverable
  at git show <relocation-commit>:docs/architecture/KEY_FILES.md.

Recurrence guard (scripts/check-key-files-current-state.sh, wired into verify + check:all):
- HARD: bans the bolded **v0.<digit> marker in the reference docs (scoped — plain
  'as of pgvector 0.7' prose is fine, no false positives).
- HARD: CLAUDE.md size cap (90KB; currently 61KB) — the structural backstop.
- Pinned by test/scripts/check-key-files-current-state.test.ts (7 cases).

Content contracts (test/build-llms.test.ts, +5 cases per codex outside-voice):
CLAUDE.md keeps inline ship IRON RULES (version format, document-release,
never-hand-roll); AGENTS.md keeps its boot order; llms indexes the new docs;
KEY_FILES stays link-only (not inlined).

Privacy: scrubbed the relocated 'wintermute/chat/' source-boost examples + the
literal harvest-lint regex to generic placeholders (legitimate in allowlisted
CLAUDE.md; genericized for the new public docs per the privacy rule).

Reverts the 284c50a4 band-aid: re-inlines docs/what-schemas-unlock.md now that the
restructure freed ~530KB of bundle headroom (llms-full.txt 740KB -> 225KB).

verify 30/30 green (incl. new check:doc-history).

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>

* refactor(docs): relocate verbose release process to docs/RELEASING.md

The highest-/ship-risk commit (isolated so it can revert alone). Moves the verbose
release + contributor procedure out of CLAUDE.md, keeping every ship-critical IRON
RULE inline so /ship + /document-release (which read CLAUDE.md) cannot regress.

Moved to docs/RELEASING.md: pre-ship test requirements; the CHANGELOG-branch-scoped
+ CHANGELOG voice + release-summary template; the 'To take advantage of vX' block
spec; version migrations + migration-is-canonical; schema state tracking; GitHub
Actions SHA maintenance; PR-descriptions-cover-the-branch; community-PR-wave;
checking-out-PRs-from-garrytan-agents.

Kept INLINE in CLAUDE.md (ship-critical IRON RULES — do NOT move):
- the Version-locations table (5-file sync) + the 3-line consistency audit
- Conductor branch=workspace
- Post-ship /document-release (MANDATORY)
- Privacy + Responsible-disclosure rules (Privacy also anchors the check-privacy
  allowlist — the only place allowed to name the fork)
- PR-title-version-first
- never-hand-roll-ship (Skill routing)
Plus a new ## Releasing pointer ('Before any ship, read docs/RELEASING.md in full')
and a resolver row.

CLAUDE.md 61KB -> 39KB (592KB -> 39KB overall, 93% cut; ~9k tokens auto-loaded vs
~147k). CLAUDE.md size-gate tightened 90KB -> 60KB. The content-contract tests pin
that the inline IRON RULES (MAJOR.MINOR.PATCH.MICRO, document-release, hand-roll
ship) did NOT move out. The moved ranges carry no banned fork name, so RELEASING.md
needs no privacy allowlist entry. verify 30/30; bundle 225KB -> 204KB.

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>

* docs(changelog): note CLAUDE.md restructure in v0.42.9.0

The CLAUDE.md thin-resolver restructure (592KB → 39KB) rides in this
release; record it under the existing v0.42.9.0 For-contributors section.
No version bump — v0.42.9.0 is unreleased and already allocated to this PR.

* fix(ci): ci-cache-hash re-admit matched a literal \t, a no-op on GNU grep

The policy-doc re-admit (75992b77) put `\t` inline in the ALLOW patterns
passed to `grep -E`. BSD grep (macOS local) treats `\t` as a tab so it
worked locally; GNU grep (Ubuntu CI) treats it as literal `t`, so nothing
re-admitted and docs/TESTING.md / docs/RELEASING.md stayed deny-listed —
the two policy-doc tests failed on CI shard 6 (1097 pass / 2 fail).

Build ALLOW_RE with `printf '\t(%s)'` so the tab is a real byte, identical
in construction to DENY_RE (line 117), which the CI log shows matches
correctly on GNU grep. End-to-end: editing docs/TESTING.md now flips the
hash; a normal docs/*.md add still does not (deny stays scoped).

* fix(skillopt): feed the scorer's success criteria to the optimizer

Surfaced by the SkillOpt real-LLM eval (Track B). The reflect step was shown
only a pass/fail score and the agent transcript — never WHAT the benchmark
judge rewards. On a skill judged by structure (e.g. "must include a
Confidence: line") the optimizer proposed plausible-but-off edits ("close with
a synthesis") that never satisfied the literal check; every candidate scored 0
on D_sel, the validation gate rejected them all, and the skill text never
changed (optimized === baseline === 0).

Fix: render each benchmark Judge (rule checks / llm rubric / qrels) into
plain-English criteria via new exported describeJudge / describeJudges, and
thread them into the reflect prompt (a SUCCESS CRITERIA block) for both the
loop reflect calls and the one-shot-rewrite path. The orchestrator computes the
distinct criteria across train+sel+test once. The optimizer system prompt now
instructs it to satisfy the criteria through genuine content, never empty
keywords — reward-hacking stays defended by the independent held-out gate
(cat32 confirms the gate catches a keyword-stuffing hack).

End-to-end this took a deficient skill from 0.00 to 1.00 on a held-out set it
never trained on. Pinned by test/skillopt/reflect.test.ts (describeJudge per
kind, describeJudges dedup, criteria present/absent in the prompt). Folds into
the open v0.42.9.0 PR (#1759).

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>

---------

Co-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
2026-06-03 05:50:21 -07:00

434 lines
22 KiB
Markdown

# Releasing & contributing (gbrain)
The full release + contributor process. CLAUDE.md keeps the ship-critical IRON RULES
inline (the Version-locations table, branch=workspace, post-ship `/document-release`,
the Privacy + Responsible-disclosure rules, PR-title-version-first, never-hand-roll-ship)
and points here for everything else. **Before any ship, read this in full. Use `/ship`
never hand-roll a release.**
## Pre-ship requirements
Before shipping (/ship) or reviewing (/review), always run the full test suite.
Two equivalent paths:
**Path A — local CI gate (recommended, v0.23.1+):**
- `bun run ci:local` runs the entire stack inside Docker: gitleaks (host), unit
tests with `DATABASE_URL` unset, and all 29 E2E files sequentially against a
fresh pgvector container. Stronger than PR CI's 2-file Tier 1 set; closer to
what nightly Tier 1 catches. Spins up + tears down postgres automatically via
`docker-compose.ci.yml`. Override the host port with
`GBRAIN_CI_PG_PORT=5435 bun run ci:local` if 5434 collides.
- `bun run ci:local:diff` runs only the E2E files matched by the diff selector
(`scripts/select-e2e.ts`), falling back to all 29 on unmapped src/ paths or
schema/skills/package.json changes. Fast iteration during a focused branch.
**Path B — manual lifecycle (still supported):**
- `bun test` — unit tests (no database required)
- Follow the "E2E test DB lifecycle" steps above to spin up the test DB,
run `bun run test:e2e`, then tear it down.
Both must pass. Do not ship with failing E2E tests. Do not skip E2E tests.
**Always run typecheck before pushing.** `bun test` (the bun runner)
skips TypeScript type checking — it only enforces runtime behavior.
Three ways to actually gate on types:
1. `bun run test` (npm script in `package.json`) — includes `bun run typecheck`
plus the four shell pre-checks (`check-jsonb-pattern.sh`,
`check-progress-to-stdout.sh`, `check-trailing-newline.sh`,
`check-wasm-embedded.sh`) before the runner. Use this mid-branch.
2. `bun run typecheck``tsc --noEmit` standalone. Fast (~5s on this repo).
3. `bun run ci:local` — the full local CI gate from Path A.
The trap is: writing a new test, running `bun test test/foo.test.ts`,
seeing it pass, pushing — and CI's separate typecheck stage rejects an
invalid type literal that the runner accepted. Caught one of these
shipping the v0.23.2 round-trip E2E (`type: 'reflection'` is not a
member of `PageType`). Run `bun run typecheck` once before push, even
when only test files changed.
## CHANGELOG + VERSION are branch-scoped
**VERSION and CHANGELOG describe what THIS branch adds vs master, not how we got
here.** Every feature branch that ships gets its own version bump and CHANGELOG
entry. The entry is product release notes for users; it is not a log of internal
decisions, review rounds, or codex findings.
**Write the CHANGELOG entry at /ship time, not during development.** Mid-branch
iterations, review rounds (CEO/Eng/Codex/DX), and implementation detours belong
in the plan file at `~/.claude/plans/`, not in the CHANGELOG. One unified entry
per branch, covering what the branch added vs the base branch.
**Never edit a CHANGELOG entry that already landed on master.** If master has
v0.18.2 and your branch adds features, bump to the next version (v0.19.0, not
editing master's v0.18.2). When merging master into your branch, master may
bring new CHANGELOG entries above yours — push your entry above master's
latest and verify:
- Does CHANGELOG have your branch's own entry separate from master's entries?
- Is VERSION higher than master's VERSION?
- Is your entry the topmost `## [X.Y.Z]` entry?
- `grep "^## \[" CHANGELOG.md` shows a contiguous version sequence?
If any answer is no, fix it before continuing.
**CHANGELOG is for users, not contributors.** Write like product release notes:
- Lead with what the user can now **do** that they couldn't before. Sell the capability.
- Plain language, not implementation details. "You can now..." not "Refactored the..."
- **Never mention internal artifacts**: plan file IDs, decision tags (D-CX-#, F-ENG-#),
review rounds, codex findings, subcontractor credits. These are invisible to users.
- Put contributor-facing changes in a separate `### For contributors` section at the bottom.
- Every entry should make someone think "oh nice, I want to try that."
**What to omit:**
- "Codex caught X that the CEO review missed" — private process detail.
- "D-CX-3 split errors/warnings" — tag is meaningless to users; name the feature instead.
- "Fix-wave PR #N supersedes #M" — supersede chains belong in PR bodies, not release notes.
- "215 new cases, 3 decisions applied, 7 reviews cleared" — these are planning-mode metrics.
**What to keep:**
- The user-facing change: what commands exist now, what flag was added, what behavior fixed.
- Numbers that mean something to the user: TTHW, commands that timed out before, detection counts.
- Upgrade instructions: `gbrain upgrade` + any manual step if needed.
- Credit to external contributors when a community PR was incorporated.
## CHANGELOG voice + release-summary format
**IRON RULE: the CHANGELOG describes what the user gets, not how the work
happened.** Nobody reading release notes cares that codex caught a bug, that
the plan went through CEO + eng review, that the migration was originally
numbered v68 and renumbered to v79 during master merge, or that two
review rounds caught architectural mistakes. The reader cares what
`gbrain brainstorm` does and how to use it. If a fact only exists because
of the development process, it does NOT belong in the CHANGELOG.
**Specifically forbidden in CHANGELOG entries:**
- Any mention of review processes (CEO review, eng review, codex review,
plan-eng-review, outside voice, adversarial review, autoplan, /review).
- "What we caught and fixed before merging" sections. Bugs found pre-merge
are not changes — they're things that didn't ship.
- Plan file references, plan IDs, plan decision tags (D1, D14, D-CDX-3).
- Migration version drama ("originally v68", "renumbered to v77", "claimed
by parallel waves") — just say "Migration v79 adds X." If the user
cares about migration ordering, they read the diff.
- Round counts, finding counts, decision counts ("25 findings across 2
rounds", "8 architectural decisions", "5/6 expansions accepted").
- Names of internal collaborators ("codex caught", "the reviewer flagged",
"Claude noticed").
- "Plan + reviews" summary bullets. The plan lives in `~/.claude/plans/`;
if a future reader wants the backstory they can grep there.
- Any wording that frames a shipped feature as a *recovery* from a planning
mistake ("the first plan was wrong", "we corrected the approach", "the
shipped version supersedes the original design").
**Smell test:** read the entry as a stranger who has never touched gbrain.
If any sentence makes them think "why are you telling me this?", cut it.
Every sentence in the release-summary AND in the itemized changes must
answer one of three questions: *What can I now do? How do I use it? What
should I watch for after I upgrade?*
Every version entry in `CHANGELOG.md` MUST start with a release-summary section in
the GStack/Garry voice — one viewport's worth of prose + tables that lands like a
verdict, not marketing. The itemized changelog (subsections, bullets, files) goes
BELOW that summary, separated by a `### Itemized changes` header.
The release-summary section gets read by humans, by the auto-update agent, and by
anyone deciding whether to upgrade. The itemized list is for agents that need to
know exactly what changed.
### Release-summary template
**Iron rule: lead ELI10, get precise after.** The first ~150 words of every entry
must be readable by someone who does NOT know gbrain's internals. No file paths,
no function names, no internal constants, no acronyms (no "RRF", no "knobsHash",
no "MODE_BUNDLES", no "CDX-4"), no jargon that requires reading the codebase to
parse. Lead with the user-visible behavior change, in everyday English, like
you're explaining it to a smart engineer who has never opened the repo.
THEN, once the reader knows what shipped and why they'd care, drill into the
precise details: real file paths, real function names, real config keys, real
numbers. The precision part is required (the entry is also the technical record
of what changed), but it lives AFTER the plain-English lead, never before it.
The shape:
1. **One-line bold headline.** What changed for the user, in human English. No
jargon. No internal terms. Example good: "Your search stops boosting weak
pages just because they have a lot of links pointing at them." Example bad:
"PostFusionOpts gains floorRatio; KNOBS_HASH_VERSION bumped 2→3."
2. **Plain-English opener** (~3-5 sentences). Describe the problem this fixes in
everyday terms. Pretend the reader has a brain full of meeting notes and
people pages and wants to know if this release helps them. Concrete example
beats abstract description.
3. **A "How to turn it on" or "How to use it" section** with paste-ready
commands. Real flags, real config keys. This is where precision starts.
4. **A "What you'd see in a concrete example" or "The X numbers that matter"
section** with a table. Use everyday-language column headers ("Page",
"Match quality", "Has many backlinks?") even when the underlying mechanism
is technical. The table teaches what the feature does without requiring the
reader to understand how.
5. **A "What's safe to know about" or "Things to watch" section** for caveats,
side effects, cache invalidation, mid-deploy notes. Still in plain language.
6. **A "What we caught and fixed before merging" section** if the work went
through review (CEO/eng/codex/outside-voice). Translate review findings into
plain English. "We caught a stale-cache bug" beats "knobsHash() did not
include floorRatio in the v=2 hash input."
7. **`### Itemized changes`** (precision lives here). File paths, function
names, types, constants, line numbers. This section is for engineers who
need to know exactly what moved.
Voice rules (apply throughout):
- No em dashes (use commas, periods, "...").
- No AI vocabulary (delve, robust, comprehensive, nuanced, fundamental, etc.) or
banned phrases ("here's the kicker", "the bottom line", etc.).
- Real numbers, real file names, real commands AFTER the ELI10 lead. Not "fast"
but "~30s on 30K pages." In the ELI10 lead, "fast enough that you won't
notice" or "~30 seconds even on a big brain."
- Short paragraphs, mix one-sentence punches with 2-3 sentence runs.
- Connect to user outcomes: "the agent does ~3x less reading" beats "improved
precision."
- Be direct about quality. "Well-designed" or "this is a mess." No dancing.
**The smell test:** if someone who has never opened gbrain reads the first 150
words and walks away knowing what shipped and whether they care, the entry
passes. If they need to grep the codebase to follow along, rewrite the lead.
**Canonical examples in this CHANGELOG:** v0.35.6.0 (floor-ratio gate, written
ELI10-lead-first), v0.34.4.0 (embed stale fix wave). Use those shapes when in
doubt. Avoid the shape of entries that lead with internal constants or release
mechanics; those exist in older history but should not be the model for new
work.
Source material to pull from:
- CHANGELOG.md previous entry for prior context
- Latest `gbrain-evals/docs/benchmarks/[latest].md` for headline numbers (sibling repo)
- Recent commits (`git log <prev-version>..HEAD --oneline`) for what shipped
- Don't make up numbers. If a metric isn't in a benchmark or production data, don't
include it. Say "no measurement yet" if asked.
Target length: ~250-350 words for the summary. Should render as one viewport.
### "To take advantage of v[version]" block (required, v0.13+)
After the release-summary and BEFORE `### Itemized changes`, every `## [X.Y.Z]`
entry MUST include a human-readable self-repair block under the heading
`## To take advantage of v[version]`.
Why: `gbrain upgrade` runs `gbrain post-upgrade` which runs `gbrain apply-migrations`.
This chain has a known weak link — `upgrade.ts` catches post-upgrade failures as
best-effort (so the binary still works). When that chain silently fails, users end
up with half-upgraded brains. The self-repair block gives them a paste-ready
recovery path; the v0.13+ `~/.gbrain/upgrade-errors.jsonl` trail + `gbrain doctor`
integration close the loop.
Template (adapt the verify commands per release):
```markdown
## To take advantage of v[version]
`gbrain upgrade` should do this automatically. If it didn't, or if `gbrain doctor`
warns about a partial migration:
1. **Run the orchestrator manually:**
```bash
gbrain apply-migrations --yes
```
2. **Your agent reads `skills/migrations/v[version].md` the next time you interact with it.**
[One sentence on whether headless agents need manual action, or whether the
orchestrator already handled the mechanical side.]
3. **Verify the outcome:**
```bash
[release-specific verify commands, e.g. `gbrain graph ... --depth 2`]
gbrain stats
```
4. **If any step fails or the numbers look wrong,** please file an issue:
https://github.com/garrytan/gbrain/issues with:
- output of `gbrain doctor`
- contents of `~/.gbrain/upgrade-errors.jsonl` if it exists
- which step broke
This feedback loop is how the gbrain maintainers find fragile upgrade paths. Thank you.
```
**Skip this block** for patches that are pure bug fixes with zero user-facing action
(rare). If the release has a schema migration, data backfill, or new feature the
user needs to verify, the block is required.
The v0.13.0 entry in CHANGELOG.md is the canonical example.
### Itemized changes (the existing rules)
Below the release summary, write `### Itemized changes` and continue with the
detailed subsections (Knowledge Graph Layer, Schema migrations, Security hardening,
Tests, etc.). Same rules as before:
- Lead with what the user can now DO that they couldn't before
- Frame as benefits and capabilities, not files changed or code written
- Make the user think "hell yeah, I want that"
- Bad: "Added GBRAIN_VERIFY.md installation verification runbook"
- Good: "Your agent now verifies the entire GBrain installation end-to-end, catching
silent sync failures and stale embeddings before they bite you"
- Bad: "Setup skill Phase H and Phase I added"
- Good: "New installs automatically set up live sync so your brain never falls behind"
- **Always credit community contributions.** When a CHANGELOG entry includes work from
a community PR, name the contributor with `Contributed by @username`. Contributors
did real work. Thank them publicly every time, no exceptions.
### Reference: v0.12.0 entry as canonical example
The v0.12.0 entry in CHANGELOG.md is the canonical example of the format. Match its
structure for every future version: bold headline, lead paragraph, "numbers that
matter" with BrainBench-style before/after table, "what this means" closer, then
`### Itemized changes` with the detailed sections below.
## Version migrations
Create a migration file at `skills/migrations/v[version].md` when a release
includes changes that existing users need to act on. The auto-update agent
reads these files post-upgrade (Section 17, Step 4) and executes them.
**You need a migration file when:**
- New setup step that existing installs don't have (e.g., v0.5.0 added live sync,
existing users need to set it up, not just new installs)
- New SKILLPACK section with a MUST ADD setup requirement
- Schema changes that require `gbrain init` or manual SQL
- Changed defaults that affect existing behavior
- Deprecated commands or flags that need replacement
- New verification steps that should run on existing installs
- New cron jobs or background processes that should be registered
**You do NOT need a migration file when:**
- Bug fixes with no behavior changes
- Documentation-only improvements (the agent re-reads docs automatically)
- New optional features that don't affect existing setups
- Performance improvements that are transparent
**The key test:** if an existing user upgrades and does nothing else, will their
brain work worse than before? If yes, migration file. If no, skip it.
Write migration files as agent instructions, not technical notes. Tell the agent
what to do, step by step, with exact commands. See `skills/migrations/v0.5.0.md`
for the pattern.
## Migration is canonical, not advisory
GBrain's job is to deliver a canonical, working setup to every user on upgrade.
Anything that looks like a "host-repo change" — AGENTS.md, cron manifests,
launchctl units, config files outside `~/.gbrain/` — is a GBrain migration
step, not a nudge we leave for the host-repo maintainer. Migrations edit host
files (with backups) to make the canonical setup real. Exceptions: changes
that require human judgment (content edits, renames that break semantics,
host-specific handler registration where shell-exec would be an RCE surface).
Everything mechanical ships in the migration.
**Test:** if shipping a feature requires a sentence that starts with "in
your AGENTS.md, add…" or "in your cron/jobs.json, rewrite…", the migration
orchestrator should be doing that edit, not the user.
**The exception is host-specific code.** For custom Minion handlers
(host-specific integrations like inbox sweeps or third-party API scanners), shipping them as a
data file the worker would exec is an RCE surface. Those get registered in
the host's own repo via the plugin contract (`docs/guides/plugin-handlers.md`);
the migration orchestrator emits a structured TODO to
`~/.gbrain/migrations/pending-host-work.jsonl` + the host agent walks the
TODOs using `skills/migrations/v0.11.0.md` — stays host-agnostic, still
canonical.
## Schema state tracking
`~/.gbrain/update-state.json` tracks which recommended schema directories the user
adopted, declined, or added custom. The auto-update agent (SKILLPACK Section 17)
reads this during upgrades to suggest new schema additions without re-suggesting
things the user already declined. The setup skill writes the initial state during
Phase C/E. Never modify a user's custom directories or re-suggest declined ones.
## GitHub Actions SHA maintenance
All GitHub Actions in `.github/workflows/` are pinned to commit SHAs. Before shipping
(`/ship`) or reviewing (`/review`), check for stale pins and update them:
```bash
for action in actions/checkout oven-sh/setup-bun actions/upload-artifact actions/download-artifact softprops/action-gh-release gitleaks/gitleaks-action; do
tag=$(grep -r "$action@" .github/workflows/ | head -1 | grep -o '#.*' | tr -d '# ')
[ -n "$tag" ] && echo "$action@$tag: $(gh api repos/$action/git/ref/tags/$tag --jq .object.sha 2>/dev/null)"
done
```
If any SHA differs from what's in the workflow files, update the pin and version comment.
## PR descriptions cover the whole branch
Pull request titles and bodies must describe **everything in the PR diff against the
base branch**, not just the most recent commit you made. When you open or update a
PR, walk the full commit range with `git log --oneline <base>..<head>` and write the
body to cover all of it. Group by feature area (schema, code, tests, docs) — not
chronologically by commit.
This matters because reviewers read the PR body to understand what's shipping. If
the body only covers your last commit, they miss everything else and can't review
properly. A 7-commit PR with a body that describes commit 7 is worse than no body
at all — it actively misleads.
When in doubt, run `gh pr view <N> --json commits --jq '[.commits[].messageHeadline]'`
to see what's actually in the PR before writing the body.
## Community PR wave process
Never merge external PRs directly into master. Instead, use the "fix wave" workflow:
1. **Categorize** — group PRs by theme (bug fixes, features, infra, docs)
2. **Deduplicate** — if two PRs fix the same thing, pick the one that changes fewer
lines. Close the other with a note pointing to the winner.
3. **Collector branch** — create a feature branch (e.g. `garrytan/fix-wave-N`), cherry-pick
or manually re-implement the best fixes from each PR. Do NOT merge PR branches directly —
read the diff, understand the fix, and write it yourself if needed.
4. **Test the wave** — verify with `bun test && bun run test:e2e` (full E2E lifecycle).
Every fix in the wave must have test coverage.
5. **Close with context** — every closed PR gets a comment explaining why and what (if
anything) supersedes it. Contributors did real work; respect that with clear communication
and thank them.
6. **Ship as one PR** — single PR to master with all attributions preserved via
`Co-Authored-By:` trailers. Include a summary of what merged and what closed.
**Community PR guardrails:**
- Always AskUserQuestion before accepting commits that touch voice, tone, or
promotional material (README intro, CHANGELOG voice, skill templates).
- Never auto-merge PRs that remove YC references or "neutralize" the founder perspective.
- Preserve contributor attribution in commit messages.
## Checking out PRs from garrytan-agents
`garrytan-agents` is the AI-authored PR account and is NOT a collaborator on
this repo. Its PRs live in a fork, so GitHub Actions triggered by
`pull_request` events on those PRs do not receive base-repo secrets. Any CI
job that needs `ANTHROPIC_API_KEY`, `OPENAI_API_KEY`, or similar will fail
with empty-env auth errors, regardless of what's set on the base repo. This
is a GitHub security default, not a config bug.
When the user says "check out <PR link>" and the PR is from `garrytan-agents`
(or any other non-collaborator fork), move the branch into the base repo
before running CI:
1. `gh pr checkout <N>` — pull down the fork's branch. Note the PR number and
head branch name (`gh pr view <N> --json headRefName --jq .headRefName`).
2. `git push origin HEAD:<branch-name>` — push the same branch to the base
repo (origin points at `garrytan/gbrain`, not the fork). This is the move
that gives CI access to secrets.
3. `gh pr close <N> --comment "moving to base-repo branch for secret access"`
— close the fork PR so the queue stays clean.
4. `gh pr create --base master --head <branch-name>` — open the replacement
PR from the base-repo branch. **Preserve the original PR's title and body
verbatim** (`gh pr view <N> --json title,body`); contributor attribution
moves to a `Co-Authored-By:` trailer if needed.
Why this over alternatives: adding `garrytan-agents` as a collaborator, or
flipping the repo-wide "send secrets to fork PRs" toggle, both broaden
secret distribution to every fork PR from that account or any fork. Moving
the branch keeps secret scope tight to just the one PR being shipped.