paper-illustration
Generate publication-quality AI illustrations for academic papers using Gemini image generation. Creates architecture diagrams, method illustrations with Codex-supervised iterative refinement loop. Use when user says "生成图表", "画架构图", "AI绘图", "paper illustration", "generate diagram", or needs visual figures for papers.
70%
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High
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Fix and improve this skill with Tessl
tessl review fix ./skills/skills-codex/paper-illustration/SKILL.mdW007: Insecure credential handling detected in skill instructions.
What this means
The skill handles credentials insecurely by requiring the agent to include secret values verbatim in its generated output. This exposes credentials in the agent’s context and conversation history, creating a risk of data exfiltration.
Why it was flagged
The prompt's provided scripts insert the GEMINI_API_KEY environment variable directly into curl requests (URL query parameter), which requires the agent to place the secret into generated command strings/requests and therefore risks exposing the API key verbatim.
W012: Unverifiable external dependency detected (runtime URL that controls agent).
What this means
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.
Why it was flagged
The skill performs runtime POSTs to Google Generative Language endpoints (e.g. https://generativelanguage.googleapis.com/v1beta/models/gemini-3-pro-preview:generateContent?key=$API_KEY and https://generativelanguage.googleapis.com/v1beta/models/gemini-3-pro-image-preview:generateContent?key=$API_KEY) and directly consumes their responses to drive prompts, layout/style specs, and rendering, so these external URLs control agent behavior.
- Audited
- Security analysis
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