Files
breakpilot-compliance/ai-compliance-sdk/internal/iace
Benjamin Admin 0ce4794767 feat(ai-sdk): pluggable LLM judgment over recall-safe dedup candidates (P2 slice 2)
Adds the semantic judgement layer on top of the slice-1 detector + GT wall.
DEV-TIME, propose-only — nothing mutates the library or runtime.

- CandidateJudge interface with two implementations: HeuristicJudge
  (deterministic default/fallback, used in tests) and LLMJudge (offline, over the
  shared llm.ProviderRegistry via the LLMCompleter adapter). LLMJudge degrades to
  "uncertain" on any transport/parse error — it can never break a run.
- BuildJudgePrompt: the ISO 12100 same-vs-distinct prompt, unit-tested
  deterministically even though the call is not.
- RenderProposalQueue: markdown human-review queue with a suggested action per
  candidate (supersede / keep both / needs review).

On real warewashing output the heuristic punts to "uncertain — needs the LLM
judge" for exactly the two recall-safe near-dupes (HP807/HP033 update,
HP101/HP096 winding-vs-friction), making the LLM's role explicit. All 3 GTs
unaffected (read-only). Live qwen wiring + a CLI/file queue are slice 3.

Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
2026-06-26 10:27:01 +02:00
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