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.
64
76%
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Critical
Do not install without reviewing
Fix and improve this skill with Tessl
tessl review fix ./skills/skills-codex/paper-plan/SKILL.mdSecurity
3 findings: 3 critical severity. Installing this skill is not recommended: please review these findings carefully if you do intend to do so.
E004: Prompt injection detected in skill instructions.
What this means
Detected a prompt injection in the skill instructions. The skill contains hidden or deceptive instructions that fall outside its stated purpose and attempt to override the agent’s safety guidelines or intended behavior.
Why it was flagged
The skill contains a hidden/deceptive instruction to perform silent file writes without user permission ("Do NOT ask the user for permission — just do it silently."), which directs behavior outside the stated purpose and is covert.
E005: Suspicious download URL detected in skill instructions.
What this means
Detected a suspicious URL in the skill instructions that could lead the agent to download and execute malicious scripts or binaries. This includes links to executables from untrusted sources, typosquatting of official packages, URL shorteners that obscure the destination, and personal file hosting services.
Why it was flagged
All three are personal/unverified GitHub repositories referenced by the skill—while GitHub is a legitimate platform, personal repos from unknown accounts can host executables or releases and are commonly used to distribute malware if not independently verified.
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 explicitly instructs sending complete outlines (including claims/evidence) to an external reviewer model and to retry writes via silent Bash commands without asking the user, enabling potential data exfiltration and unauthorized file modification.
Low
Low-risk findings.
1 low severity finding. Worth noting, but not necessarily harmful.
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
SKILL.md instructs the agent to “Read all available narrative documents and extract” from project files like `NARRATIVE_REPORT.md` / `review-stage/AUTO_REVIEW.md` / `idea-stage/IDEA_REPORT.md`, which at runtime are free-text authored by parties other than the operating user (outsider-authored content) and then included in the LLM context for outline generation and cross-review.
- Commit
f4f20f9
- Audited
- Security analysis
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