# Advisory AI Task Board — Epic 8
| ID | Status | Owner(s) | Depends on | Description | Exit Criteria |
|----|--------|----------|------------|-------------|---------------|
| AIAI-31-001 | DONE (2025-11-02) | Advisory AI Guild | CONCELIER-VULN-29-001, EXCITITOR-VULN-29-001 | Implement structured and vector retrievers for advisories/VEX with paragraph anchors and citation metadata. | Retrievers return deterministic chunks with source IDs/sections; unit tests cover CSAF/OSV/vendor formats. |
| AIAI-31-002 | DONE (2025-11-04) | Advisory AI Guild, SBOM Service Guild | SBOM-VULN-29-001 | Build SBOM context retriever (purl version timelines, dependency paths, env flags, blast radius estimator). | Retriever returns paths/metrics under SLA; tests cover ecosystems. |
| AIAI-31-003 | DONE (2025-11-04) | Advisory AI Guild | AIAI-31-001..002 | Implement deterministic toolset (version comparators, range checks, dependency analysis, policy lookup) exposed via orchestrator. | Tools validated with property tests; outputs cached; docs updated. |
| AIAI-31-004 | DONE (2025-11-04) | Advisory AI Guild | AIAI-31-001..003, AUTH-VULN-29-001 | Build orchestration pipeline for Summary/Conflict/Remediation tasks (prompt templates, tool calls, token budgets, caching). | Pipeline executes tasks deterministically; caches keyed by tuple+policy; integration tests cover tasks. |
| AIAI-31-004A | DONE (2025-11-04) | Advisory AI Guild, Platform Guild | AIAI-31-004, AIAI-31-002 | Wire `AdvisoryPipelineOrchestrator` into WebService/Worker, expose API/queue contracts, emit metrics, and stand up cache stub. | API returns plan metadata; worker executes queue message; metrics recorded; doc updated. |
| AIAI-31-004B | TODO | Advisory AI Guild, Security Guild | AIAI-31-004A, DOCS-AIAI-31-003, AUTH-AIAI-31-004 | Implement prompt assembler, guardrail plumbing, cache persistence, DSSE provenance; add golden outputs. | Deterministic outputs cached; guardrails enforced; tests cover prompt assembly + caching. |
| AIAI-31-004C | TODO | Advisory AI Guild, CLI Guild, Docs Guild | AIAI-31-004B, CLI-AIAI-31-003 | Deliver CLI `stella advise run <task>` command, renderers, documentation updates, and CLI golden tests. | CLI command produces deterministic output; docs published; smoke run recorded. |
| AIAI-31-005 | DONE (2025-11-04) | Advisory AI Guild, Security Guild | AIAI-31-004 | Implement guardrails (redaction, injection defense, output validation, citation enforcement) and fail-safe handling. | Guardrails block adversarial inputs; output validator enforces schemas; security tests pass. |
| AIAI-31-006 | DONE (2025-11-04) | Advisory AI Guild | AIAI-31-004..005 | Expose REST API endpoints (`/advisory/ai/*`) with RBAC, rate limits, OpenAPI schemas, and batching support. | Endpoints deployed with schema validation; rate limits enforced; integration tests cover error codes. |
| AIAI-31-007 | TODO | Advisory AI Guild, Observability Guild | AIAI-31-004..006 | Instrument metrics (`advisory_ai_latency`, `guardrail_blocks`, `validation_failures`, `citation_coverage`), logs, and traces; publish dashboards/alerts. | Telemetry live; dashboards approved; alerts configured. |
| AIAI-31-008 | TODO | Advisory AI Guild, DevOps Guild | AIAI-31-006..007 | Package inference on-prem container, remote inference toggle, Helm/Compose manifests, scaling guidance, offline kit instructions. | Deployment docs merged; smoke deploy executed; offline kit updated; feature flags documented. |
| AIAI-31-010 | DONE (2025-11-02) | Advisory AI Guild | CONCELIER-VULN-29-001, EXCITITOR-VULN-29-001 | Implement Concelier advisory raw document provider mapping CSAF/OSV payloads into structured chunks for retrieval. | Provider resolves content format, preserves metadata, and passes unit tests covering CSAF/OSV cases. |
| AIAI-31-011 | DONE (2025-11-02) | Advisory AI Guild | EXCITITOR-LNM-21-201, EXCITITOR-CORE-AOC-19-002 | Implement Excititor VEX document provider to surface structured VEX statements for vector retrieval. | Provider returns conflict-aware VEX chunks with deterministic metadata and tests for representative statements. |
| AIAI-31-009 | TODO | Advisory AI Guild, QA Guild | AIAI-31-001..006 | Develop unit/golden/property/perf tests, injection harness, and regression suite; ensure determinism with seeded caches. | Test suite green; golden outputs stored; injection tests pass; perf targets documented. |

> 2025-11-02: AIAI-31-002 – SBOM context domain models finalized with limiter guards; retriever tests now cover flag toggles and path dedupe. Service client integration still pending with SBOM guild.
> 2025-11-04: AIAI-31-002 – Introduced `SbomContextHttpClient`, DI helper (`AddSbomContext`), and HTTP-mapping tests; retriever wired to typed client with tenant header support and deterministic query construction.

> 2025-11-02: AIAI-31-003 moved to DOING – starting deterministic tooling surface (version comparators & dependency analysis). Added semantic-version + EVR comparators and published toolset interface; awaiting downstream wiring.
> 2025-11-04: AIAI-31-003 completed – toolset wired via DI/orchestrator, SBOM context client available, and unit coverage for compare/range/dependency analysis extended.

> 2025-11-02: AIAI-31-004 started orchestration pipeline work – begin designing summary/conflict/remediation workflow (deterministic sequence + cache keys).
> 2025-11-04: AIAI-31-004 DONE – orchestrator composes structured/vector/SBOM context with stable cache keys and metadata (env flags, blast radius, dependency metrics); unit coverage via `AdvisoryPipelineOrchestratorTests` keeps determinism enforced.

> 2025-11-02: AIAI-31-004 orchestration prerequisites documented in docs/modules/advisory-ai/orchestration-pipeline.md (task breakdown 004A/004B/004C).
> 2025-11-04: AIAI-31-004A DONE – WebService `/v1/advisory-ai/pipeline/*` + batch endpoints enqueue plans with rate limiting & scope headers, Worker drains filesystem queue, metrics/logging added, docs updated. Tests: `dotnet test src/AdvisoryAI/__Tests/StellaOps.AdvisoryAI.Tests/StellaOps.AdvisoryAI.Tests.csproj --no-restore`.

> 2025-11-04: AIAI-31-005 DONE – guardrail pipeline redacts secrets, enforces citation/injection policies, emits block counters, and tests (`AdvisoryGuardrailPipelineTests`) cover redaction + citation validation.

> 2025-11-04: AIAI-31-006 DONE – REST endpoints enforce header scopes, apply token bucket rate limiting, sanitize prompts via guardrails, and queue execution with cached metadata. Tests executed via `dotnet test src/AdvisoryAI/__Tests/StellaOps.AdvisoryAI.Tests/StellaOps.AdvisoryAI.Tests.csproj --no-restore`.