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Classify every document honestly instead of gatekeeping the domain #18

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cheapnud merged 2 commits from d/honest-classification into master 2026-08-18 01:03:13 +00:00
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cheapnud commented 2026-08-18 00:59:43 +00:00
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The prompts treated Belgian personal administration as an admission filter, so out-of-domain documents got empty zero-confidence suggestions. The domain is now a prior: every document gets a truthful title, tags and type, confidence means filing certainty, and identity documents date from their issue date rather than a birth date.

The prompts treated Belgian personal administration as an admission filter, so out-of-domain documents got empty zero-confidence suggestions. The domain is now a prior: every document gets a truthful title, tags and type, confidence means filing certainty, and identity documents date from their issue date rather than a birth date.
Classify every document honestly instead of gatekeeping the domain
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forgejo-actions commented 2026-08-18 00:59:54 +00:00
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🤖 Claude AI Code Review

  1. Summary: Prompt-only changes that reframe document classification from a domain gatekeeper to an honest "file everything" approach, plus a TODO update.

  2. Code Quality ⭐⭐⭐⭐⭐
    Clear, well-reasoned prompt refinements that address a real behavioral problem without touching logic.

  3. Issues
    None — these are text/prompt edits with no code, security, or resource concerns.

  4. Verdict: APPROVE

📊 Tokens: 3165 input + 164 output | 💰 Cost: ~$0.0199
Generated by Claude Opus 4.8 via Gitea Actions

## 🤖 Claude AI Code Review 1. **Summary**: Prompt-only changes that reframe document classification from a domain gatekeeper to an honest "file everything" approach, plus a TODO update. 2. **Code Quality** ⭐⭐⭐⭐⭐ Clear, well-reasoned prompt refinements that address a real behavioral problem without touching logic. 3. **Issues** None — these are text/prompt edits with no code, security, or resource concerns. 4. **Verdict**: **APPROVE** --- 📊 **Tokens**: 3165 input + 164 output | 💰 **Cost**: ~$0.0199 *Generated by Claude Opus 4.8 via Gitea Actions*
Keep the tag coinage phrase on one line
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f6b6acefbe
cheapnud merged commit 5bace53f59 into master 2026-08-18 01:03:13 +00:00
cheapnud deleted branch d/honest-classification 2026-08-18 01:03:13 +00:00
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