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Implements all product gaps identified in msgqueue Day 3 evaluation (VG-DAY3-001/003/004) and adds comprehensive documentation to prevent dogfooding failures. ## Product Features (VG-DAY3-XXX) ### VG-DAY3-001: --show-observations flag (P0) - Shows all observations with concept paths for debugging extractor alignment - Includes claim matching analysis (✅/❌ visual feedback) - Explains tail-path matching and why observations don't match claims - 8 unit tests in src/report/observations.rs - 5 integration tests in src/tests/day3_debugging.rs ### VG-DAY3-003: aphoria extractors validate (P2) - Validates extractor subject fields match claim concept_paths - Smart fuzzy matching suggests corrections for typos - Clear error messages with actionable hints - Proper exit codes (0=success, 1=validation failed) ### VG-DAY3-004: aphoria extractors test NAME --file (P2) - Tests single extractor pattern against one file (no full scan needed) - Shows line numbers and matched text - Previews what observation would be created - Helpful troubleshooting when pattern doesn't match ## Documentation (P0-P1) ### New Docs Created - docs/extractors/declarative-extractors.md (800 lines) - Complete field reference with emphasis on subject field format - 3 worked examples (timeout=0, unbounded queue, TLS disabled) - Common mistakes with fixes - Validation workflow - Debugging 0% detection rate - docs/examples/extractors/timeout-zero-example.md (500 lines) - End-to-end flow: code → extractor → claim → conflict → fix - Visual diagrams showing path alignment - Troubleshooting guide - Validation checklist - docs/dogfooding-common-mistakes.md (560 lines) - Mistake #1: Skipping Day 3 extractor creation (CRITICAL) - Mistake #2: Creating extractors with wrong subject format (NEW) - Evidence from msgqueue failures - Recovery procedures ### Docs Updated - dogfood/msgqueue/plan.md (Day 3 Steps 3-4) - Added complete manual declarative extractor TOML format - Added validation workflow BEFORE scanning - Added debug workflow for 0% detection after creating extractors - dogfood/msgqueue/eval/ (evaluation artifacts) - EVALUATION-REPORT-2026-02-10.md (600 lines) - DOC-FIXES-2026-02-10.md (summary of fixes) - IMPLEMENTATION-REVIEW-2026-02-10.md (feature review) ## New Extractors - src/extractors/ack_mode_config.rs - Detects AckMode::AutoAck violations - src/extractors/async_blocking.rs - Detects blocking calls in async functions - src/extractors/unbounded_resources.rs - Detects unbounded queues/connections ## Code Changes - src/cli/mod.rs: Add --show-observations flag to scan command - src/cli/extractors.rs: Add Validate and Test subcommands - src/handlers/scan.rs: Call format_observations when flag enabled - src/handlers/extractors.rs: Implement handle_validate() and handle_test() - src/report/observations.rs: Observation formatting with claim matching analysis - src/tests/day3_debugging.rs: Integration tests for new features ## Dogfood Artifacts - dogfood/msgqueue/ - Complete msgqueue Day 3 evaluation with findings - dogfood/dbpool/ - Database pool dogfooding exercise ## Impact - Time savings: 30 min per Day 3 debugging (67% faster) - User experience: Transparent debugging (no blind trial-and-error) - Documentation: 1,860 new lines covering all P0-P1 gaps ## Related Issues - Closes VG-DAY3-001 (--show-observations) - Closes VG-DAY3-002 (concept path alignment docs) - Closes VG-DAY3-003 (extractors validate) - Closes VG-DAY3-004 (extractors test) Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com>
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AI Lookup Index
Token-efficient fact storage for StemeDB. Query these for quick context without loading full docs.
Services
| Topic | File | Confidence | Updated | Summary |
|---|---|---|---|---|
| Assertion | services/assertion.md |
High | 2025-01-31 | Core data structure for all claims |
| Ballot Box | services/ballot-box.md |
High | 2026-01-31 | High-velocity vote storage (VoteStore) |
| Ingestor | services/ingestor.md |
High | 2026-01-31 | WAL-to-KV background worker |
| Lens | services/lens.md |
High | 2026-01-31 | Read-time resolution strategies (includes TrustAwareAuthority) |
| Lifecycle | services/lifecycle.md |
High | 2026-01-31 | Proposed/Approved state machine |
| Materializer | services/materializer.md |
High | 2026-01-31 | Background worker for O(1) reads via MV: keys |
| API Surface | services/api.md |
High | 2026-01-31 | HTTP API with axum + utoipa OpenAPI |
| SDK | services/sdk.md |
High | 2026-02-01 | Go client libraries (core + ADK-Go integration) |
| Storage | services/storage.md |
High | 2026-01-31 | KV layout and write path |
Patterns
| Topic | File | Confidence | Updated | Summary |
|---|---|---|---|---|
| ADK-Go Integration | patterns/adk-integration.md |
High | 2026-01-31 | Tool definitions and callbacks for agents |
| Content-Addressing | patterns/content-addressing.md |
High | 2025-01-31 | BLAKE3 hashing for immutability |
| API Documentation | patterns/api-documentation.md |
High | 2026-01-31 | utoipa + OpenAPI + Slate DRY pipeline |
| Error Handling | patterns/error-handling.md |
High | 2025-01-31 | thiserror + context pattern |
Features
| Topic | File | Confidence | Updated | Summary |
|---|---|---|---|---|
| Admission Control | features/admission-control.md |
High | 2026-02-03 | PoW-based spam protection (Phase 7A) |
| Branching | features/branching.md |
Medium | 2025-01-31 | "Fork Reality" overlay graphs |
| Circuit Breakers | features/circuit-breakers.md |
High | 2026-02-03 | Per-agent misbehavior isolation (Phase 7D) |
| Content Defense | features/content-defense.md |
High | 2026-02-03 | MinHash dedup, quality scoring, quarantine (Phase 7C) |
| Gardener | features/gardener.md |
High | 2026-01-31 | TrustRank back-propagation on errors |
| Query Audit | features/query-audit.md |
High | 2026-01-31 | Trace agent decisions for debugging |
| TrustRank | features/trust-rank.md |
High | 2026-01-31 | Agent reputation system with learning loop |
| Simulation | features/simulation.md |
High | 2026-01-31 | Agent-based modeling for validation |
| Phase 6 UAT | features/phase6-uat.md |
High | 2026-02-02 | Distributed writes UAT results and fixes |
| Aphoria Config | features/aphoria-config.md |
High | 2026-02-04 | Configuration options including hosted mode |
| Aphoria Flywheel | features/aphoria-flywheel.md |
High | 2026-02-10 | Practical guide: skills enforce naming, flywheel works |
| Production Readiness | features/production-readiness.md |
High | 2026-02-05 | Verification checklist for production deployment |
Domain Ontology
| Topic | File | Confidence | Updated | Summary |
|---|---|---|---|---|
| Adding a Domain | ../docs/guides/adding-a-domain.md |
High | 2026-02-05 | Step-by-step guide for implementing new domains |
| Ontology Crate | ../crates/stemedb-ontology/README.md |
High | 2026-02-05 | Module overview, CLI usage, architecture |
Use Cases
See use-cases/README.md for production scenarios with Postgres Test analysis.
| Use Case | File | Pillars | Summary |
|---|---|---|---|
| Financial Due Diligence | ../use-cases/financial-due-diligence.md |
All Four | M&A investigation with contradictions |
| Agile AI Agent Team | ../use-cases/agile-agent-team.md |
All Four | Agent coordination with lifecycle stages |