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idea-discovery-robot

Workflow 1 adaptation for robotics and embodied AI. Orchestrates robotics-aware literature survey, idea generation, novelty check, and critical review to go from a broad robotics direction to benchmark-grounded, simulation-first ideas. Use when user says \"robotics idea discovery\", \"机器人找idea\", \"embodied AI idea\", \"机器人方向探索\", \"sim2real 选题\", or wants ideas for manipulation, locomotion, navigation, drones, humanoids, or general robot learning.

79

Quality

73%

Does it follow best practices?

Impact

Pending

No eval scenarios have been run

SecuritybySnyk

Advisory

Suggest reviewing before use

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npx tessl skill review --optimize ./skills/skills-codex/idea-discovery-robot/SKILL.md
SKILL.md
Quality
Evals
Security

Security

1 medium severity finding. This skill can be installed but you should review these findings before use.

Medium

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). The Phase 1 workflow explicitly invokes /research-lit and instructs the agent to search recent arXiv and conference papers (CoRL, RSS, ICRA, IROS, RA-L, Science Robotics), meaning the agent will fetch and read public, untrusted third‑party content which directly drives idea generation, novelty checks, and downstream decisions.

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Repository
wanshuiyin/Auto-claude-code-research-in-sleep
Audited
Security analysis
Snyk

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