research-pipeline
Full research pipeline: Workflow 1 (idea discovery) → Workflow 1.5 (experiment bridge) → Workflow 2 (auto review loop) → Workflow 3 (paper writing, optional). Goes from a broad research direction all the way to a polished PDF. Use when user says "全流程", "full pipeline", "从找idea到投稿", "end-to-end research", or wants the complete autonomous research lifecycle.
71
88%
Does it follow best practices?
Impact
—
No eval scenarios have been run
Advisory
Suggest reviewing before use
Security
2 findings — 2 medium severity. 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: 0.80). The skill's /research-lit step (see Constants: ARXIV_DOWNLOAD and Stage 1) explicitly fetches metadata and can download arXiv PDFs from the open web, which the agent ingests and uses to drive idea selection and downstream actions, exposing it to untrusted third‑party content that could influence behavior.
W021: Hidden or invisible Unicode characters detected (potential obfuscation or prompt injection)
Why it was flagged
Hidden Unicode characters detected (1 type(s) found)
- Commit
a425a71
- Audited
- Security analysis
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