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docs(spec): pipeline candidate-accuracy design#215

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yasirhamza merged 1 commit into
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docs/pipeline-accuracy-spec
Jun 10, 2026
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docs(spec): pipeline candidate-accuracy design#215
yasirhamza merged 1 commit into
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docs/pipeline-accuracy-spec

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Design spec for improving AI rule-update pipeline candidate accuracy (goal metric: % of candidates approved without modification).

  • Phase 1 — deterministic gates in the public sigma repo: severity-cap lint, lone-exploited-CVE lint, retired-ID registry, author auto-retry, independent Gate 5 reviewer in the e2e workflow
  • Phase 2 — feedback loop: public run ledger (pipeline-runs/), curated authoring-lessons.yml injected into author/validator prompts, per-run approval-rate metric

Approved section-by-section in brainstorming on 2026-06-10. Implementation follows as two PRs (sigma repo first, then AndroDR submodule bump + skill/workflow changes).

🤖 Generated with Claude Code

… feedback loop)

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
@yasirhamza yasirhamza merged commit dfc900b into main Jun 10, 2026
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@yasirhamza yasirhamza deleted the docs/pipeline-accuracy-spec branch June 10, 2026 18:53
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