ccf-idea-reviewer
Assess research ideas for value, novelty, insight, and mechanism. Use for 思路审核, 靠谱吗, 值得做吗, 创新够不够, idea review, scoring, and ranking; no numeric-score request is needed. Default to concept-only review without experiment assessment, including ideas extracted from manuscripts.
Install / Use
npx skills add mikubaka88/CCFA-Skills --skill ccf-idea-reviewerInstalls into whichever agent you are using.
SKILL.md
Installable skill definition
Quality Score
Category
Content & MediaSupported Platforms
Our assessment of ccf-idea-reviewer
ccf-idea-reviewer scores 86/100 on our quality scale, 424th of 735 Content & Media skills we index.
We have not analysed the SKILL.md file itself yet, so the content part of this score is an estimate until our crawler reaches it.
With 2,825 GitHub stars, it is one of the more widely adopted skills in the catalogue.
Maintenance, license and trust
- The repository was last updated 12 days ago, so ccf-idea-reviewer is actively maintained.
- It is released under the MIT license, a permissive license that allows use, modification and commercial use with attribution.
- Its trust signals score 100/100, with no cautions. These come from repository metadata, not a code audit — read the skill file before letting an agent act on it.
ccf-idea-reviewer compared with similar skills
All 4 of these similar skills score higher than ccf-idea-reviewer; compare them before choosing.
| Skill | Score | Stars | Updated | Format |
|---|---|---|---|---|
| ccf-idea-reviewer (this skill)by mikubaka88 | 86 | 2.8k | 12d ago | SKILL.md |
| siyuanby siyuan-note | 100 | 46.5k | today | MCP Server |
| algorithmic-artby anthropics | 100 | 177.9k | 6d ago | SKILL.md |
| pptxby anthropics | 100 | 177.9k | 6d ago | SKILL.md |
| designby nextlevelbuilder | 100 | 130.2k | 7d ago | SKILL.md |
Frequently asked questions
- How do I install ccf-idea-reviewer?
- Run
npx skills add mikubaka88/CCFA-Skills --skill ccf-idea-reviewer. The install tabs above show the steps for each supported agent. - Which AI agents does ccf-idea-reviewer work with?
- It is written for Universal, as a SKILL.md file. Other agents that read the same format can often use it too.
- Is ccf-idea-reviewer safe to use?
- It is MIT-licensed and scores 100/100 on trust signals. Skills are instructions an agent will follow, so read the file before installing it and do not approve commands you do not understand.
- Is ccf-idea-reviewer still maintained?
- The repository was last updated 12 days ago, so ccf-idea-reviewer is actively maintained.
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Trust signals
From repository metadata: license, adoption, age and documentation. Not a code audit — see the Safety scan above for what the skill file itself contains.