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filter-verify

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Verify paper-filter results by checking pass/reject judgment correctness, validating task_info field accuracy, and detecting internal inconsistencies. Outputs actionable corrections to filter_result.json.

naturegym/.claude/skills/filter-verify/SKILL.md

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# Filter-Verify Skill

Verify filter_result.json produced by paper-filter. Three core responsibilities:
1. Check whether the pass/reject judgment is correct
2. Validate that task_info fields are accurate and complete
3. Produce an actionable corrections list to drive filter_result.json updates

## Input Requirements

Paper directory must contain:
- `preprocessed/text.md`: Full paper text
- `preprocessed/links.json`: Extracted links
- `preprocessed/figures/`: Extracted figures and tables
- `filter_result.json`: paper-filter output