36 lines
2.3 KiB
Markdown
36 lines
2.3 KiB
Markdown
# Risk Explainability
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> Source: `CONTRACT-RISK-SCORING-002` (2025-12-05). Fixtures live under `docs/modules/risk-engine/samples/explain/`; all hashes in `SHA256SUMS`. Keep outputs deterministic (frozen payloads, stable ordering).
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## Purpose
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- Show how the scoring engine produces per-factor contributions and traces that UI/CLI/export surfaces render for auditors and operators.
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## Scope & Audience
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- Audience: Console/CLI users, auditors, SREs.
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- In scope: explainability payload shape, field meanings, provenance, UI/CLI mapping, offline/export behavior.
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- Out of scope: formula math (see `formulas.md`), API specifics (see `api.md`).
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## Payload Shape
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- Envelope: `job_id`, `tenant_id`, `context_id`, `profile_id`, `profile_version`, `profile_hash`, `finding_id`, `raw_score`, `normalized_score`, `severity`, `signal_values{}`, `signal_contributions{}`, optional `override_applied`, `override_reason`, `gates_triggered[]`, `scored_at`, `provenance` (job hash + fixture hashes).
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- Factor entries (from `signal_values`/`signal_contributions`): `name`, `source`, `type`, `path`, `raw_value`, `normalized_value`, `weight`, `contribution`, `provenance`.
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- UI/CLI expectations: deterministic ordering (factor type → source → timestamp), highlight top contributors, show attestation status for each factor.
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## UI/CLI Views
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- Console: frame sample in `docs/modules/risk-engine/samples/explain/console-frame.json` shows top contributors, gate badges, and provenance hashes.
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- CLI `stella risk explain job-001`: deterministic text fixture in `docs/modules/risk-engine/samples/explain/cli-explain.txt`; `--json` mirrors `explain-trace.json`.
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- Export Center: embed explain payload + SHA256 manifest; CSV export keeps deterministic ordering.
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## Determinism & Offline Posture
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- Example payload: `docs/modules/risk-engine/samples/explain/explain-trace.json` (hash in `SHA256SUMS`).
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- No live calls; all captures from frozen fixtures. Use exact ordering and timestamps when regenerating.
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## Open Items
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- Add schema file once JSON schema is frozen; update references accordingly.
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## References
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- `docs/modules/risk-engine/guides/overview.md`
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- `docs/modules/risk-engine/guides/profiles.md`
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- `docs/modules/risk-engine/guides/factors.md`
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- `docs/modules/risk-engine/guides/formulas.md`
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- `docs/modules/risk-engine/guides/api.md`
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