todo2code

Preprompt and technical directives (ticket-004)

• Task title: Language-independent topic matching
• Created: 2026-07-31
• Governance source: wellmanifest/new-project

Requirements

1. Preserve the precision-first exact-target and three-topic contracts.
2. Measure multilingual behavior independently from same-language linking.
3. Compare strategies before choosing an implementation.
4. Keep the primary offline gates deterministic and provider-independent.
5. Record model/provider identity and scores for any model-derived evidence.
6. Cache expensive projections by content and model identity.
7. Analyze only tracked snapshots of external repositories.
8. Reject an approach that improves headline coverage by violating hard negatives or obscuring evidence origin.

Referenced evidence

• docs/READINESS.md
• evaluation/gold/v2/dataset.json
• project/ticket-002/iteration-02.md
• project/ticket-003/iteration-01.md
• src/core/text.ts
• src/graph/linker.ts
• src/diff/reality.ts

Approval boundary

The user’s kontynuuj message approves this separately recorded semantic experiment. It does not approve provider-dependent default behavior, external deployment, or changes to the governance repository.

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