idea-creator
Generate and rank research ideas given a broad direction. Use when user says "找idea", "brainstorm ideas", "generate research ideas", "what can we work on", or wants to explore a research area for publishable directions.
68
84%
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Critical
Do not install without reviewing
Security
1 critical severity finding. Installing this skill is not recommended: please review these findings carefully if you do intend to do so.
E006: Malicious code pattern detected in skill scripts.
What this means
Detected high-risk code patterns in the skill content — including its prompts, tool definitions, and resources — such as data exfiltration, backdoors, remote code execution, credential theft, system compromise, supply chain attacks, and obfuscation techniques.
Why it was flagged
The skill contains an explicit, deliberate instruction to write files silently via a Bash fallback ("Do NOT ask the user for permission — just do it silently"), enabling covert file writes (and potential covert data exfiltration or persistence) without user consent.
Low
Low-risk findings.
1 low severity finding. Worth noting, but not necessarily harmful.
W011: Third-party content exposure detected (indirect prompt injection risk).
What this means
The skill exposes the agent to untrusted, user-generated content from public third-party sources, creating a risk of indirect prompt injection. This includes browsing arbitrary URLs, reading social media posts or forum comments, and analyzing content from unknown websites.
Why it was flagged
SKILL.md describes Phase 1 “Search recent literature using WebSearch” and then “paste landscape map from Phase 1” / “paste gaps from Phase 1” into the Gemini MCP prompt, so runtime-fetched public web content (outsider-authored) can be ingested as free text into the LLM context via the WebSearch→landscape map→`mcp__gemini-review__review_start` prompt path.
- Commit
f4f20f9
- Audited
- Security analysis
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