stemedb/ai-lookup/index.md
jordan bbe6aedc40 feat: Aphoria security extractors + LLM evaluation architecture + ontology docs
New security extractors:
- insecure_deserialization, orm_injection, path_traversal, security_headers
- ssrf, unvalidated_redirects, weak_password, xxe
- Enhanced tls_version extractor with comprehensive cipher/protocol checks

Architecture docs:
- Scout-judge extraction pattern for LLM-based code analysis
- LLM prompt evaluation framework
- LLM eval implementation guide

Core improvements:
- stemedb-ontology README and client enhancements
- WAL journal/segment instrumentation
- Signing and ingestion refinements
- Consumer health demo script

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
2026-02-05 15:22:55 -07:00

3.6 KiB

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

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