hypothesis-generation
hypothesis-generation is an Academic writing & papers skill for AI agents, published by K-Dense-AI in the claude-scientific-skills repository on GitHub. Skillspace rates hypothesis-generation C (72/100) and it passed the safety scan; a judge model has also reviewed it.
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.
- Grade
- C
- Quality
- 72 / 100
- Safety
- Passed
- GitHub stars
- 44,723
Placed #5 of 6 in the judged category final for Academic writing & papers.
Our two independent classifiers differ on this skill's category, so treat the placement as provisional.
This rating describes the version of the repository we crawled; it may have changed since, so go by its current files.
Our review
- Architecture
- 96 / 100
- Maturity
- Basic: a single SKILL.md
- Security scan
- No issues found
- License
- Not declared. Check the repository before reusing it.
Judge review
Placed #5 of 6 in the judged category final for Academic writing & papers.
- Trigger
85 85 - Instructions
85 85 - Specificity
78 78 - Safety
96 96 - Disclosure
58 58 - Maintenance
70 70
Outstanding epistemic and ethical guardrails, including explicit IRB/dual-use/fabrication boundaries and a careful observation-versus-hypothesis-versus-evidence taxonomy, delivered as one long undivided file rather than a lean core with references.
Not checked yet
- Category is a classifier prediction; no model has read this skill yet
- No blind task eval yet
- Scope (portable / vendor / repo-internal) not assessed; only the top of each category is read for scope
- Sibling files (scripts, references) not fetched; security scan covers SKILL.md only
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