aris-research-pipeline
Full research pipeline: Workflow 1 (idea discovery) → implementation → Workflow 2 (auto review loop). Goes from a broad research direction all the way to a submission-ready paper. 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.
64
78%
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Low
Low-risk findings worth noting
Fix and improve this skill with Tessl
tessl review fix ./skills/aris-research-pipeline/SKILL.mdW011: 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
The workflow orchestrates an automated research pipeline including literature survey via arXiv API and web search/fetch tools, which ingest outsider-authored content during idea discovery and literature review.
- Repository
- OpenLAIR/dr-claw
- Commit
d51b64e
- Audited
- Security analysis
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