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hypothesis-formulation
aiming-lab/AutoResearchClawSkill
Structured scientific hypothesis generation from observations. Use when formulating testable hypotheses, competing explanations, or experimental predictions.
Why this score
This repo hosts 10 skills, so its 14,715 stars are split between them (about 1,472 each) for scoring.
Popularity score: 77/100 from public GitHub signals only. It shows how widely used and maintained this is, not how well it works. Not included yet: the fake-star check. The security scan is shown separately and doesn't change the score. How we rank
Security
Scanned Oct 20, 2026 at commit be4ba4755bf1, with Cisco's open-source skill-scanner.
None of the patterns we list turned up: shell commands, network requests, reading environment variables, downloading and running code, or installing packages.
A scan lists patterns in the code. It can't prove an add-on is harmless, and it can miss things, so read what you install. How we scan
Alternatives
Other makers' add-ons that do the same job, next to this one.
| Name | Score | Stars | Context | Updated |
|---|---|---|---|---|
| This onehypothesis-formulation aiming-lab/AutoResearchClaw · Skill | 77 | ★ 15k | ≈45 always | 3mo ago |
| hypothesis-agent zi-yue-1129/DATAGEN · Subagent Both about hypothesis and formulating | 72 | ★ 1.8k | ≈19 in chat | 21d ago |
| hypothesis-generation K-Dense-AI/claude-scientific-writer · Skill Both about hypothesis and generation | 73 | ★ 2.5k | ≈91 always | 27d ago |
| hypothesis-gen gaasher/Agent-Loop-Skills · Skill Both about hypothesis and testable | 51 | ★ 175 | ≈29 always | 4mo ago |
| define-hypothesis product-on-purpose/pm-skills · Skill Both about hypothesis and testable | 63 | ★ 744 | ≈81 always | 18d ago |
| cuopt-numerical-optimization-formulation NVIDIA/cuopt · Skill Both about formulation | 71 | ★ 1.1k | ≈46 always | 16d ago |