outlines
Guarantee valid JSON/XML/code structure during generation, use Pydantic models for type-safe outputs, support local models (Transformers, vLLM), and maximize inference speed with Outlines - dottxt.ai's structured generation library
56
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High
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tessl review fix ./backend/cli/skills/llm-tools/outlines/SKILL.mdSecurity
1 high severity finding. You should review these findings carefully before considering using this skill.
W007: 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 SKILL.md example shows embedding an API key directly in code (api_key="your-api-key"), which encourages placing secret values verbatim in generated outputs or source, creating an exfiltration risk.
- Repository
- synthetic-sciences/openscience
- Commit
52845c3
- Audited
- Security analysis
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