Individual skill
paper-filter
Filter CNS papers for suitability in extracting machine learning tasks. Uses a three-level cascade funnel (Task Nature → Evaluation System → Data Completeness) with progressive filtering; stops immediately upon rejection. Input is preprocessed paper data; output is the filtering decision result.
naturegym/.agents/skills/paper-filter/SKILL.md
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- Last checked
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- Oct 20, 2026
- License
- MIT
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SKILL.mdcore · 5,930 bytesSKILL.mdcore · 5,930 bytesSKILL.mdcore · 5,930 bytesSKILL.mdcore · 5,930 bytesreferences/core_definitions.mddoc · 7,055 bytesreferences/estimate_size_usage.mddoc · 4,618 bytesreferences/level1_rules.mddoc · 7,567 bytesreferences/level2_rules.mddoc · 6,304 bytesreferences/level3_rules.mddoc · 19,010 bytesreferences/output_schema.mddoc · 12,330 bytesreferences/validate_links_usage.mddoc · 4,211 bytesscripts/estimate_size.pyruns · 20,864 bytesscripts/validate_links.pyruns · 22,259 bytes
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# Paper Filter Skill
Filter CNS papers for machine learning task extraction suitability.
## Input Requirements
Before invoking this skill, provide:
1. **Paper Folder Path**: Directory containing original paper files and preprocessed data
2. **Output Directory**: Directory to store filtering results
Paper folder structure:
- `{paper_id}.pdf`: Original paper PDF file
- `{paper_id}.html`: HTML version of the paper
- `preprocessed/`: Preprocessed data subdirectory, containing: