idea-discovery
Workflow 1: Full idea discovery pipeline. Orchestrates research-lit → idea-creator → novelty-check → research-review to go from a broad research direction to validated, pilot-tested ideas. Use when user says \"找idea全流程\", \"idea discovery pipeline\", \"从零开始找方向\", or wants the complete idea exploration workflow.
94
92%
Does it follow best practices?
Impact
Pending
No eval scenarios have been run
Advisory
Suggest reviewing before use
Security
1 medium severity finding. This skill can be installed but you should review these findings before use.
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
Third-party content exposure detected (high risk: 0.90). This skill explicitly fetches and ingests public research content (e.g., "Search arXiv, Google Scholar, Semantic Scholar" in Phase 1 and "Multi-source literature search" in Phase 3, plus optional ARXIV_DOWNLOAD true to download PDFs), so the agent reads untrusted third-party material that can influence decisions and subsequent tool-driven actions.
- Commit
700fbe2
- Audited
- Security analysis
Is this your skill?
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