concept-extraction
Skill2 starsChanged 6 months agoApache-2.0View on GitHub
Strategy for mining concepts from sources — systematic extraction, page creation, alias resolution.
In this repository70 other files it gives its agents.
- alias-resolutionSkill
- argument-mappingSkill
- argument-synthesisSkill
- argument-visualizationSkill
- axis-extractionSkill
- axis-validationSkill
- causal-chain-querySkill
- causal-modelingSkill
- claim-decompositionSkill
- claim-extractionSkill
- claim-page-creationSkill
- combination-enumerationSkill
- combination-mappingSkill
- concept-decompositionSkill
- concept-page-creationSkill
- confidence-scoringSkill
- confidence-updateSkill
- consistency-checkingSkill
- contradiction-flaggingSkill
- counterfactual-reasoningSkill
- dimensional-analysisSkill
- dimension-discoverySkill
- dimension-page-creationSkill
- domain-scopingSkill
- edge-batch-creationSkill
- evidence-attachmentSkill
- evidence-collectionSkill
- evidence-linking-argSkill
- evidence-linkingSkill
- evidence-weighingSkill
- feedback-loop-detectionSkill
- gap-detectionSkill
- gap-prioritizationSkill
- hierarchy-constructionSkill
- hierarchy-visualizationSkill
- intervention-analysisSkill
- intervention-page-creationSkill
- knowledge-compilationSkill
- loop-documentationSkill
- matrix-exportSkill
- matrix-generationSkill
- mechanism-edge-creationSkill
- mechanism-mappingSkill
- merge-candidatesSkill
- model-gap-detectionSkill
- model-validationSkill
- novelty-scoringSkill
- ontology-buildingSkill
- ontology-exportSkill
- ontology-refinementSkill
- question-generationSkill
- rebuttal-documentationSkill
- relation-typingSkill
- seed-concept-searchSkill
- source-gatheringSkill
- strength-assessmentSkill
- strength-scoringSkill
- synthesis-reportSkill
- taxonomy-validationSkill
- validation-reportSkill
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The file
Files
Concept Extraction
Mine source pages for concepts. Create concept pages, resolve aliases, ensure every concept is properly named and connected.
Guiding Focus
Extract concepts systematically from sources. Prefer precision over recall — it's better to have 20 well-defined concepts than 50 vague ones. Resolve naming conflicts immediately.
Available Tactics
- concept-decomposition — break compound concepts into atomic parts
- consistency-checking — verify extracted concepts don't conflict
Budget Slice
| Metric | S | M | L |
| Sources processed | 8 | 20 | 40 |
| Concepts extracted | 12 | 30 | 60 |
| Aliases resolved | 3 | 10 | 20 |
State Ledger Template
| Metric | Target | Current | Status |
|---------------------|--------|---------|--------|
| Sources processed | X | 0 | ⬜ |
| Concepts extracted | X | 0 | ⬜ |
| Aliases resolved | X | 0 | ⬜ |<HARD-GATE>
Cannot exit until 80% of budget met. Print state ledger before each iteration decision.
</HARD-GATE>Does it work?
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