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…dgment Pattern for when LLMs keep failing at mechanical tasks despite prompt fixes. Real example: email Gmail links dropped 5x, fixed by moving URL generation to a deterministic Node.js collector script that feeds pre-formatted data to the LLM. Architecture: deterministic pipeline → structured data → LLM analysis layer. Same pattern as x-collector (Twitter data) — generalized to email, calendar, Slack, GitHub, and any recurring data pull.
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- fix(mcp): use ListToolsRequestSchema/CallToolRequestSchema instead of string literals (Issue #9, PR #25) - fix(mcp): handleToolCall reads dry_run from params instead of hardcoding false (#22 Bug #11) - fix(search): keyword search returns best chunk per page via DISTINCT ON, not all chunks (#22 Bug #8) - fix(search): dedup layer 1 keeps top 3 chunks per page instead of collapsing to 1 (#22 Bug #12) - fix(engine): transaction uses scoped engine via Object.create, no shared state mutation (#22 Bug #2) - fix(engine): upsertChunks uses UPSERT instead of DELETE+INSERT, preserves existing embeddings (#22 Bug #1) - fix(slugs): validateSlug normalizes to lowercase, pathToSlug lowercases consistently (#22 Bug #4) - schema: add unique index on content_chunks(page_id, chunk_index) for UPSERT support - schema: add access_tokens and mcp_request_log tables via migration Co-Authored-By: Claude Opus 4.6 (1M context) <[email protected]>
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* fix: 7 bug fixes from Issue #9 and #22 - fix(mcp): use ListToolsRequestSchema/CallToolRequestSchema instead of string literals (Issue #9, PR #25) - fix(mcp): handleToolCall reads dry_run from params instead of hardcoding false (#22 Bug #11) - fix(search): keyword search returns best chunk per page via DISTINCT ON, not all chunks (#22 Bug #8) - fix(search): dedup layer 1 keeps top 3 chunks per page instead of collapsing to 1 (#22 Bug #12) - fix(engine): transaction uses scoped engine via Object.create, no shared state mutation (#22 Bug #2) - fix(engine): upsertChunks uses UPSERT instead of DELETE+INSERT, preserves existing embeddings (#22 Bug #1) - fix(slugs): validateSlug normalizes to lowercase, pathToSlug lowercases consistently (#22 Bug #4) - schema: add unique index on content_chunks(page_id, chunk_index) for UPSERT support - schema: add access_tokens and mcp_request_log tables via migration Co-Authored-By: Claude Opus 4.6 (1M context) <[email protected]> * fix: embed schema.sql at build time, remove fs dependency from initSchema initSchema() previously read schema.sql from disk at runtime via readFileSync, which broke in compiled Bun binaries and Deno Edge Functions. Now uses a generated schema-embedded.ts constant (run `bun run build:schema` to regenerate). - Removes fs and path imports from postgres-engine.ts and db.ts - Adds scripts/build-schema.sh for one-source-of-truth generation - Adds build:schema npm script Fixes Issue #22 Bug #6. Co-Authored-By: Claude Opus 4.6 (1M context) <[email protected]> * fix: 5 more bug fixes from Issue #22 - fix(file_upload): call storage.upload() in all 3 paths (operation, CLI upload, CLI sync) with rollback semantics (#22 Bug #9) - fix(import): use atomic index counter for parallel queue instead of array.shift() race, preserve checkpoint on errors (#22 Bug #3) - fix(s3): replace unsigned fetch with @aws-sdk/client-s3 for proper SigV4 auth, supports R2/MinIO via forcePathStyle (#22 Bug #10) - fix(redirect): verify remote file exists before deleting local copy, skip files not found in storage (#22 Bug #5) - deps: add @aws-sdk/client-s3 Co-Authored-By: Claude Opus 4.6 (1M context) <[email protected]> * feat: remote MCP server via Supabase Edge Functions Deploy GBrain as a serverless remote MCP endpoint on your existing Supabase instance. One brain, accessible from Claude Desktop, Claude Code, Cowork, Perplexity Computer, and any MCP client. Zero new infrastructure. New files: - supabase/functions/gbrain-mcp/index.ts — Edge Function with Hono + MCP SDK - supabase/functions/gbrain-mcp/deno.json — Deno import map - src/edge-entry.ts — curated bundle entry point (excludes fs-dependent modules) - src/commands/auth.ts — standalone token management (create/list/revoke/test) - scripts/deploy-remote.sh — one-script deployment - .env.production.example — 3-value config template Changes: - config.ts: lazy-evaluate CONFIG_DIR (no homedir() at module scope) - schema.sql: add access_tokens + mcp_request_log tables - package.json: add build:edge script Auth: bearer tokens via access_tokens table (SHA-256 hashed, per-client, revocable) Transport: WebStandardStreamableHTTPServerTransport (stateless, Streamable HTTP) Health: /health endpoint (unauth: 200/503, auth: postgres/pgvector/openai checks) Excluded from remote: sync_brain, file_upload (may exceed 60s timeout) Setup: clone, fill .env.production, run scripts/deploy-remote.sh, create token, done. Co-Authored-By: Claude Opus 4.6 (1M context) <[email protected]> * docs: per-client MCP setup guides - docs/mcp/DEPLOY.md — deployment walkthrough, auth, troubleshooting, latency table - docs/mcp/CLAUDE_CODE.md — claude mcp add command - docs/mcp/CLAUDE_DESKTOP.md — Settings > Integrations (NOT JSON config!) - docs/mcp/CLAUDE_COWORK.md — remote + local bridge paths - docs/mcp/PERPLEXITY.md — Perplexity Computer connector setup - docs/mcp/CHATGPT.md — coming soon (requires OAuth 2.1, P0 TODO) - docs/mcp/ALTERNATIVES.md — Tailscale Funnel + ngrok self-hosted options Co-Authored-By: Claude Opus 4.6 (1M context) <[email protected]> * chore: bump version and changelog (v0.6.0) GBrain v0.6.0: Remote MCP server via Supabase Edge Functions + 12 bug fixes. Co-Authored-By: Claude Opus 4.6 (1M context) <[email protected]> * docs: add Remote MCP Server section to README Co-Authored-By: Claude Opus 4.6 (1M context) <[email protected]> * docs: make document-release mandatory in CLAUDE.md, add MCP key files Post-ship requirements section: document-release is NOT optional. Lists every file that must be checked on every ship. A ship without updated docs is incomplete. Also adds remote MCP server files to Key files section. Co-Authored-By: Claude Opus 4.6 (1M context) <[email protected]> * fix: batch upsertChunks into single statement to prevent deadlocks The per-chunk UPSERT loop caused deadlocks under parallel workers because each INSERT ON CONFLICT acquired row-level locks sequentially. Multiple workers upserting different pages could deadlock on the shared unique index. Fix: batch all chunks into a single multi-row INSERT ON CONFLICT statement. One round-trip, one lock acquisition. COALESCE preserves existing embeddings when the new value is NULL. Fixes CI failure: "E2E: Parallel Import > parallel import with --workers 4" Co-Authored-By: Claude Opus 4.6 (1M context) <[email protected]> * fix: advisory lock in initSchema() prevents deadlock on concurrent DDL When multiple processes call initSchema() concurrently (e.g., test setup + CLI subprocess, or parallel workers during E2E tests), the schema SQL's DROP TRIGGER + CREATE TRIGGER statements acquire AccessExclusiveLock on different tables, causing deadlocks. Fix: pg_advisory_lock(42) serializes all initSchema() calls within the same database. The lock is session-scoped and released in a finally block. Co-Authored-By: Claude Opus 4.6 (1M context) <[email protected]> * fix: add explicit test timeouts for CLI subprocess E2E tests CLI subprocess tests (Setup Journey, Doctor Command, Parallel Import) spawn `bun run src/cli.ts` which takes several seconds to JIT compile + connect. The Bun test framework default 5000ms per-test timeout is too tight for CI. Added 30-60s timeouts matching each subprocess's own timeout to prevent false failures. Co-Authored-By: Claude Opus 4.6 (1M context) <[email protected]> * fix: infinite recursion in config.ts exported getConfigDir/getConfigPath The replace_all refactor created recursive functions: the exported getConfigDir() called the private getConfigDir() which called itself. Renamed exports to configDir()/configPath() to avoid shadowing. Also adds scripts/smoke-test-mcp.ts — verified all 8 MCP tool calls work against a real Postgres database. Co-Authored-By: Claude Opus 4.6 (1M context) <[email protected]> --------- Co-authored-by: Claude Opus 4.6 (1M context) <[email protected]>
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Wires the remaining bulk commands through the reporter: - migrate-engine: phase starts (migrate.copy_pages, migrate.copy_links), per-page tick. Old \"Progress: N/total\" stdout logs replaced by stderr ticks; final stdout summary preserved. - repair-jsonb: per-column start + a heartbeat timer while each UPDATE runs (minutes on 50K-row tables). CRITICAL: stdout stays clean so migrations/v0_12_2.ts's JSON.parse(child.stdout) still works. Per Codex review #12. - backlinks: 1s heartbeat around findBacklinkGaps() (sync double-walk of the brain dir). - lint: tick per page; per-issue stdout output preserved. - integrity auto: tick per page in the main resolver loop. The separate ~/.gbrain/integrity-progress.jsonl resume marker is untouched (its role shifts from live progress reporting to resume-only). - eval: add an onProgress option to core's runEval(), CLI wraps with a reporter. Phases: eval.single / eval.ab. Tick per query. core/search/eval.ts gains a RunEvalOptions type so future callers (MCP eval op, Minion handlers) can also hook in without the reporter. 1686 unit tests pass. Co-Authored-By: Claude Opus 4.7 (1M context) <[email protected]>
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- cli-options.ts: childGlobalFlags() returns the flag suffix to append to child gbrain subprocesses. Empty string by default, " --quiet --progress-json" when the parent has them set, so child behavior inherits the parent's progress-mode without scattering string-concat logic across every execSync site. - migrations/v0_12_2.ts: each execSync inherits the parent's global flags. Phase C (repair-jsonb --dry-run --json) pins explicit stdio to ['ignore','pipe','inherit'] so child stderr streams straight through while stdout stays captured for JSON.parse. Per Codex review #12. - migrations/v0_12_0.ts + v0_11_0.ts: same childGlobalFlags wiring at each gbrain-subcommand execSync. - upgrade.ts: post-upgrade timeout bumped 300s → 30min (1_800_000 ms) with GBRAIN_POST_UPGRADE_TIMEOUT_MS override. The old 300s cap killed v0.12.0 graph-backfill migrations on 50K+ brains; the heartbeat wiring added in v0.14.2 makes long waits observable, so a generous ceiling no longer means users stare at a silent terminal. - jobs.ts: the embed Minion handler passes job.updateProgress as the onProgress callback, so per-job progress is durable in minion_jobs and readable via `gbrain jobs get <id>`. Primary Minion progress channel is DB-backed — stderr from `jobs work` stays coarse for daemon liveness only. Per Codex review #20. 1686 unit tests pass. Co-Authored-By: Claude Opus 4.7 (1M context) <[email protected]>
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Apr 22, 2026
…t-visible heartbeats) (#293) * feat(progress): step 1 - shared ProgressReporter + CliOptions Adds the foundation for v0.14.2's bulk-action progress streaming work: - src/core/progress.ts: dependency-free reporter with auto/human/json/quiet modes, TTY-aware rendering, time+item rate gating, heartbeat helper for slow single queries, dot-composed child phases, EPIPE defense (both sync throw and async 'error' event), and a singleton module-level signal coordinator so SIGINT/SIGTERM emits abort events for all live phases without leaking per-instance listeners. - src/core/cli-options.ts: parseGlobalFlags() for --quiet / --progress-json / --progress-interval=<ms> (both space and = forms), plus cliOptsToProgressOptions() that resolves to the right mode. Non-TTY default is human-plain one-line-per-event; JSON is explicit opt-in so shell pipelines don't suddenly see structured noise. - test/progress.test.ts (17 cases): mode resolution, rate gating, no-fake- totals on heartbeat paths, EPIPE paths, SIGINT singleton, child phase composition. - test/cli-options.test.ts (14 cases): flag parsing, invalid values, interleaved flags, mode resolution. Follow-ups wire doctor/embed/files/export/extract/import/sync/migrate/ repair-jsonb/backlinks/orphans/lint/integrity/eval/autopilot/jobs plus the apply-migrations orchestrators through this reporter, and route Minion handlers to job.updateProgress instead of stderr. See the plan in ~/.claude/plans/. 1682 unit tests pass. Co-Authored-By: Claude Opus 4.7 (1M context) <[email protected]> * feat(progress): step 2 - wire global flags into cli.ts Parse --quiet / --progress-json / --progress-interval from argv BEFORE command dispatch, strip them, stash resolved CliOptions on a module-level singleton (same pattern as Commander's program.opts()) and on every OperationContext created for shared-op dispatch. - src/cli.ts: parseGlobalFlags(rawArgs) at the top of main(); setCliOptions once; dispatch sees only the stripped argv. Fixes the "gbrain --progress-json doctor" unknown-command case that Codex flagged. - src/core/cli-options.ts: expose setCliOptions/getCliOptions/ _resetCliOptionsForTest singleton. Commands that want progress call getCliOptions() to construct their reporter. - src/core/operations.ts: OperationContext gains optional cliOpts field so shared-op handlers (and MCP-invoked ops that need a reporter) can read the same settings. MCP callers leave it undefined and consumers default to quiet. - test/cli-options.test.ts: +4 cases covering singleton round-trip and an integration smoke spawning `bun src/cli.ts --progress-json --version` to prove the global flag survives dispatch. 45 relevant unit tests pass (progress + cli-options + cli.test.ts). Co-Authored-By: Claude Opus 4.7 (1M context) <[email protected]> * feat(progress): step 3a - doctor + orphans heartbeat streaming Doctor on a 52K-page brain used to sit silent for 10+ minutes while the DB checks ran, then get killed by an agent timeout. Wired through the new reporter so agents see which check is running and the slow ones heartbeat every second. doctor.ts: - Start a single `doctor.db_checks` phase around the DB section, with a per-check heartbeat before each step (connection, pgvector, rls, schema_version, embeddings, graph_coverage, integrity, jsonb_integrity, markdown_body_completeness). - jsonb_integrity now scans 5 targets, not 4: added page_versions. frontmatter so the check surface matches `repair-jsonb` (per Codex review of the plan — the old 4-target scan missed a known repair site). Per-target heartbeat so 50K-row scans show incremental progress. - markdown_body_completeness: wrap the existing query in a 1s heartbeat timer. The regex scan over rd.data ->> 'content' can't be paginated usefully; this just lets agents see life during the sequential scan. No fake totals — the LIMIT 100 query has no meaningful total count. - integrity sample: same heartbeat pattern around the 500-page scan. orphans.ts: - findOrphans() wraps the NOT EXISTS anti-join in a 1s heartbeat. Keyset pagination was considered and rejected: without an index on links.to_page_id it's no faster than the full scan, and may re-plan the anti-join per batch. A schema migration adding that index is the right fix and is queued for v0.14.3. Follow-ups: - Step 3b: wire embed/files/export (the \r-only stdout offenders). - Step 5: end-to-end progress test spawning `gbrain doctor --progress-json` against a fixture brain, asserting stderr events and clean stdout. All existing unit tests continue to pass (76/76 in doctor + orphans + progress + cli-options). Co-Authored-By: Claude Opus 4.7 (1M context) <[email protected]> * feat(progress): step 3b - embed + files + export stderr progress Replaces the \r-on-stdout progress pattern in the three worst offenders (embed, files sync, export) with the shared reporter on stderr. Stdout now carries only final summaries, so scripts and tests that grep for counts ("Embedded N chunks", "Files sync complete", "Exported N pages") still work when output is piped. - embed.ts: runEmbedCore accepts an optional onProgress callback. The CLI wrapper builds a reporter and passes reporter.tick(); Minion handlers will pass job.updateProgress in Step 4. Worker-pool is single-threaded JS so no rate-gate race (per Codex review #18). - files.ts syncFiles(): tick per file; summary preserved on stdout. - export.ts: tick per page; summary preserved on stdout. Also fixes a --quiet flag collision. `skillpack-check` has its own --quiet mode (suppress all stdout). parseGlobalFlags strips --quiet globally now, and skillpack-check reads the resolved CliOptions singleton via getCliOptions() instead of re-parsing argv. Test updated to match the stripping behavior. 1686 unit tests pass. Co-Authored-By: Claude Opus 4.7 (1M context) <[email protected]> * feat(progress): step 3c - extract + import + sync reporter streaming Extract, import, and sync now stream per-file progress to stderr through the shared reporter. All three kept their stdout summaries + JSON action-events intact so existing tests + agent scripts are unaffected. - extract.ts (4 paths: links/timeline × fs/db): replaced the ad-hoc `process.stderr.write({event:"progress"...})` lines with reporter ticks. Same channel (stderr), canonical schema now, visible in both text and --json modes. Stdout action-events (`add_link` / `add_timeline`) untouched — tests grep them. - import.ts: the logProgress() function that printed every 100 files to stdout is now a progress.tick() call per file. Rate-gated by the reporter. Stdout still gets the final "Import complete (Xs)" summary and the --json payload. - sync.ts: three new phases (`sync.deletes`, `sync.renames`, `sync.imports`) tick per file, so big syncs show each step rather than a single end-of-run summary. Phase hierarchy ready to be child()-chained into runImport / runEmbed later, per Codex review #26. Updated the #132 nested-transaction regression test in test/sync.test.ts to also accept the new hoisted-loop shape — the guarantee (this loop is not wrapped in engine.transaction) still holds. 1686 unit tests pass. Co-Authored-By: Claude Opus 4.7 (1M context) <[email protected]> * feat(progress): step 3d - migrate/repair/backlinks/lint/integrity/eval Wires the remaining bulk commands through the reporter: - migrate-engine: phase starts (migrate.copy_pages, migrate.copy_links), per-page tick. Old \"Progress: N/total\" stdout logs replaced by stderr ticks; final stdout summary preserved. - repair-jsonb: per-column start + a heartbeat timer while each UPDATE runs (minutes on 50K-row tables). CRITICAL: stdout stays clean so migrations/v0_12_2.ts's JSON.parse(child.stdout) still works. Per Codex review #12. - backlinks: 1s heartbeat around findBacklinkGaps() (sync double-walk of the brain dir). - lint: tick per page; per-issue stdout output preserved. - integrity auto: tick per page in the main resolver loop. The separate ~/.gbrain/integrity-progress.jsonl resume marker is untouched (its role shifts from live progress reporting to resume-only). - eval: add an onProgress option to core's runEval(), CLI wraps with a reporter. Phases: eval.single / eval.ab. Tick per query. core/search/eval.ts gains a RunEvalOptions type so future callers (MCP eval op, Minion handlers) can also hook in without the reporter. 1686 unit tests pass. Co-Authored-By: Claude Opus 4.7 (1M context) <[email protected]> * feat(progress): step 3e - onProgress callbacks on core libs - src/core/embedding.ts: embedBatch() gains an optional EmbedBatchOptions.onBatchComplete callback, fired after each 100-item sub-batch. CLI wrappers pass reporter.tick; Minion handlers can pass job.updateProgress. - src/core/enrichment-service.ts: enrichEntities() config gains onProgress(done, total, name) fired after each entity. Same split: CLI -> reporter, Minion -> DB-backed progress. No CLI behavior change on its own. Wiring these callbacks into the Minion handlers is Step 4. Co-Authored-By: Claude Opus 4.7 (1M context) <[email protected]> * feat(progress): step 4 - orchestrators + upgrade + minion handlers - cli-options.ts: childGlobalFlags() returns the flag suffix to append to child gbrain subprocesses. Empty string by default, " --quiet --progress-json" when the parent has them set, so child behavior inherits the parent's progress-mode without scattering string-concat logic across every execSync site. - migrations/v0_12_2.ts: each execSync inherits the parent's global flags. Phase C (repair-jsonb --dry-run --json) pins explicit stdio to ['ignore','pipe','inherit'] so child stderr streams straight through while stdout stays captured for JSON.parse. Per Codex review #12. - migrations/v0_12_0.ts + v0_11_0.ts: same childGlobalFlags wiring at each gbrain-subcommand execSync. - upgrade.ts: post-upgrade timeout bumped 300s → 30min (1_800_000 ms) with GBRAIN_POST_UPGRADE_TIMEOUT_MS override. The old 300s cap killed v0.12.0 graph-backfill migrations on 50K+ brains; the heartbeat wiring added in v0.14.2 makes long waits observable, so a generous ceiling no longer means users stare at a silent terminal. - jobs.ts: the embed Minion handler passes job.updateProgress as the onProgress callback, so per-job progress is durable in minion_jobs and readable via `gbrain jobs get <id>`. Primary Minion progress channel is DB-backed — stderr from `jobs work` stays coarse for daemon liveness only. Per Codex review #20. 1686 unit tests pass. Co-Authored-By: Claude Opus 4.7 (1M context) <[email protected]> * feat(progress): step 5 - E2E doctor-progress test + CI guard scripts/check-progress-to-stdout.sh greps src/ for the banned `process.stdout.write('\r…')` pattern that v0.14.2 removed from the bulk-action codepaths. Wired into the `bun run test` script so any future regression that puts progress back on stdout fails fast. An empty allowlist documents the position: every known call site was migrated; new exceptions need a rationale in the allowlist. test/e2e/doctor-progress.test.ts (Tier 1, needs Postgres + pgvector): - `gbrain --progress-json doctor --json`: stderr carries JSONL progress events with the canonical {event, phase, ts} shape, starts + finishes for `doctor.db_checks`. Stdout stays parseable JSON — no progress pollution. - `gbrain doctor` (no flag): human-plain progress goes to stderr only, stdout stays free of `[doctor.db_checks]`. - `gbrain --quiet doctor`: reporter emits nothing; doctor still runs to completion. test/cli-options.test.ts: +2 spawning integration tests. One verifies `gbrain --progress-json --version` keeps stdout clean of progress events (single-shot commands that don't use a reporter aren't affected). One guards the skillpack-check --quiet regression — --quiet suppresses stdout by reading the resolved CliOptions singleton, not re-parsing argv. Full test matrix: bun run test -> 1726 pass / 184 skipped (no DB) / 0 fail bun run test:e2e -> 136 pass / 13 skipped / 0 fail Co-Authored-By: Claude Opus 4.7 (1M context) <[email protected]> * feat(progress): step 6 - docs + v0.14.2 release bump - VERSION + package.json bumped to 0.14.2. - docs/progress-events.md (new): canonical JSON event schema reference. Stable from v0.14.2, additive only. Lists every phase name shipped in this release, the five event types (start/tick/heartbeat/finish/ abort), the TTY/non-TTY rendering rules, subprocess inheritance semantics, and the Minion DB-backed progress model. - CLAUDE.md: "Bulk-action progress reporting" section under the build instructions; Key files entries for src/core/progress.ts, src/core/cli-options.ts, scripts/check-progress-to-stdout.sh, and docs/progress-events.md; doctor.ts entry updated to note the v0.14.2 5-target jsonb_integrity scan + heartbeat wiring. - CHANGELOG.md v0.14.2: full release summary per project voice rules. The "numbers that matter" table, per-command before/after grid, backward-compat warnings for stdout→stderr moves, and an itemized changes section covering reporter/CLI plumbing/schema/Minion handlers/doctor fixes/upgrade timeout/CI guard/tests. No em dashes. Real file paths, real commands, real numbers. - skills/migrations/v0.14.2.md (new): agent migration note. Mechanical step is "nothing" since v0.14.2 is purely additive. Walks agents through the three new global flags, the 14 wired commands, the event schema cheat sheet, Minion progress via job.updateProgress, and scripts/verification commands. Full test matrix: bun run test (unit + guards) -> 1726 pass / 184 skipped / 0 fail bun run test:e2e (Postgres) -> 141 pass / 8 skipped / 0 fail Co-Authored-By: Claude Opus 4.7 (1M context) <[email protected]> * chore: bump version to 0.15.2, restore master's [0.14.2] CHANGELOG entry Master sits at 0.14.2 (reliability wave). This PR lands on top as 0.15.2 (progress streaming wave). Splits the merge-time combined CHANGELOG entry back into two discrete release sections so history stays honest: - [0.15.2] = progress reporter, CliOptions, 14 wired commands, Minion embed handler, doctor jsonb_integrity 5-target fix, upgrade timeout bump, CI guard, progress unit+E2E tests. - [0.14.2] = master's eight root-cause bug fixes, restored verbatim from origin/master. Touched files: - VERSION + package.json: 0.14.2 -> 0.15.2 (next patch off master). - skills/migrations/v0.14.2.md -> skills/migrations/v0.15.2.md (rename + rewrite frontmatter + body to v0.15.2). - CHANGELOG.md: split into two entries; progress-wave refs renamed v0.14.2 -> v0.15.2; reliability-wave entry restored from master. - src/core/progress.ts, src/commands/doctor.ts, src/commands/sync.ts, src/commands/upgrade.ts, docs/progress-events.md, test/sync.test.ts: progress-wave v0.14.2 references -> v0.15.2. The remaining v0.14.2 references in test/e2e/migration-flow.test.ts (Bug 3 context) and CLAUDE.md (reliability-wave key commands, Bug 3 ledger move) correctly point at master's 0.14.2 release. Test matrix after version bump: bun run test -> 1780 pass / 179 skipped / 0 fail Co-Authored-By: Claude Opus 4.7 (1M context) <[email protected]> --------- Co-authored-by: Claude Opus 4.7 (1M context) <[email protected]>
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What
New section for the GBrain Skillpack documenting the deterministic collector pattern.
The Problem
When an LLM agent is responsible for both fetching data AND formatting output, it drops things. We hit this with email triage — the agent kept forgetting to include Gmail links despite 5 rounds of increasingly aggressive prompt fixes ("NO EXCEPTIONS", "ZERO TOLERANCE"). The failure mode is probabilistic: works 90% of the time, fails often enough to destroy user trust.
The Pattern
Separate deterministic work (API pulls, URL generation, state tracking) from analytical work (classification, commentary, enrichment). A Node.js script handles the mechanical parts — links are generated by code, not by the LLM. The LLM reads pre-formatted data and adds judgment.
Same architecture as the x-collector (Twitter data pipeline), generalized to email, calendar, Slack, GitHub, and any recurring data pull.
Where It Goes
Appended as Section 16 in
docs/GBRAIN_SKILLPACK.md, after Section 15 (Five Operational Disciplines).Real-World Validation
This pattern has been running in production for the email monitoring cron. The missing-link problem is gone — links are computed from message IDs at collection time, three lines of code, never wrong.