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git.stella-ops.org/docs2/risk/explainability.md
master bc4318ef97 Add tests for SBOM generation determinism across multiple formats
- Created `StellaOps.TestKit.Tests` project for unit tests related to determinism.
- Implemented `DeterminismManifestTests` to validate deterministic output for canonical bytes and strings, file read/write operations, and error handling for invalid schema versions.
- Added `SbomDeterminismTests` to ensure identical inputs produce consistent SBOMs across SPDX 3.0.1 and CycloneDX 1.6/1.7 formats, including parallel execution tests.
- Updated project references in `StellaOps.Integration.Determinism` to include the new determinism testing library.
2025-12-23 18:56:12 +02:00

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# Risk explainability
Purpose
- Provide per-factor contributions with provenance and gating rationale.
Explainability envelope
- job_id, tenant_id, context_id
- profile_id, profile_version, profile_hash
- finding_id, raw_score, normalized_score, severity
- signal_values and signal_contributions
- override_applied, override_reason, gates_triggered
- scored_at and provenance hashes
UI and CLI expectations
- Deterministic ordering by factor type, source, then timestamp.
- Highlight top contributors and gates.
- Export Center bundles include explain payload and manifest hashes.
Determinism and offline
- Fixtures under docs/risk/samples/explain/ with SHA256SUMS.
- No live calls in examples or captures.
Related references
- risk/overview.md
- risk/factors.md
- risk/formulas.md
- risk/profiles.md
- risk/api.md