Individual skill
idea-evaluator
Evaluates a preliminary research idea against a five-dimension framework (Higher, Faster, Stronger, Cheaper, Broader) plus idea-lifecycle and student-capability matching, paradigm-shift probing, and a fatal-flaws audit. Returns a reviewer-style verdict; non-STEM ideas route to substitute frameworks. Use when the user has a draft research idea and asks whether it is worth pursuing, asks to 'evaluate this idea', 'score this idea', 'assess feasibility', 'novelty check', 'is this a good research direction', or before committing to a paper scope.
skills/idea-evaluator/SKILL.md
Source commit 4bd3fef393e5ffc891c74309a5ef6c5ad3ad12c8
What was checked
- Matches the observed repository HEAD
- Yes
- Scanner rules are current
- No
- Repository scan complete
- No
- Skill scan complete
- Yes
- Observed behavior
- Not checked yet
- Last checked
- Nov 8, 2026
These are observations at the recorded commit, not a guarantee of safety. Review the source before running it.
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Repository context
- Repository stars (not skill ratings)
- 12,039
- Repository last updated
- Nov 5, 2026
- License
- NOASSERTION
Observed agent integration: No specific integration evidence. Standard SKILL.md installation does not imply verified compatibility.
- ai-research Repository topic
- ai-researcher Repository topic
- awesome Repository topic
- awesome-list Repository topic
- phd-research Repository topic
- research-skills Repository topic
- skills Repository topic
- vibe-research Repository topic
- research Derived category
- security Derived category
Files and excerpt
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Browse files
SKILL.mdcore · 13,597 bytesreferences/domain-evaluation-frameworks.mddoc · 8,951 bytesreferences/fatal-flaws.mddoc · 8,659 bytesreferences/five-dimensions.mddoc · 12,621 bytesreferences/lifecycle-capability-matching.mddoc · 7,731 bytesreferences/paradigm-elephant.mddoc · 4,715 bytesreferences/paradigm-examples.mddoc · 4,976 bytesreferences/paradigm-first-principles.mddoc · 4,694 bytesreferences/paradigm-hamming.mddoc · 4,834 bytesreferences/paradigm-shift-probe.mddoc · 6,290 bytesreferences/paradigm-technology-cycle.mddoc · 4,820 bytesreferences/worked-examples.mddoc · 8,411 bytes
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