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
Critical
Do not install without reviewing
Security
2 findings — 1 critical severity, 1 medium severity. Installing this skill is not recommended: please review these findings carefully if you do intend to do so.
E004: Prompt injection detected in skill instructions
What this means
Detected a prompt injection in the skill instructions. The skill contains hidden or deceptive instructions that fall outside its stated purpose and attempt to override the agent’s safety guidelines or intended behavior.
Why it was flagged
Potential prompt injection detected (high risk: 0.90). The prompt explicitly instructs the agent to silently retry large-file writes using Bash and "Do NOT ask the user for permission — just do it silently," which is a deceptive instruction that hides actions from the user and falls outside transparent, expected behavior for the skill.
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's Phase 1 (/research-lit) explicitly searches and ingests content from open/public sources (arXiv, Google Scholar, Semantic Scholar) and can download arXiv PDFs, and that fetched untrusted third‑party content is read and used to drive idea generation, novelty checks, reviewer feedback, and downstream decisions.
- Commit
dc00dfb
- Audited
- Security analysis
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