30 lines
1.5 KiB
Markdown
30 lines
1.5 KiB
Markdown
# StellaOps Advisory AI
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Advisory AI is the retrieval-augmented assistant that synthesizes advisory and VEX evidence into operator-ready summaries, conflict explanations, and remediation plans with strict provenance.
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## Responsibilities
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- Generate policy-aware advisory summaries with citations back to Conseiller and Excititor evidence.
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- Explain conflicting advisories/VEX statements using weights from VEX Lens and Policy Engine.
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- Propose remediation hints aligned with Offline Kit staging and export bundles.
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- Expose API/UI surfaces with guardrails on model prompts, outputs, and retention.
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## Key components
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- RAG pipeline drawing from Conseiller, Excititor, VEX Lens, Policy Engine, and SBOM Service data.
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- Prompt templates and guard models enforcing provenance and redaction policies.
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- Vercel/offline inference workers with deterministic caching of generated artefacts.
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## Integrations & dependencies
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- Authority for tenant-aware access control.
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- Policy Engine for context-specific decisions and explain traces.
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- Console/CLI for interaction surfaces.
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- Export Center/Vuln Explorer for embedding generated briefs.
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## Operational notes
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- Model cache management and offline bundle packaging per Epic 8 requirements.
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- Usage/latency dashboards for prompt/response monitoring.
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- Redaction policies validated against security/LLM guardrail tests.
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## Epic alignment
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- Epic 8: Advisory AI Assistant.
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- DOCS-AI stories to be tracked in ../../TASKS.md.
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