hypothesis-generation
Formulate evidence-bounded scientific questions, candidate hypotheses, rival explanations, causal or associational claims, discriminating predictions, measurements, and preregistration-ready analysis plans. Use when turning observations or preliminary findings into transparent, testable research plans without treating hypotheses as facts.
- Version
- 2.2
- License
- MIT
- Compatibility
- Python 3.11+ standard library. Bundled CLIs are deterministic and local-only; they accept bounded JSON, CSV, or Markdown and require no network, credentials, models, image services, or external packages.
Pinned to revision df088027ff23, so it is the text this page describes rather than whatever the author pushed since.
Files
- skills/hypothesis-generation/SKILL.md
- skills/hypothesis-generation/assets/evidence_ledger_template.csv
- skills/hypothesis-generation/assets/falsification_controls_template.json
- skills/hypothesis-generation/assets/hypothesis_record_template.json
- skills/hypothesis-generation/assets/operationalization_template.json
- skills/hypothesis-generation/assets/prediction_rival_matrix_template.csv
- skills/hypothesis-generation/assets/preregistration_scaffold_template.md
- skills/hypothesis-generation/assets/search_boundary_template.json
- skills/hypothesis-generation/assets/source_ledger.csv
- skills/hypothesis-generation/references/causal_inference_and_claims.md
- skills/hypothesis-generation/references/concepts_and_workflow.md
- skills/hypothesis-generation/references/ethics_safety_and_ai.md
- skills/hypothesis-generation/references/experimental_design_patterns.md
- skills/hypothesis-generation/references/hypothesis_quality_criteria.md
- skills/hypothesis-generation/references/literature_search_strategies.md
- skills/hypothesis-generation/references/preregistration_and_open_science.md
- skills/hypothesis-generation/references/security_validation.md
- skills/hypothesis-generation/references/source_ledger.md
- skills/hypothesis-generation/references/tool_reference.md
- skills/hypothesis-generation/scripts/_common.py
- skills/hypothesis-generation/scripts/audit_evidence_ledger.py
- skills/hypothesis-generation/scripts/check_falsification_controls.py
- skills/hypothesis-generation/scripts/check_operationalization.py
- skills/hypothesis-generation/scripts/generate_preregistration_scaffold.py
- skills/hypothesis-generation/scripts/lint_causal_claims.py
- skills/hypothesis-generation/scripts/validate_hypothesis_schema.py
- skills/hypothesis-generation/scripts/validate_prediction_matrix.py
Every link opens the file at its source, pinned to the revision this page describes.