Workflow 1.5: Bridge between idea discovery and auto review. Reads EXPERIMENT_PLAN.md, implements experiment code, deploys to GPU, collects initial results. Use when user says "实现实验", "implement experiments", "bridge", "从计划到跑实验", "deploy the plan", or has an experiment plan ready to execute.
88
85%
Does it follow best practices?
Impact
Pending
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.
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.
Third-party content exposure detected (high risk: 0.80). The skill explicitly supports cloning a public BASE_REPO (e.g., "git clone <BASE_REPO> base_repo/") and then scanning and reusing code from that cloned repository (Phase 2), which means it fetches and interprets arbitrary third-party GitHub content that could contain untrusted, user-generated instructions influencing implementation and deployment actions.
The skill fetches instructions or code from an external URL at runtime, and the fetched content directly controls the agent’s prompts or executes code. This dynamic dependency allows the external source to modify the agent’s behavior without any changes to the skill itself.
Potentially malicious external URL detected (high risk: 0.90). The skill explicitly runs git clone at runtime for a user-provided BASE_REPO (example: https://github.com/org/project), which means it can fetch remote repository code and then run experiments from that code, i.e., execute remote code—so this is a runtime external dependency that can control execution.
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