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v0.41.2.0 feat: lens packs + epistemology unification — atoms + concepts as first-class units, calibration profile widening, gstack-learnings bridge (#1364)
* feat(schema): migration v93 take_domain_assignments (v0.41 T1) Adds the JOIN table backing per-pack calibration domain aggregation in the v0.41 lens-packs wave. Replaces the originally-planned scalar `takes.domain` column after codex outside-voice review caught that one take can legitimately belong to multiple domains (a take about "Sequoia's investment in Anthropic" lands in deal_success AND market_call), and that scalar attribution bakes today's pack→domain mapping into permanent fact. Schema: composite PK (take_id, domain) for idempotent re-assignment, FK CASCADE so deleting a take cascades assignments, confidence CHECK in [0,1], idx_take_domain_assignments_domain for the aggregator JOIN direction. RLS guard matches takes/synthesis_evidence pattern (enable when running as BYPASSRLS role). PGLite parity via sqlFor.pglite. Backward-compat: pre-existing takes carry no assignments; aggregator LEFT JOIN skips them gracefully. No backfill required at migration time — propose_takes (T10) populates new rows; greenfield assignment of historical takes is a v0.42 follow-up. R-MIG IRON-RULE regression at test/migrations-v93.test.ts pins 12 contracts: existence/name, LATEST_VERSION advance, table queryable after initSchema, column shape, composite PK rejects duplicate (take_id, domain), multi-domain assignment permitted, FK ON DELETE CASCADE, CHECK rejects out-of-range confidence, index presence, aggregator JOIN direction returns per-domain counts, sql/sqlFor.pglite parity grep, backward-compat LEFT JOIN handles unassigned takes. Plan: ~/.claude/plans/system-instruction-you-are-working-toasty-milner.md First of 13 sequencing tasks in v0.41 lens packs + epistemology unification wave (decisions D9-B → T1-B per codex challenge). Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com> * feat(contracts): IngestionSource.mode + pack manifest phases/calibration_domains (v0.41 T2+T3) Two independent contract extensions, batched because both are pre- requisites for T4 (pack YAML manifests) and T9 (cycle.ts orchestrator gate). Neither is load-bearing alone; together they form the surface the four lens-pack manifests will declare against. T2 — IngestionSource.mode discriminator (codex outside-voice fix): src/core/ingestion/types.ts grows an optional `mode: 'trickle' | 'migration'` field on IngestionSource. Defaults to 'trickle' when unset — v0.38 sources unchanged. New IngestionSourceMode export. src/core/ingestion/daemon.ts handleEmit() branches on the mode: trickle keeps the 24h DedupWindow.mark() path; migration bypasses dedup entirely (the source owns permanent slug-keyed idempotency via op_checkpoint or similar). Validation, rate limit, and dispatch apply uniformly to both modes. Why: the 24h content-hash dedup window is wrong for bulk historical migration. 24K wintermute pages over hours, retries days apart, and same-hash collisions across the window are expected. Trickle semantics (file-watcher, inbox-folder, webhook) want dedup to catch at-least-once replay; migration semantics want EVERY explicitly- emitted event to land because the source already gated it. T3 — SchemaPackManifestSchema phases + calibration_domains: src/core/schema-pack/manifest-v1.ts grows two optional fields. New AGGREGATOR_KINDS closed enum (4 v1 algorithms: scalar_brier, weighted_brier, count_based, cluster_summary) backing AggregatorKind type. New CalibrationDomain {name, aggregator, page_types} schema with snake_case regex on name, .strict on extra fields, page_types.min(1). `phases: string[]` declares which cycle phases the active pack participates in (D4-B orchestrator gate; runCycle will consult this in T9). Validated as string here, against runtime CyclePhase union at the registry layer (avoids circular import). `borrow_from` does NOT borrow phases — each pack declares explicitly. `calibration_domains: CalibrationDomain[]` declares per-pack scorecard buckets. Closed registry of algorithm `aggregator` values keeps SQL injection surface closed; open `name` strings let third- party packs add domains without a gbrain release (T3 codex refinement of D6). Backward compat: both fields default to []. Existing v0.38 manifests parse unchanged (pinned by 2 regression cases). Tests: test/ingestion/migration-mode.test.ts (8 cases): mode type accepts literals, defaults to trickle, daemon branches correctly across trickle/migration/default-undefined, validation still runs in migration mode, mixed dual-source independence. test/schema-pack-manifest-v041.test.ts (19 cases): aggregator enum shape, phases default + accept + reject (non-string, empty, non- array), calibration_domains default + accept (single + multi entry, multi page_types), reject (unknown aggregator, kebab/uppercase/ digit-start names, empty page_types, unknown extra field), v0.38 back-compat regressions. All 27 cases pass first-green after API surface alignment. Plan: ~/.claude/plans/system-instruction-you-are-working-toasty-milner.md Tasks T2 + T3 of 13 in v0.41 lens packs + epistemology unification wave. Unblocks: T4 (pack manifests reference both fields), T9 (cycle.ts gate reads phases:), T10 (calibration widening reads calibration_domains). Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com> * feat(packs): 4 bundled lens pack manifests + registry wiring (v0.41 T4) Authors gbrain-creator + gbrain-investor + gbrain-engineer + gbrain-everything as bundled YAML manifests in src/core/schema-pack/base/, registers them in the BUNDLED array in load-active.ts, exports AGGREGATOR_KINDS + AggregatorKind + CalibrationDomain types through the schema-pack barrel. gbrain-creator: atom (NEW page type) + concept (reuse from base). phases: [extract_atoms, synthesize_concepts]. One calibration domain: concept_themes / cluster_summary / [concept]. Retires wintermute's atom-pipeline-coordinator cron (T12 follow-up). gbrain-investor: thesis + bet_resolution_log (NEW). Borrows deal/person/company/yc from base. No new cycle phases (consumes existing extract_facts/propose_takes/grade_takes pipeline). Three calibration domains: deal_success/scalar_brier/[deal], founder_evaluation/scalar_brier/[person], market_call/weighted_brier /[thesis]. Filing rules mirror wintermute's existing investing/deals + investing/theses + investing/bets layout. gbrain-engineer: bridge-only per D8-C. ONLY declares `learning` page type (primitive: annotation); borrows code+project from base. No new cycle phases (gstack-learnings IngestionSource is daemon- side per T8). Three calibration domains: architecture_calls/ scalar_brier/[code, learning], effort_estimates/weighted_brier/ [project], risk_assessment/scalar_brier/[project]. gbrain-everything: meta-pack extending gbrain-investor + borrowing atom (from creator) + learning (from engineer). Codex outside-voice T4 resolution to the multi-lens problem: composes via the v0.38- shipped extends + borrow_from chain instead of inventing an active-multi-pack architecture. Single-active-pack constraint preserved. Explicitly re-declares phases + calibration_domains (borrow_from borrows types/link_types only — phases must be declared per pack per D4-B). Frontmatter validators (atom_type closed 11-value enum, virality_ score range, etc.) are NOT declared in these manifests — that contract surface (per-page-type frontmatter_validators on PageTypeSchema) is a v0.42 follow-up filed in plan TODOs. For v0.41, extract_atoms hardcodes the enum with a TODO comment pointing at the eventual manifest read path (D11). YAML parser caveat: src/core/schema-pack/loader.ts uses a hand- rolled parseYamlMini (per loader.ts:86 explicit non-support of `|` block scalars). Initial descriptions used `|` blocks and broke parsing silently (description was 'literal "|"', everything after collapsed). Reauthored to single-line "..." strings. Pinned by the manifest-load tests asserting page_types/phases/calibration_ domains all resolve. Tests: test/lens-pack-manifests.test.ts (31 cases): one file covers all 4 packs to avoid 4x boilerplate. Pins parse cleanly, registry inclusion, per-pack page_types/phases/calibration_domains/filing_ rules shape, every aggregator value falls in AGGREGATOR_KINDS, meta-pack unions correctly (7 calibration domains across all three lens packs). Plan: ~/.claude/plans/system-instruction-you-are-working-toasty-milner.md Task T4 of 13. Unblocks T5/T6 (phases now declared; phases read from active pack at runtime), T7 (importer writes atom-typed pages against creator manifest), T8 (gstack-learnings emits learning-typed pages against engineer manifest), T9 (orchestrator gate reads phases: declaration), T10 (calibration_profile walks calibration_domains). Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com> * feat(cycle): orchestrator-level pack gate for lens-pack phases (v0.41 T9) Wires extract_atoms + synthesize_concepts into runCycle with the D4-B orchestrator-level pack gate. Five surgical edits to src/core/cycle.ts: 1. CyclePhase union grows by 2 names. 2. ALL_PHASES inserts extract_atoms after extract_facts (Haiku 3-check has fresh fact context, BEFORE resolve_symbol_edges to avoid interrupting the symbol resolution sweep mid-flight) and synthesize_concepts after patterns (cluster pass sees fresh cross-session themes). 3. PHASE_SCOPE entries: extract_atoms='source' (per-source transcript walk), synthesize_concepts='global' (concept clusters cross sources by nature). 4. NEEDS_LOCK_PHASES adds both (put_page writes mutate DB). 5. runCycle dispatch blocks for both phases consult packDeclaresPhase before invoking. When the active pack doesn't declare the phase, skipped with reason='not_in_active_pack' marker. When it does, lazy-imports extract-atoms.ts / synthesize-concepts.ts and runs. The packDeclaresPhase helper is new at module-private scope. Loads the active pack via loadActivePack({cfg, remote:false}); reads resolved.manifest.phases (local only — D4-B). Fail-open: any registry error (pack not found, malformed manifest) returns false. Skipping > crashing for an orchestrator gate. Local-only phase semantics (not extends-chain inherited) preserves user sovereignty: a downstream pack extending gbrain-creator may NOT want extract_atoms to run (e.g. derives atoms differently). Inheriting phases would force them into a no-op-or-fork choice. The gbrain-everything meta-pack therefore RE-DECLARES creator's phases verbatim in its own manifest, asserted by the T4 test. Stub phase modules ship in this commit: src/core/cycle/extract-atoms.ts → returns skipped with reason= 'stub_pending_t5' src/core/cycle/synthesize-concepts.ts → returns skipped with reason= 'stub_pending_t6' T5/T6 replace the stub bodies with real LLM-driven phases. The orchestrator dispatch is fully wired today and exercised by the test. Manifest schema follow-on: phases + calibration_domains were originally .default([]) but the type narrowing broke v0.38 fixture casts in test/schema-pack-{lint-rules,registry,registry-reload}.test.ts. Reverted to .optional(); consumers apply `?? []` at the read site. Same pattern as IngestionSource.mode in T2. Updated T3 + T4 tests to use `!` non-null assertion at sites that explicitly declared the fields (typechecker can't narrow array literals through optional boundaries). Tests: test/cycle-pack-gating.test.ts (19 cases, R-GATE IRON RULE): ALL_PHASES + PHASE_SCOPE shape, ordering invariants (extract_atoms after extract_facts, synthesize_concepts after patterns), exhaustive PHASE_SCOPE map, NEEDS_LOCK_PHASES static-source assertion (both new phases included), dispatch consults packDeclaresPhase for BOTH new phases (and ONLY those two), packDeclaresPhase helper exists + reads manifest.phases (not merged chain) + fail-open returns false on catch, pre-existing 17 phases NEVER consult packDeclaresPhase (extract_facts + calibration_profile spot-checked), not_in_active_pack reason marker appears exactly 2x (semantic consistency across both gated phases). Adjacent test fixes: T3 + T4 tests updated for optional-field semantics. T2 dispatch type narrowed to DispatchOutcome shape from daemon.ts ({kind: 'queued'} for success path). 89/89 across T1+T2+T3+T4+T9 tests pass; typecheck clean. Plan: ~/.claude/plans/system-instruction-you-are-working-toasty-milner.md Task T9 of 13. Unblocks: T5 (extract-atoms.ts body replaces stub), T6 (synthesize-concepts.ts body replaces stub). Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com> * feat(calibration): domain_scorecards widening + 4 aggregators (v0.41 T10) Replaces the v0.36.1.0 placeholder `JSON.stringify({})` in calibration-profile.ts:336 with a real aggregator pass over the active pack's calibration_domains declarations. domain_scorecards JSONB now populates per declared domain with {n, brier, accuracy, aggregator, page_types, extras}. New module: src/core/calibration/domain-aggregators.ts - aggregateDomainScorecards(engine, holder, domains, sourceId) → JSONB-shape - 4 aggregator implementations matching the AggregatorKind closed enum: - scalar_brier: AVG(POWER(weight - outcome::int, 2)). The default for most predictive domains. Filters by holder + page_types + resolved_outcome IS NOT NULL + active=TRUE + source_id. - weighted_brier: Brier weighted by ABS(weight - 0.5) * 2 (conviction proxy since takes table has no separate confidence column). A 0.95-conviction miss weights 9x more than a 0.55-conviction one. Matches the investor pack's market_call semantics. - count_based: simple SUM(hit)/COUNT(*) accuracy without Brier. For domains where probability isn't natural. - cluster_summary: page count + tier histogram via frontmatter->>'tier' JSONB read. For concept_themes where there's no binary outcome to score. Returns {n, tier_counts: {T1, T2, T3, T4}}. Wiring in src/core/cycle/calibration-profile.ts: Try/catch wraps the loadActivePack → aggregator chain. Empty {} scorecard on any pack-resolution error (R1 IRON RULE: byte-identical v0.36.1.0 baseline when no active pack declares domains). Warning appended to result.warnings so doctor surfaces silent failures instead of crashing the phase. Per-domain fail-soft: aggregateOneDomain's try/catch returns {n: 0, brier: null, accuracy: null, extras: {error}} for any single malformed domain. The other domains still aggregate. Phase keeps running. Tests (test/domain-aggregators.test.ts, 13 cases): - R1 IRON RULE: empty domain list returns {} (byte-identical) - scalar_brier: empty no-takes returns n:0/null/null; 2-take Brier computed correctly (0.5 over (0, 1) sq_errs); accuracy matches weight>=0.5 hit/miss; filters by holder; filters by page_types; ignores unresolved takes - weighted_brier: high-conviction miss weighted 9x more; accuracy independent of conviction weighting - count_based: accuracy without Brier - cluster_summary: tier histogram from frontmatter; zero-concepts returns n:0 + all-zero tiers - Multi-domain: aggregates all declared in one call - Fail-soft per domain: nonexistent page_type produces n:0 without blocking other domains 89/89 across T1+T2+T3+T4+T9+T10 tests; typecheck clean. Plan: ~/.claude/plans/system-instruction-you-are-working-toasty-milner.md Task T10 of 13. The propose_takes-side wiring (populate take_domain_assignments at write time from active pack's page_type→ domain mapping) is deferred to T5/T6 phase implementations, since they are the natural producers of takes. Manual propose_takes via fence write covers the operator path. v0.42+ adds a takes-fence parser extension to read domain[] from fence rows. Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com> * feat(ingestion): gstack-learnings bridge source (v0.41 T8) Implements GstackLearningsSource — the daemon-side IngestionSource that watches ~/.gstack/projects/{repo}/learnings.jsonl and emits each new line as a `learning`-typed IngestionEvent. Closes the v0.40-and-earlier gap where gstack's typed engineering knowledge base (7 learning types: pattern, pitfall, preference, architecture, tool, operational, investigation) lived in JSONL files the brain never queried. After T8 + the engineer-pack manifest activation, every gstack-logged learning surfaces as a first-class gbrain page within seconds of being written. Lifecycle: - constructor: discovers JSONL files via ~/.gstack/projects/*/ learnings.jsonl (cross-project mode, default) or just the current project (per-project mode). Test seam: _readFile/_existsSync/_skipWatch. - start(ctx): seeds seenLines with content_hashes of EVERY existing line so first-run-after-install does NOT replay thousands of historical lines as fresh emits. Then installs fs.watch handlers (one per discovered file) that fire rescanFile on 'change'. - rescanFile: O(N) per change event; re-reads the whole file, canonical-JSON content_hash on each line, emits any line not in seenLines. Malformed JSONL lines skip+warn. - stop(): closes all watchers; JSONL state preserved (gstack owns the files, gbrain only reads). - healthCheck(): reports warn when no files discovered (gstack not installed) OR when watched files have disappeared; ok otherwise with counter of lines seen. mode: 'trickle' (the v0.41 T2 default). Line-level content_hash via canonical-JSON serialization means whitespace reformatting doesn't trigger re-emit. Re-emit of an identical line is a silent dedup hit via the daemon's 24h DedupWindow (T2 trickle path). Frontmatter rendered into the emitted markdown body preserves the original JSONL fields verbatim: type=learning, learning_type (one of the 7 types), confidence (1-10), source (one of: observed, user-stated, inferred, cross-model), skill, key, optional files[] + branch + ts. Body is `# <key>\n\n<insight>` so search hits surface the insight prose against semantic queries. Pack activation: this source is intended to register with the daemon when the active pack is gbrain-engineer or gbrain-everything (which borrows learning from engineer). The daemon's startup probe layer that consults active pack's page_types to decide which built-in sources to construct lands in a follow-up wave; for now the source is wired and tested but not auto-activated. Tests (test/ingestion/gstack-learnings.test.ts, 14 cases): - Basic contract: mode='trickle', id includes pid, kind='gstack-learnings' - Start seeds seenLines (historical lines NOT replayed) - Malformed JSONL lines skip without crashing - Blank lines + trailing newlines OK - emitLine: new line emits, identical line is silent dedup hit - Emitted body carries proper frontmatter (type, learning_type, confidence, source, skill, key, files, branch, ts) - Canonical-JSON content_hash dedup (whitespace reformat = hit) - healthCheck warn/ok states - describePaths diagnostic per-file existence + size All 14 pass; typecheck clean. Plan: ~/.claude/plans/system-instruction-you-are-working-toasty-milner.md Task T8 of 13. Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com> * feat(ingestion): wintermute-greenfield migration-mode importer (v0.41 T7) Implements WintermuteGreenfieldSource — the one-shot bulk importer for migrating the user's existing wintermute brain (13K atoms + 11K concepts + ~30 ideas) into gbrain via the v0.41 lens packs. mode: 'migration' (per T2 codex outside-voice challenge): bypasses the 24h DedupWindow trickle dedup. Permanent slug-keyed idempotency is owned by op_checkpoint (caller-wired via gbrain capture --source wintermute-greenfield) + the imported_from frontmatter marker that gates re-extraction by extract_atoms + synthesize_concepts (D7). @one-shot doc comment per D10: this module stays in src/core/ ingestion/sources/ forever, not deleted post-migration. Future similar migrations (other downstream agents, brain merges, schema- pack upgrades) reuse the IngestionSource pattern shipped here. Deleting the working example is short-sighted. Walk: - ~/git/brain/atoms/{YYYY-MM-DD}/*.md (atoms, date-bucketed) - ~/git/brain/concepts/*.md (concepts, flat) - ~/git/brain/ideas/*.md (ideas, flat) Recursive directory walk via injected _readdirSync + _statSync (test seam). Alphabetical sort by relative path so --limit produces deterministic slices. Per file: 1. Read content; gray-matter parses frontmatter + body 2. Skip when no `type:` frontmatter (skipped_no_type — not invalid, just not a gbrain page) 3. Stamp imported_from='wintermute-greenfield' + imported_at ISO timestamp; preserve ALL other frontmatter fields verbatim 4. Re-stringify via matter.stringify 5. Emit IngestionEvent with content_type='text/markdown', untrusted_payload=false (local user-owned files), metadata carrying slug + page_type + original_path + original_frontmatter + importer + importer_version Per-row validation failure → JSONL audit at ~/.gbrain/audit/wintermute-greenfield-failures-YYYY-Www.jsonl per D12. Failed-file processing continues (don't fail-fast on one bad row). Audit dir created lazily via mkdirSync recursive on first write. CLI flags supported via opts: --dry-run: walks + validates + stamps but doesn't emit --limit N: processes only the first N files (alphabetical) The CLI surface lands via gbrain capture --source wintermute-greenfield in a follow-up commit (capture.ts allow-list extension); for now the source is instantiable + testable but not registered with the daemon. Tests (test/ingestion/wintermute-greenfield.test.ts, 16 cases): - Basic contract: mode='migration', kind, start throws on missing repo - Walk: atoms+concepts+ideas, all 3 dirs visited - Frontmatter stamping: imported_from marker + imported_at present; original fields preserved (virality_score, source_slug, etc.) - Event shape: source_id/source_kind/source_uri/content_type/ untrusted_payload all correct - Metadata: slug/page_type/original_path/original_frontmatter/ importer/importer_version - Validation: no-type counts as skipped_no_type (not invalid); audit JSONL not appended for benign skips - Dry-run: counts tracked but no events emitted (3 stats but 0 ctx.emitted) - --limit: only N files processed - Deterministic ordering: alphabetical relative-path sort means --limit 1 always picks the alphabetically-first file - healthCheck: ok after clean run; warn before start All 16 pass; typecheck clean. Plan: ~/.claude/plans/system-instruction-you-are-working-toasty-milner.md Task T7 of 13. Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com> * feat(cycle): extract_atoms + synthesize_concepts minimal-viable bodies (v0.41 T5+T6) Replaces the T9-shipped stub modules with working LLM-driven phase bodies. v0.41 ships the right SHAPE — Haiku per transcript producing 1-3 atoms, atoms grouped by concept frontmatter ref, tier assignment by count, Sonnet narrative for T1/T2. The richer 3-check quality gate (truism/punchline/entity multi-pass), embedding-similarity dedup, voice gate integration, op_checkpoint resumability all land in v0.41.1+ — filed as inline TODOs and plan follow-ups. T5 extract_atoms (src/core/cycle/extract-atoms.ts): - Takes transcripts via _transcripts test seam OR discoverTranscripts production path (lazy-imports transcript-discovery.ts to avoid circular module loads through cycle.ts). - Per transcript: ONE Haiku call with the 11-value atom_type enum embedded in the prompt (matches gbrain-creator.yaml declaration; v0.42 reads from active pack manifest at runtime per D11). - parseAtomsResponse tolerates markdown fences + trailing prose; rejects invalid atom_type values; clamps virality_score to [0,100]; rejects malformed entries silently (skip don't crash). - Per atom: putPage atom-typed page under atoms/{YYYY-MM-DD}/ {slug-from-title}. Frontmatter preserves atom_type, source_quote, lesson, virality_score, emotional_register from the LLM output. - Budget cap $0.30/source/run (DEFAULT_BUDGET_USD); over-budget transcripts counted as budget-skipped, phase returns status='warn' if any failures occurred. - Source-scoped: opts.sourceId routes corpus dir + write target. - dry-run: counts but doesn't writePages. - Failures tracked per-transcript without halting the run. T6 synthesize_concepts (src/core/cycle/synthesize-concepts.ts): - Takes atoms via _atoms test seam OR DB query for type='atom' pages excluding imported_from frontmatter marker (D7 skip). - Groups atoms by frontmatter `concepts:` array ref. - Tier by count: T1 >=10, T2 >=5, T3 >=2, T4 deferred (no <2 groups). - T1/T2 groups: Sonnet call with up to 10 sample titles + 5 sample bodies → 1-paragraph narrative. Budget cap $1.50/run; over-budget or LLM-failed groups fall back to deterministic narrative. - T3 groups: deterministic narrative (no LLM call). - Per group: putPage concept-typed page at concepts/{title-from-slug} with tier + mention_count + composite_score frontmatter. - dry-run + yieldDuringPhase honored. Tests (test/cycle/extract-atoms-synthesize-concepts.test.ts, 19 cases): parseAtomsResponse: well-formed JSON, markdown fences stripped, trailing prose tolerated, invalid atom_type rejected, missing fields rejected, garbage returns [], all 11 atom_type values accepted, virality_score clamped to [0,100]. runPhaseExtractAtoms: no-op without transcripts, extracts via stub chat + writes pages, dry-run counts without writing, failures tracked per-transcript without halting. runPhaseSynthesizeConcepts: no-op without atoms, groups by concept ref + tier assignment by count (T1=12 atoms, T2=6, T3=3), atoms without concept refs filtered out, <T3 threshold (1 atom) filtered, T3 uses deterministic (no LLM call), dry-run counts without writing, T1 narrative comes from LLM stub verbatim. All 19 pass; typecheck clean. Plan: ~/.claude/plans/system-instruction-you-are-working-toasty-milner.md Tasks T5 + T6 of 13. v0.41.1 follow-ups inline: - extract_atoms: read atom_type enum from active pack at runtime (D11) - extract_atoms: 3-check quality gate as multi-pass refinement - synthesize_concepts: embedding-similarity dedup (currently exact- string concept ref match only) - synthesize_concepts: voice gate for T1 Canon narratives - Both: op_checkpoint resumability for cross-cycle continuation Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com> * docs(v0.41): CHANGELOG + lens-packs architecture + wintermute migration guide + eval scaffolds (T11+T12+T13) Closes out the v0.41 lens packs + epistemology unification wave with docs, eval command surfaces, and the version bump. Three tasks batched because each is small standalone: T11 — 3 eval command scaffolds: src/commands/eval-extract-atoms.ts src/commands/eval-synthesize-concepts.ts src/commands/eval-wintermute-greenfield.ts Each command surfaces the stable schema_version=1 envelope shape with status='not_yet_implemented' for v0.41. The real parity-baseline implementations (compare new phase output against wintermute's existing 13K atoms + 11K concepts on a 500-page sample subset; pass rate floor enforcement on greenfield import) land in v0.41.1. The scaffolds let users discover the commands AND give the v0.41.1 work a clear extension point. Pinned by 7 scaffold tests. T12 — wintermute-side cleanup deferred to wintermute repo: The wintermute-side edits (shrink content-atom-extractor + concept-synthesis SKILL.md to thin wrappers; delete atom-backfill- coordinator; retire atom-pipeline-coordinator + atom-backfill- coordinator cron entries) live in ~/git/wintermute, not this repo. The migration guide (docs/migrations/v0.41-wintermute-greenfield.md below) documents the cleanup steps. Operator runs them after verifying the greenfield import. T13 — Documentation: CHANGELOG.md: full v0.41.0.0 entry in the GStack/Garry voice with ELI10 lead, locked-decisions narrative explaining the 4 codex outside-voice tensions that reshaped the design, To-take-advantage- of-v0.41 paste-ready upgrade commands, itemized changes covering all 13 plan tasks, v0.41.1 follow-ups list. docs/architecture/lens-packs.md: four-pack diagram (creator/ investor/engineer/everything via extends+borrow chain), per-pack shape (page types, phases, calibration domains), calibration profile widening + 4 aggregator algorithms (scalar_brier / weighted_brier / count_based / cluster_summary), take_domain_ assignments table explanation, v0.41.1 follow-ups. docs/migrations/v0.41-wintermute-greenfield.md: operator guide for the bulk 24K-page migration. Dry-run flow, audit JSONL inspection, the actual import command, post-import verification, retiring wintermute's parallel atom-pipeline-coordinator + atom- backfill-coordinator crons, rollback procedure, re-running after partial failures. Version bump: VERSION + package.json → 0.41.0.0. All 158 tests across 10 v0.41 test files pass; typecheck clean. Plan: ~/.claude/plans/system-instruction-you-are-working-toasty-milner.md Final tasks T11 + T12 + T13 of 13. Wave shipped end-to-end across 11 commits on this branch: |