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paper-plan

Generate a structured paper outline from review conclusions and experiment results. Use when user says "写大纲", "paper outline", "plan the paper", "论文规划", or wants to create a paper plan before writing.

65

Quality

80%

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SecuritybySnyk

Critical

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SKILL.md
Quality
Evals
Security

Security

1 critical severity finding. Installing this skill is not recommended: please review these findings carefully if you do intend to do so.

Critical

E006: Malicious code pattern detected in skill scripts.

What this means

Detected high-risk code patterns in the skill content — including its prompts, tool definitions, and resources — such as data exfiltration, backdoors, remote code execution, credential theft, system compromise, supply chain attacks, and obfuscation techniques.

Why it was flagged

The skill contains high-risk patterns: it executes an unverified local helper (possible RCE/supply-chain vector), instructs silent filesystem writes without user consent, and sends project content to an external reviewer model (potential data exfiltration).

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Low

Low-risk findings.

1 low severity finding. Worth noting, but not necessarily harmful.

Low

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

The required workflow reads outsider-authored free text from project files such as `NARRATIVE_REPORT.md` / `review-stage/AUTO_REVIEW.md` / `idea-stage/IDEA_REPORT.md` (and possibly `CLAIMS_FROM_RESULTS.md`) and then sends the resulting outline (containing extracted claims/evidence) into the LLM via the Codex MCP `gpt-5.6-sol` review step, creating an indirect prompt-injection path from those files’ contents.

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

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