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ccf-idea-optimizer
Develop and optimize rough CCF research ideas into problems, insights, mechanisms, and evidence plans. Use for 优化idea, 具象化idea, 找方向, 方向探索, and rescue routes when development is the requested deliverable. Judging whether an idea is worthwhile, novel, or coherent belongs to ccf-idea-reviewer even without scores; manuscript edits belong to ccf-paper-writer.
Why this score
This repo hosts 10 skills, so its 3,145 stars are split between them (about 315 each) for scoring.
Popularity score: 72/100 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 21, 2026 at commit b8c9716016dd, 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 oneccf-idea-optimizer mikubaka88/CCFA-Skills · Skill | 72 | ★ 3.1k | ≈94 always | 16d ago |
| build-optimizer CharlesWiltgen/Axiom · Subagent Both about optimizer | 63 | ★ 1.2k | ≈28 in chat | 17d ago |
| context-optimizer athola/claude-night-market · Subagent Both about optimizer | 58 | ★ 342 | ≈22 in chat | 19d ago |
| resume-optimizer wyh0626/resume-optimizer · Skill Both about optimizer | 70 | ★ 525 | ≈61 always | 3mo ago |
| score-optimizer xiaomoBoy/claude-writing-skills · Skill Same job: writing & editing | 47 | ★ 34 | ≈86 always | 5mo ago |
| meta-tags-optimizer ViryaZheng/recomby-geo · Skill Both about optimizer and optimize | 55 | ★ 459 | ≈23 always | 4mo ago |