audit, advisories and doctors/setup work
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master
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> **Sprint:** SPRINT_20260107_006_003 Task CH-016
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> **Status:** Active
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> **Last Updated:** 2026-01-09
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> **Last Updated:** 2026-01-13
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The AdvisoryAI Chat Interface provides a conversational experience for security operators to investigate vulnerabilities, understand findings, and take remediation actions—all grounded in internal evidence with citations.
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@@ -14,6 +14,17 @@ The chat interface enables:
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- **Action proposals** for risk approval, quarantine, and VEX creation
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- **Streaming responses** for real-time feedback
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## Controlled Gateway and Budgets
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- **Chat Gateway** enforces Authority auth, quotas, and token budgets per user/org.
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- **Settings overrides**: quotas and tool allowlists are configurable via UI/CLI settings; env values are defaults.
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- **Doctor action** reports quota/tool limits and last denial for troubleshooting.
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- **Scrubber** removes secrets and PII using regex + entropy filters + allowlists.
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- **Tool gating** runs policy checks before any tool invocation; read-only by default.
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## Sanctioned Tools (v1)
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- Read-only: `vex.query`, `sbom.read`, `scanner.findings.topk`.
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- Action tools require explicit confirmation plus policy allow.
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---
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## API Reference
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@@ -22,18 +33,23 @@ The chat interface enables:
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Creates a new conversation session.
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Required headers: `X-StellaOps-User`, `X-StellaOps-Client`, and either `X-StellaOps-Roles` (`chat:user` or `chat:admin`) or `X-StellaOps-Scopes` (`advisory:chat` or `advisory:run`).
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```http
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POST /api/v1/advisory-ai/conversations
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POST /v1/advisory-ai/conversations
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Content-Type: application/json
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Authorization: Bearer <token>
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X-StellaOps-User: user-xyz
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X-StellaOps-Roles: chat:user
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X-StellaOps-Client: ui
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{
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"tenantId": "tenant-123",
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"context": {
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"findingId": "f-456",
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"currentCveId": "CVE-2023-44487",
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"currentComponent": "pkg:npm/lodash@4.17.21",
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"currentImageDigest": "sha256:abc123",
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"scanId": "s-789",
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"cveId": "CVE-2023-44487",
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"component": "pkg:npm/lodash@4.17.21"
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"sbomId": "sbom-123"
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},
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"metadata": {
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"source": "ui",
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@@ -50,11 +66,7 @@ Authorization: Bearer <token>
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"userId": "user-xyz",
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"createdAt": "2026-01-09T12:00:00Z",
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"updatedAt": "2026-01-09T12:00:00Z",
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"context": {
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"currentCveId": "CVE-2023-44487",
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"currentComponent": "pkg:npm/lodash@4.17.21"
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},
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"turnCount": 0
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"turns": []
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}
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```
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@@ -63,13 +75,16 @@ Authorization: Bearer <token>
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Sends a user message and streams the AI response.
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```http
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POST /api/v1/advisory-ai/conversations/{conversationId}/turns
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POST /v1/advisory-ai/conversations/{conversationId}/turns
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Content-Type: application/json
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Accept: text/event-stream
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Authorization: Bearer <token>
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X-StellaOps-User: user-xyz
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X-StellaOps-Roles: chat:user
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X-StellaOps-Client: ui
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{
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"message": "Is CVE-2023-44487 exploitable in our environment?"
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"content": "Is CVE-2023-44487 exploitable in our environment?",
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"stream": true
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}
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```
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@@ -155,6 +170,24 @@ DELETE /api/v1/advisory-ai/conversations/{conversationId}
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Authorization: Bearer <token>
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```
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### Chat Settings
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Read or update chat quota/tool settings (defaults come from env).
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```http
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GET /api/v1/chat/settings
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PUT /api/v1/chat/settings?scope=tenant
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DELETE /api/v1/chat/settings?scope=tenant
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```
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### Chat Doctor
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Returns quota and tool access status to diagnose limits.
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```http
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GET /api/v1/chat/doctor
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```
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---
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## Object Link Format
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@@ -225,10 +258,11 @@ You may want to accept this risk: [Accept Risk]{action:approve,cve_id=CVE-2023-4
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1. **Parsing**: ActionProposalParser extracts actions from model output
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2. **Permission Check**: User roles are validated against required role
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3. **Display**: Allowed actions render as buttons; blocked actions show disabled with reason
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4. **Confirmation**: User clicks button and confirms in modal
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5. **Execution**: Backend executes action with audit trail
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6. **Result**: Success/failure displayed in chat
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3. **Policy Check**: Tool lattice rules allow/deny the action in this context
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4. **Display**: Allowed actions render as buttons; blocked actions show disabled with reason
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5. **Confirmation**: User clicks button and confirms in modal
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6. **Execution**: Backend executes action with audit trail
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7. **Result**: Success/failure displayed in chat
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### Blocked Actions
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@@ -244,6 +278,20 @@ When a user lacks permission for an action:
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---
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## Audit Log
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Every chat session records an immutable audit trail:
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- Prompt hash, redaction metadata, and model identifier
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- Tool calls (inputs/outputs hashes) and policy decisions
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- Evidence links surfaced in responses
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- Action confirmations and results
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Audit records live in Postgres with optional DSSE signatures for evidence export.
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Apply `src/AdvisoryAI/StellaOps.AdvisoryAI/Storage/Migrations/001_chat_audit.sql`
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to create the tables (adjust schema if needed).
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---
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## Grounding System
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All AI responses are validated for proper grounding—ensuring claims are backed by evidence.
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@@ -333,17 +381,40 @@ Assistant: I will create a VEX statement with the following details:
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```yaml
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AdvisoryAI:
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Guardrails:
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EntropyThreshold: 3.5
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EntropyMinLength: 20
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AllowlistFile: "data/advisory-ai/allowlist.txt"
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Chat:
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ConversationRetention: '7.00:00:00' # 7 days
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MaxTurnsPerConversation: 50
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TokenBudget: 8192
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StreamingEnabled: true
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Quotas:
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RequestsPerMinute: 60
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RequestsPerDay: 500
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TokensPerDay: 100000
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ToolCallsPerDay: 10000
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Tools:
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AllowAll: false
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AllowedTools:
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- "vex.query"
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- "sbom.read"
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- "scanner.findings.topk"
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Audit:
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Enabled: true
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ConnectionString: "Host=localhost;Database=stellaops;Username=stellaops;Password=changeme"
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SchemaName: "advisoryai"
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IncludeEvidenceBundle: false
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RetentionPeriod: '90.00:00:00'
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Grounding:
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MinGroundingScore: 0.5
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MaxLinkDistance: 200
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Actions:
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RequireConfirmation: true
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AuditAllExecutions: true```n
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RequirePolicyAllow: true
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AuditAllExecutions: true
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```
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---
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## Error Handling
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@@ -364,4 +435,5 @@ AdvisoryAI:
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- [AdvisoryAI Architecture](architecture.md)
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- [Deployment Guide](deployment.md)
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- [Security Guardrails](/docs/security/assistant-guardrails.md)
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- [Controlled Conversational Interface Advisory](../../../docs-archived/product/advisories/13-Jan-2026%20-%20Controlled%20Conversational%20Interface.md)
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