Enhance risk API documentation and error handling

- Updated API documentation for risk endpoints to include optional caching headers and error catalog references.
- Added a new error catalog JSON file to standardize error responses.
- Improved explainability documentation with sample outputs for console and CLI.
- Added SHA256 checksums for new sample files related to explainability.
- Refined AocGuard tests to utilize a helper method for generating test JSON, improving readability and maintainability.
- Updated runbook references to ensure consistency in sprint documentation.
- Introduced stub implementations for MongoDB storage interfaces and options, laying groundwork for future development.
- Disabled analytics in Angular CLI configuration for privacy considerations.

docs/risk/api.md

@@ -13,8 +13,8 @@
 ## Endpoints (v1)
 - `POST /api/v1/risk/jobs` — submit scoring job (body: job request); returns `202` with `job_id` and `status` (`queued`). Sample: `risk-api-samples.json#submit_job_request`.
 - `GET /api/v1/risk/jobs/{job_id}` — job status + results array (sample: `get_job_status`).
-- `GET /api/v1/risk/explain/{job_id}` — explainability payload (sample references `../explain/explain-trace.json`).
-- `GET /api/v1/risk/profiles` — list profiles (tenant-filtered); include `profile_hash`, `version`, `etag`.
+- `GET /api/v1/risk/explain/{job_id}` — explainability payload (sample references `../explain/explain-trace.json`). Optional `If-None-Match` for caching.
+- `GET /api/v1/risk/profiles` — list profiles (tenant-filtered); includes `profile_hash`, `version`, `etag` (see error-catalog headers).
 - `POST /api/v1/risk/profiles` — create/update profile with DSSE/attestation metadata; returns `201` with `etag`.
 - `POST /api/v1/risk/simulations` — dry-run scoring with fixtures; returns explain + contributions without persisting results.
 - `GET /api/v1/risk/export/{job_id}` — export bundle (JSON + CSV + manifest) for auditors.
@@ -25,8 +25,8 @@
 - Imposed rule reminder must be present in responses where tenant-bound resources are returned.
 
 ## Error Model
-- Envelope: `code`, `message`, `correlation_id`, `severity`, `remediation`.
-- Rate-limit headers: `Retry-After`, `X-RateLimit-Remaining` (document values in SDKs).
+- Envelope: `code`, `message`, `correlation_id`, `severity`, `remediation`; sample catalog in `docs/risk/samples/api/error-catalog.json`.
+- Rate-limit headers: `Retry-After`, `X-RateLimit-Remaining`; caching headers include `ETag` for explain/results/profile GETs.
 
 ## Determinism & Offline Posture
 - Samples: `docs/risk/samples/api/risk-api-samples.json` (hashes in `SHA256SUMS`); explain sample reused via relative reference.

docs/risk/explainability.md

@@ -16,8 +16,8 @@
 - UI/CLI expectations: deterministic ordering (factor type → source → timestamp), highlight top contributors, show attestation status for each factor.
 
 ## UI/CLI Views
-- Console: table of factors sorted by contribution, severity badge, gate badges (e.g., KEV+reachability), link to provenance hashes.
-- CLI `stella risk explain job-001`: render table using fixture `explain-trace.json`; include `--json` option that emits the same payload.
+- Console: frame sample in `docs/risk/samples/explain/console-frame.json` shows top contributors, gate badges, and provenance hashes.
+- CLI `stella risk explain job-001`: deterministic text fixture in `docs/risk/samples/explain/cli-explain.txt`; `--json` mirrors `explain-trace.json`.
 - Export Center: embed explain payload + SHA256 manifest; CSV export keeps deterministic ordering.
 
 ## Determinism & Offline Posture

docs/risk/samples/api/SHA256SUMS

@@ -1,2 +1,3 @@
 9408221415b389f6dad1c235de160e88721555b406ab0e2bdbfa3119c6696a4d  README.md
+00f8dc4e466eb95c06545e6336d7b0866b53ac430335b7fd1b7889da13529b93  error-catalog.json
 96926cd81dfb6ff02d62d1fde5d7b2b7b5b3950e50eb651e51b8ae3042ac9506  risk-api-samples.json

docs/risk/samples/api/error-catalog.json

@@ -0,0 +1,13 @@
+{
+  "errors": [
+    {"code": "risk.job.not_found", "message": "Risk job not found", "http_status": 404, "remediation": "Verify job_id"},
+    {"code": "risk.profile.invalid_signature", "message": "Profile DSSE signature failed", "http_status": 400, "remediation": "Re-sign profile and retry"},
+    {"code": "risk.job.rate_limited", "message": "Rate limit exceeded", "http_status": 429, "remediation": "Retry after backoff", "retry_after": 5},
+    {"code": "risk.tenant.scope_denied", "message": "Tenant scope not authorized", "http_status": 403, "remediation": "Provide required scope header"}
+  ],
+  "headers": {
+    "etag": "\"risk-api-sample-etag\"",
+    "x-ratelimit-remaining": 99,
+    "retry-after": 5
+  }
+}

docs/risk/samples/explain/SHA256SUMS

@@ -1,2 +1,4 @@
 30a64dcc9fb41d06774a9c125456c212a29915a083cd1d2170f16f343bd0764f  README.md
+4bba11375e9f06942e988dd6cd30e7005fe3b040009b3fffca4e6d36a1875ab3  cli-explain.txt
+22c87e16d5a5cd89f60660eeb07b319989c38f2aa0243da88a312bee1841dda6  console-frame.json
 1d2e56eebf0a266f80519f073e1db532c4a4f2d7fa604ea5c05d4e208719cc7c  explain-trace.json

docs/risk/samples/explain/cli-explain.txt

@@ -0,0 +1,12 @@
+stella risk explain job-001 --tenant tenant-default --json false
+Finding: finding-123
+Profile: default-profile v1.0.0 (hash sha256:profilehash)
+Score: 0.85 (high)
+Gates: kev_and_reachability
+Contributions:
+- cvss          0.40 (raw 7.5, source nvd, provenance sha256:cvsshash)
+- kev           0.30 (raw true, source cisa, provenance sha256:kevhash)
+- reachability  0.30 (raw 0.9, source scanner, provenance sha256:reachhash)
+Overrides: kev-boost (Known Exploited Vulnerability)
+Provenance: job sha256:jobhash | fixtures [sha256:cvsshash, sha256:kevhash, sha256:reachhash]
+Timestamp: 2025-12-05T00:00:02Z

docs/risk/samples/explain/console-frame.json

@@ -0,0 +1,19 @@
+{
+  "frame_id": "console-explain-001",
+  "captured_at": "2025-12-05T00:05:00Z",
+  "finding_id": "finding-123",
+  "profile_id": "default-profile",
+  "score": 0.85,
+  "severity": "high",
+  "gates": ["kev_and_reachability"],
+  "top_contributors": [
+    {"factor": "cvss", "contribution": 0.4, "raw": 7.5, "provenance": "sha256:cvsshash"},
+    {"factor": "kev", "contribution": 0.3, "raw": true, "provenance": "sha256:kevhash"},
+    {"factor": "reachability", "contribution": 0.3, "raw": 0.9, "provenance": "sha256:reachhash"}
+  ],
+  "provenance": {"job_hash": "sha256:jobhash"},
+  "charts": {
+    "donut": {"high": 1},
+    "stacked": [0.4, 0.3, 0.3]
+  }
+}