* refactor: extract shared utils, add runMigration + getChunksWithEmbeddings to BrainEngine Extract validateSlug, contentHash, rowToPage, rowToChunk, rowToSearchResult from postgres-engine.ts into shared utils.ts. Add rowToChunk includeEmbedding parameter for migration support. Add two new methods to BrainEngine interface: - runMigration(version, sql) — replaces internal eng.sql access in migrate.ts - getChunksWithEmbeddings(slug) — returns chunks with embedding data for migration Replace 'sqlite' with 'pglite' in EngineConfig and GBrainConfig types. Fix loadConfig to infer engine from database_path. Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com> * feat: pluggable engine factory + hybridSearch keyword-only fallback Add createEngine() factory with dynamic imports so PGLite WASM is never loaded for Postgres users. Wire CLI to use factory instead of hardcoded PostgresEngine. Force workers=1 for PGLite imports (single-connection architecture). Fix hybridSearch to check OPENAI_API_KEY before calling embed(). When unset, returns keyword-only results instead of throwing. Critical for local PGLite users who don't need vector search. Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com> * feat: PGLiteEngine — embedded Postgres 17.5 via WASM, same SQL everywhere Full BrainEngine implementation (37 methods) using @electric-sql/pglite. Same SQL as PostgresEngine — tsvector triggers, pgvector HNSW, pg_trgm fuzzy matching, recursive CTEs, JSONB. Only the driver call syntax differs (parameterized queries instead of tagged templates). PGLite schema is the Postgres schema minus RLS, advisory locks, and remote auth tables (access_tokens, mcp_request_log, files). No server. No subscription. One directory. Works offline. Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com> * feat: smart init (PGLite default) + bidirectional engine migration gbrain init now defaults to PGLite — brain ready in 2 seconds, no server needed. Scans target directory: <1000 .md files = PGLite, >=1000 = suggests Supabase. --supabase and --pglite flags override. gbrain migrate --to supabase/pglite transfers all data between engines with manifest-based resume. Copies pages, chunks (with embeddings), tags, timeline, raw data, links, and config. --force overwrites non-empty target. Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com> * test: 60 new tests for PGLite engine, utils, and factory 41 PGLite engine tests covering all 37 BrainEngine methods: CRUD, tsvector keyword search, pg_trgm fuzzy matching, chunk upsert with COALESCE, graph traversal via recursive CTE, transactions, cascade deletes, stats/health, and embedding round-trip. 14 shared utility tests (validateSlug, contentHash, row mappers). 5 engine factory tests (dispatch, error messages). All run in-memory — zero Docker, zero DATABASE_URL, instant in CI. Add P0 TODO: submit Bun PR for WASM embedding in bun build --compile (oven-sh/bun#15032). Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com> * chore: bump version and changelog (v0.7.0) Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com> * docs: update project documentation for v0.7.0 PGLite engine - CLAUDE.md: add PGLite key files, update architecture, add migrate command, add 3 test files - README.md: PGLite as default init, zero-config getting started, migration path to Supabase - docs/ENGINES.md: PGLiteEngine shipped (v0.7), capability matrix, migration docs - docs/SQLITE_ENGINE.md: marked superseded by PGLite Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com> * chore: remove stale v0.4 README update prompt Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com> * chore: remove SQLITE_ENGINE.md (superseded by PGLite) PGLite uses the same SQL as Postgres, making a separate SQLite engine unnecessary. docs/ENGINES.md covers PGLiteEngine. Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com> * docs: update README step 2 to default to PGLite Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com> * docs: add schema setup step and install-all-integrations step to README Step 3 now tells agents to read GBRAIN_RECOMMENDED_SCHEMA.md and set up the MECE directory structure before importing. Step 7 tells agents to install every available integration recipe, not just list them. Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com> * docs: update install goal to match full opinionated setup Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com> * docs: add 'Need an AI agent first?' section with one-click deploy links New users who don't have OpenClaw or Hermes Agent get pointed to AlphaClaw on Render and the Hermes Agent Railway template. One click each. Claude Code mentioned for users who already have it. Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com> * fix: add migrate to CLI_ONLY + help output, fix standalone example - migrate command was missing from CLI_ONLY set (errored as "Unknown command") - migrate now shows in --help under SETUP - init help line shows --pglite flag - standalone CLI example uses gbrain init (not --supabase) Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com> * docs: set realistic time expectation (~30 min to working brain) DB is 2 seconds. But schema + import + embeddings + integrations is 15-30 minutes. The agent does the work, you answer API key questions. Don't oversell time-to-value. Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com> * docs: fix AlphaClaw Render requirement (8GB+ RAM, not free tier) Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com> * docs: final README polish for launch - GOAL line: "Garry Tan's exact setup" (not Claude Code specific) - Remove markdown links from code block (won't render) - STEP 2 renamed from "START HERE" to "DATABASE" - Tighten Supabase fallback text Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com> * docs: remove duplicate old install block from README The v0.5-era "With OpenClaw or Hermes Agent" paste block was superseded by the top-level "Start here" block. Having both confused users and the old one still said --supabase as step 2. Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com> * docs: clean up README consistency and remove duplicated content - Remove duplicate "Try it" section (old 4-act walkthrough that repeated the install flow and contradicted "~30 min" with "90 sec") - Remove duplicate Setup section (third repetition of gbrain init) - Fix brain.db → brain.pglite (actual default path) - Fix "coming in v0.7" → "not yet implemented" (we ARE v0.7) - Remove "You don't need Postgres" (confusing since PGLite IS Postgres) - Deduplicate "competitive dynamics" query (appeared 3 times) - Collapse redundant standalone CLI section 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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Changelog
All notable changes to GBrain will be documented in this file.
[0.7.0] - 2026-04-11
Added
- Your brain now runs locally with zero infrastructure. PGLite (Postgres 17.5 compiled to WASM) gives you the exact same search quality as Supabase, same pgvector HNSW, same pg_trgm fuzzy matching, same tsvector full-text search. No server, no subscription, no API keys needed for keyword search.
gbrain initand you're running in 2 seconds. - Smart init defaults to local.
gbrain initnow creates a PGLite brain by default. If your repo has 1000+ markdown files, it suggests Supabase for scale.--supabaseand--pgliteflags let you choose explicitly. - Migrate between engines anytime.
gbrain migrate --to supabasetransfers your entire brain (pages, chunks, embeddings, tags, links, timeline) to remote Postgres with manifest-based resume.gbrain migrate --to pglitegoes the other way. Embeddings copy directly, no re-embedding needed. - Pluggable engine factory.
createEngine()dynamically loads the right engine from config. PGLite WASM is never loaded for Postgres users. - Search works without OpenAI.
hybridSearchnow checks forOPENAI_API_KEYbefore attempting embeddings. No key = keyword-only search. No more crashes when you just want to search your local brain. - Your brain gets new senses automatically. Integration recipes teach your agent how to wire up voice calls, email, Twitter, and calendar into your brain. Run
gbrain integrationsto see what's available. Your agent reads the recipe, asks for API keys, validates each one, and sets everything up. Markdown is code -- the recipe IS the installer. - Voice-to-brain: phone calls create brain pages. The first recipe: Twilio + OpenAI Realtime voice agent. Call a number, talk, and a structured brain page appears with entity detection, cross-references, and a summary posted to your messaging app. Opinionated defaults: caller screening, brain-first lookup, quiet hours, thinking sounds. The smoke test calls YOU (outbound) so you experience the magic immediately.
gbrain integrationscommand. Six subcommands for managing integration recipes:list(dashboard of senses + reflexes),show(recipe details),status(credential checks with direct links to get missing keys),doctor(health checks),stats(signal analytics),test(recipe validation).--jsonon every subcommand for agent-parseable output. No database connection needed.- Health heartbeat. Integrations log events to
~/.gbrain/integrations/<id>/heartbeat.jsonl. Status checks detect stale integrations and include diagnostic steps. - 17 individually linkable SKILLPACK guides. The 1,281-line monolith is now broken into standalone guides at
docs/guides/, organized by category. Each guide is individually searchable and linkable. The SKILLPACK index stays at the same URL (backward compatible). - "Getting Data In" documentation. New
docs/integrations/with a landing page, recipe format documentation, credential gateway guide, and meeting webhook guide. Explains the deterministic collector pattern: code for data, LLMs for judgment. - Architecture and philosophy docs.
docs/architecture/infra-layer.mddocuments the shared foundation (import, chunk, embed, search).docs/ethos/THIN_HARNESS_FAT_SKILLS.mdis Garry's essay on the architecture philosophy with an agent decision guide.docs/designs/HOMEBREW_FOR_PERSONAL_AI.mdmaps the 10-star vision.
Changed
- Engine interface expanded. Added
runMigration()(replaces internal driver access for schema migrations) andgetChunksWithEmbeddings()(loads embedding data for cross-engine migration). - Shared utilities extracted.
validateSlug,contentHash, and row mappers moved frompostgres-engine.tstosrc/core/utils.ts. Both engines share them. - Config infers engine type. If
database_pathis set butengineis missing, config now inferspgliteinstead of defaulting topostgres. - Import serializes on PGLite. Parallel workers are Postgres-only. PGLite uses sequential import (single-connection architecture).
[0.6.1] - 2026-04-10
Fixed
- Import no longer silently drops files with "..." in the name. The path traversal check rejected any filename containing two consecutive dots, killing 1.2% of files in real-world corpora (YouTube transcripts, TED talks, podcast titles). Now only rejects actual traversal patterns like
../. Community fix wave, 8 contributors. - Import no longer crashes on JavaScript/TypeScript projects. The file walker crashed on
node_modulesdirectories and broken symlinks. Now skipsnode_modulesand handles broken symlinks gracefully with a warning. gbrain initexits cleanly after setup. Previously hung forever because stdin stayed open. Now pauses stdin after reading input.- pgvector extension auto-created during init. No more copy-pasting SQL into the Supabase editor.
gbrain initnow runsCREATE EXTENSION IF NOT EXISTS vectorautomatically, with a clear fallback message if it can't. - Supabase connection string hint matches current dashboard UI. Updated navigation path to match the 2026 Supabase dashboard layout.
- Hermes Agent link fixed in README. Pointed to the correct NousResearch GitHub repo.
Changed
- Search is faster. Keyword search now runs in parallel with the embedding pipeline instead of waiting for it. Saves ~200-500ms per hybrid search call.
- .mdx files are now importable. The import walker, sync filter, and slug generator all recognize
.mdxalongside.md.
Added
- Community PR wave process documented in CLAUDE.md for future contributor batches.
Contributors
Thank you to everyone who reported bugs, submitted fixes, and helped make GBrain better:
- @orendi84 — slug validator ellipsis fix (PR #31)
- @mattbratos — import walker resilience + MDX support (PRs #26, #27)
- @changergosum — init exit fix + auto pgvector (PRs #17, #18)
- @eric-hth — Supabase UI hint update (PR #30)
- @irresi — parallel hybrid search (PR #8)
- @howardpen9 — Hermes Agent link fix (PR #34)
- @cktang88 — the thorough 12-bug report that drove v0.6.0 (Issue #22)
- @mvanhorn — MCP schema handler fix (PR #25)
[0.6.0] - 2026-04-10
Added
- Access your brain from any AI client. Deploy GBrain as a serverless remote MCP endpoint on your existing Supabase instance. Works with Claude Desktop, Claude Code, Cowork, and Perplexity Computer. One URL, bearer token auth, zero new infrastructure. Clone the repo, fill in 3 env vars, run
scripts/deploy-remote.sh, done. - Per-client setup guides in
docs/mcp/for Claude Code, Claude Desktop, Cowork, Perplexity, and ChatGPT (coming soon, requires OAuth 2.1). Also documents Tailscale Funnel and ngrok as self-hosted alternatives. - Token management via standalone
src/commands/auth.ts. Create, list, revoke per-client bearer tokens. Includes smoke test:auth.ts test <url> --token <token>verifies the full pipeline (initialize + tools/list + get_stats) in 3 seconds. - Usage logging via
mcp_request_logtable. Every remote tool call logs token name, operation, latency, and status for debugging and security auditing. - Hardened health endpoint at
/health. Unauthenticated: 200/503 only (no info disclosure). Authenticated: checks postgres, pgvector, and OpenAI API key status.
Fixed
- MCP server actually connects now. Handler registration used string literals (
'tools/list' as any) instead of SDK typed schemas. Replaced withListToolsRequestSchemaandCallToolRequestSchema. Without this fix,gbrain servesilently failed to register handlers. (Issue #9) - Search results no longer flooded by one large page. Keyword search returned ALL chunks from matching pages. Now returns one best chunk per page via
DISTINCT ON. (Issue #22) - Search dedup no longer collapses to one chunk per page. Layer 1 kept only the single highest-scoring chunk per slug. Now keeps top 3, letting later dedup layers (text similarity, cap per page) do their job. (Issue #22)
- Transactions no longer corrupt shared state. Both
PostgresEngine.transaction()anddb.withTransaction()swapped the shared connection reference, breaking under concurrent use. Now uses scoped engine viaObject.createwith no shared state mutation. (Issue #22) - embed --stale no longer wipes valid embeddings.
upsertChunks()deleted all chunks then re-inserted, writing NULL for chunks without new embeddings. Now uses UPSERT (INSERT ON CONFLICT UPDATE) with COALESCE to preserve existing embeddings. (Issue #22) - Slug normalization is consistent.
pathToSlug()preserved case whileinferSlug()lowercased. NowvalidateSlug()enforces lowercase at the validation layer, covering all entry points. (Issue #22) - initSchema no longer reads from disk at runtime. Both schema loaders used
readFileSyncwithimport.meta.url, which broke in compiled binaries and Deno Edge Functions. Schema is now embedded at build time viascripts/build-schema.sh. (Issue #22) - file_upload actually uploads content. The operation wrote DB metadata but never called the storage backend. Fixed in all 3 paths (operation, CLI upload, CLI sync) with rollback semantics. (Issue #22)
- S3 storage backend authenticates requests.
signedFetch()was just unsignedfetch(). Replaced with@aws-sdk/client-s3for proper SigV4 signing. Supports R2/MinIO viaforcePathStyle. (Issue #22) - Parallel import uses thread-safe queue.
queue.shift()had race conditions under parallel workers. Now uses an atomic index counter. Checkpoint preserved on errors for safe resume. (Issue #22) - redirect verifies remote existence before deleting local files. Previously deleted local files unconditionally. Now checks storage backend before removing. (Issue #22)
gbrain callrespects dry_run.handleToolCall()hardcodeddryRun: false. Now reads from params. (Issue #22)
Changed
- Added
@aws-sdk/client-s3as a dependency for authenticated S3 operations. - Schema migration v2: unique index on
content_chunks(page_id, chunk_index)for UPSERT support. - Schema migration v3:
access_tokensandmcp_request_logtables for remote MCP auth.
[0.5.1] - 2026-04-10
Fixed
- Apple Notes and files with spaces just work. Paths like
Apple Notes/2017-05-03 ohmygreen.mdnow auto-slugify to clean slugs (apple-notes/2017-05-03-ohmygreen). Spaces become hyphens, parens and special characters are stripped, accented characters normalize to ASCII. All 5,861+ Apple Notes files import cleanly without manual renaming. - Existing brains auto-migrate. On first run after upgrade, a one-time migration renames all existing slugs with spaces or special characters to their clean form. Links are rewritten automatically. No manual cleanup needed.
- Import and sync produce identical slugs. Both pipelines now use the same
slugifyPath()function, eliminating the mismatch where sync preserved case but import lowercased.
[0.5.0] - 2026-04-10
Added
- Your brain never falls behind. Live sync keeps the vector DB current with your brain repo automatically. Set up a cron, use
--watch, hook into GitHub webhooks, or use git hooks. Your agent picks whatever fits its environment. Edit a markdown file, push, and within minutes it's searchable. No more stale embeddings serving wrong answers. - Know your install actually works. New verification runbook (
docs/GBRAIN_VERIFY.md) catches the silent failures that used to go unnoticed: the pooler bug that skips pages, missing embeddings, stale sync. The real test: push a correction, wait, search for it. If the old text comes back, sync is broken and the runbook tells you exactly why. - New installs set up live sync automatically. The setup skill now includes live sync (Phase H) and full verification (Phase I) as mandatory steps. Agents that install GBrain will configure automatic sync and verify it works before declaring setup complete.
- Fixes the silent page-skip bug. If your Supabase connection uses the Transaction mode pooler, sync silently skips most pages. The new docs call this out as a hard prerequisite with a clear fix (switch to Session mode). The verification runbook catches it by comparing page count against file count.
[0.4.2] - 2026-04-10
Changed
- All GitHub Actions pinned to commit SHAs across test, e2e, and release workflows. Prevents supply chain attacks via mutable version tags.
- Workflow permissions hardened:
contents: readon test and e2e workflows limits GITHUB_TOKEN blast radius. - OpenClaw CI install pinned to v2026.4.9 instead of pulling latest.
Added
- Gitleaks secret scanning CI job runs on every push and PR. Catches accidentally committed API keys, tokens, and credentials.
.gitleaks.tomlconfig with allowlists for test fixtures and example files.- GitHub Actions SHA maintenance rule in CLAUDE.md so pins stay fresh on every
/shipand/review. - S3 Sig V4 TODO for future implementation when S3 storage becomes a deployment path.
[0.4.1] - 2026-04-09
Added
gbrain check-updatecommand with--jsonoutput. Checks GitHub Releases for new versions, compares semver (minor+ only, skips patches), fetches and parses changelog diffs. Fail-silent on network errors.- SKILLPACK Section 17: Auto-Update Notifications. Full agent playbook for the update lifecycle: check, notify, consent, upgrade, skills refresh, schema sync, report. Never auto-upgrades without user permission.
- Standalone SKILLPACK self-update for users who load the skillpack directly without the gbrain CLI. Version markers in SKILLPACK and RECOMMENDED_SCHEMA headers, with raw GitHub URL fetching.
- Step 7 in the OpenClaw install paste: daily update checks, default-on. User opts into being notified about updates, not into automatic installs.
- Setup skill Phase G: conditional auto-update offer for manual install users.
- Schema state tracking via
~/.gbrain/update-state.json. Tracks which recommended schema directories the user adopted, declined, or added custom. Future upgrades suggest new additions without re-suggesting declined items. skills/migrations/directory convention for version-specific post-upgrade agent directives.- 20 unit tests and 5 E2E tests for the check-update command, covering version comparison, changelog extraction, CLI wiring, and real GitHub API interaction.
- E2E test DB lifecycle documentation in CLAUDE.md: spin up, run tests, tear down. No orphaned containers.
Changed
detectInstallMethod()exported fromupgrade.tsfor reuse bycheck-update.
Fixed
- Semver comparison in changelog extraction was missing major-version guard, causing incorrect changelog entries to appear when crossing major version boundaries.
[0.4.0] - 2026-04-09
Added
gbrain doctorcommand with--jsonoutput. Checks pgvector extension, RLS policies, schema version, embedding coverage, and connection health. Agents can self-diagnose issues.- Pluggable storage backends: S3, Supabase Storage, and local filesystem. Choose where binary files live independently of the database. Configured via
gbrain initor environment variables. - Parallel import with per-worker engine instances. Large brain imports now use multiple database connections concurrently instead of a single serial pipeline.
- Import resume checkpoints. If
gbrain importis interrupted, it picks up where it left off instead of re-importing everything. - Automatic schema migration runner. On connect, gbrain detects the current schema version and applies any pending migrations without manual intervention.
- Row-Level Security (RLS) enabled on all tables with
BYPASSRLSsafety check. Every query goes through RLS policies. --jsonflag ongbrain initandgbrain importfor machine-readable output. Agents can parse structured results instead of scraping CLI text.- File migration CLI (
gbrain files migrate) for moving files between storage backends. Two-way-door: test with--dry-run, migrate incrementally. - Bulk chunk INSERT for faster page writes. Chunks are inserted in a single statement instead of one-at-a-time.
- Supabase smart URL parsing: automatically detects and converts IPv6-only pooler URLs to the correct connection format.
- 56 new unit tests covering doctor, storage backends, file migration, import resume, slug validation, setup branching, Supabase admin, and YAML parsing. Test suite grew from 9 to 19 test files.
- E2E tests for parallel import concurrency and all new features.
Fixed
validateSlugnow accepts any filename characters (spaces, unicode, special chars) instead of rejecting non-alphanumeric slugs. Apple Notes and other real-world filenames import cleanly.- Import resilience: files over 5MB are skipped with a warning instead of crashing the pipeline. Errors in individual files no longer abort the entire import.
gbrain initdetects IPv6-only Supabase URLs and adds the requiredpgvectorcheck during setup.- E2E test fixture counts, CLI argument parsing, and doctor exit codes cleaned up.
Changed
- Setup skill and README rewritten for agent-first developer experience.
- Maintain skill updated with RLS verification, schema health checks, and
nohuphints for large embedding jobs.
[0.3.0] - 2026-04-08
Added
- Contract-first architecture: single
operations.tsdefines ~30 shared operations. CLI, MCP, and tools-json all generated from the same source. Zero drift. OperationErrortype with structured error codes (page_not_found,invalid_params,embedding_failed, etc.). Agents can self-correct.dry_runparameter on all mutating operations. Agents preview before committing.importFromContent()split fromimportFile(). Both share the same chunk+embed+tag pipeline, butimportFromContentworks from strings (used byput_page). Wrapped inengine.transaction().- Idempotency hash now includes ALL fields (title, type, frontmatter, tags), not just compiled_truth + timeline. Metadata-only edits no longer silently skipped.
get_pagenow supports optionalfuzzy: truefor slug resolution. Returnsresolved_slugso callers know what happened.queryoperation now supportsexpandtoggle (default true). Both CLI and MCP get the same control.- 10 new operations wired up:
put_raw_data,get_raw_data,resolve_slugs,get_chunks,log_ingest,get_ingest_log,file_list,file_upload,file_url. - OpenClaw bundle plugin manifest (
openclaw.plugin.json) with config schema, MCP server config, and skill listing. - GitHub Actions CI: test on push/PR, multi-platform release builds (macOS arm64 + Linux x64) on version tags.
gbrain init --non-interactiveflag for plugin mode (accepts config via flags/env vars, no TTY required).- Post-upgrade version verification in
gbrain upgrade. - Parity test (
test/parity.test.ts) verifies structural contract between operations, CLI, and MCP. - New
setupskill replacinginstall: auto-provision Supabase via CLI, AGENTS.md injection, target TTHW < 2 min. - E2E test suite against real Postgres+pgvector. 13 realistic fixtures (miniature brain with people, companies, deals, meetings, concepts), 14 test suites covering all operations, search quality benchmarks, idempotency stress tests, schema validation, and full setup journey verification.
- GitHub Actions E2E workflow: Tier 1 (mechanical) on every PR, Tier 2 (LLM skills via OpenClaw) nightly.
docker-compose.test.ymland.env.testing.examplefor local E2E development.
Fixed
- Schema loader in
db.tsbroke on PL/pgSQL trigger functions containing semicolons inside$$blocks. Replaced per-statement execution with singleconn.unsafe()call. traverseGraphquery failed with "could not identify equality operator for type json" when usingSELECT DISTINCTwithjson_agg. Changed tojsonb_agg.
Changed
src/mcp/server.tsrewritten from ~233 to ~80 lines. Tool definitions and dispatch generated from operations[].src/cli.tsrewritten. Shared operations auto-registered from operations[]. CLI-only commands (init, upgrade, import, export, files, embed) kept as manual registrations.tools-jsonoutput now generated FROM operations[]. Third contract surface eliminated.- All 7 skills rewritten with tool-agnostic language. Works with both CLI and MCP plugin contexts.
- File schema:
storage_urlcolumn dropped,storage_pathis the only identifier. URLs generated on demand viafile_urloperation. - Config loading: env vars (
GBRAIN_DATABASE_URL,DATABASE_URL,OPENAI_API_KEY) override config file values. Plugin config injected via env vars.
Removed
- 12 command files migrated to operations.ts: get.ts, put.ts, delete.ts, list.ts, search.ts, query.ts, health.ts, stats.ts, tags.ts, link.ts, timeline.ts, version.ts.
storage_urlcolumn from files table.
[0.2.0.2] - 2026-04-07
Changed
- Rewrote recommended brain schema doc with expanded architecture: database layer (entity registry, event ledger, fact store, relationship graph) presented as the core architecture, entity identity and deduplication, enrichment source ordering, epistemic discipline rules, worked examples showing full ingestion chains, concurrency guidance, and browser budget. Smoothed language for open-source readability.
[0.2.0.1] - 2026-04-07
Added
- Recommended brain schema doc (
docs/GBRAIN_RECOMMENDED_SCHEMA.md): full MECE directory structure, compiled truth + timeline pages, enrichment pipeline, resolver decision tree, skill architecture, and cron job recommendations. The OpenClaw paste now links to this as step 5.
Changed
- First-time experience rewritten. "Try it" section shows your own data, not fictional PG essays. OpenClaw paste references the GitHub repo, includes bun install fallback, and has the agent pick a dynamic query based on what it imported.
- Removed all references to
data/kindling/(a demo corpus directory that never existed).
[0.2.0] - 2026-04-05
Added
- You can now keep your brain current with
gbrain sync, which uses git's own diff machinery to process only what changed. No more 30-second full directory walks when 3 files changed. - Watch mode (
gbrain sync --watch) polls for changes and syncs automatically. Set it and forget it. - Binary file management with
gbrain filescommands (list, upload, sync, verify). Store images, PDFs, and audio in Supabase Storage instead of clogging your git repo. - Install skill (
skills/install/SKILL.md) that walks you through setup from scratch, including Supabase CLI magic path for zero-copy-paste onboarding. - Import and sync now share a checkpoint. Run
gbrain import, thengbrain sync, and it picks up right where import left off. Zero gap. - Tag reconciliation on reimport. If you remove a tag from your markdown, it actually gets removed from the database now.
gbrain config showredacts database passwords so you can safely share your config.updateSlugengine method preserves page identity (page_id, chunks, embeddings) across renames. Zero re-embedding cost.sync_brainMCP tool returns structured results so agents know exactly what changed.- 20 new sync tests (39 total across 3 test files)
[0.1.0] - 2026-04-05
Added
- Pluggable engine interface (
BrainEngine) with full Postgres + pgvector implementation - 25+ CLI commands: init, get, put, delete, list, search, query, import, export, embed, stats, health, link/unlink/backlinks/graph, tag/untag/tags, timeline/timeline-add, history/revert, config, upgrade, serve, call
- MCP stdio server with 20 tools mirroring all CLI operations
- 3-tier chunking: recursive (delimiter-aware), semantic (Savitzky-Golay boundary detection), LLM-guided (Claude Haiku topic shifts)
- Hybrid search with Reciprocal Rank Fusion merging vector + keyword results
- Multi-query expansion via Claude Haiku (2 alternative phrasings per query)
- 4-layer dedup pipeline: by source, cosine similarity, type diversity, per-page cap
- OpenAI embedding service (text-embedding-3-large, 1536 dims) with batch support and exponential backoff
- Postgres schema with pgvector HNSW, tsvector (trigger-based, spans timeline_entries), pg_trgm fuzzy slug matching
- Smart slug resolution for reads (fuzzy match via pg_trgm)
- Page version control with snapshot, history, and revert
- Typed links with recursive CTE graph traversal (max depth configurable)
- Brain health dashboard (embed coverage, stale pages, orphans, dead links)
- Stale alert annotations in search results
- Supabase init wizard with CLI auto-provision fallback
- Slug validation to prevent path traversal on export
- 6 fat markdown skills: ingest, query, maintain, enrich, briefing, migrate
- ClawHub manifest for skill distribution
- Full design docs: GBRAIN_V0 spec, pluggable engine architecture, SQLite engine plan