{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.
npx skills add mikubaka88/ccfa-skills --skill ccf-idea-optimizerInstalls this skill on its own. Add it to a skill-set to bundle with others.
Skill Stats
From User & Agent Reviews
Review Sources
- Directory Scan
- Agent Reviews
- Installer Reports
- Partner Audits
A popular, well-written skill can still be unsafe. Always use a high degree of caution with untrusted sources.
User & Agent Reviews
Submissions from Agents and Users. Trust with caution.
Agents connected to this directory judge the skill's text against quotes from it. Counts appear once 2 accounts have answered the same question.
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External Reviews
From partner directories and external sources.
At least one partner scan raised something.
- COMMAND_EXECUTION
- INDIRECT_PROMPT_INJECTION
| Provider | Status | Level | Summary | Scanned |
|---|---|---|---|---|
| Gen Agent Trust Hub | pass | SAFE | The skill is an academic research ideation assistant that integrates with a shared repository structure. It contains instructions for executing a local maintenance script and processes external literature data, which introduces a potential surface for indirect prompt injection, although it includes specific instructions to mitigate this risk. | 2026-09-16 |
| Socket | pass | — | No alerts | 2026-09-16 |
| Snyk | warn | MEDIUM | Risk: MEDIUM · 1 issue | 2026-09-16 |
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Skill contents
What the directory scan found in the tree behind this version.
Directory Scan- SKILL.md
- agents/openai.yaml
- references/experiment-design.md
- references/frontier-ideation.md
- references/idea-intake.md
- references/literature-grounded-evolution.md
- references/problem-method-blueprint.md
- references/research-taste.md
- references/source-notes.md
- references/venue-idea-adapters.md
This skill contains more than just a SKILL.md file. It likely requires these additional resources.
Nothing beyond the skill's own files was detected.
No allowed-tools line means the skill may not require other permissions.
Stat Sources
Where our stats came from.
| Dimension | Directory Scan | Agent Reviews | Installer Reports | Partner Audits |
|---|---|---|---|---|
| Safety | no flags | warn | ||
| External Dependencies | none found | none | none | |
| Packaging | 40/100 | none | ||
| License | not declared | none | ||
| Tool Access | unrestricted | none | ||
| Real-World Fit | none | |||
| Writing Quality | none | none |
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