auto-improve

Pass

Audited by Gen Agent Trust Hub on May 14, 2026

Risk Level: SAFECOMMAND_EXECUTIONPROMPT_INJECTIONEXTERNAL_DOWNLOADS
Full Analysis
  • [COMMAND_EXECUTION]: The skill uses shell commands to manage code changes and repository state.
  • Evidence includes the use of git for branching, committing, and pushing changes to the alvarovillalbaa/agent-suite repository.
  • Evidence includes the use of the GitHub CLI (gh) to programmatically create Pull Requests with summaries of improvements.
  • The eval loop and autoresearch sub-flows execute scripts and testing tools (e.g., pytest, npm run build, python scripts/run_experiment.py) to measure and optimize file metrics.
  • [COMMAND_EXECUTION]: The skill documentation describes and encourages the use of the !command syntax within SKILL.md files to inject dynamic shell output into the agent's context at load time.
  • [PROMPT_INJECTION]: The skill is susceptible to Indirect Prompt Injection (Category 8) due to its core function of autonomously mutating its own instructions and memory files based on external data.
  • Ingestion points: Data enters the system via 'discovery passes' of conversation history, user directions, and repository documentation files.
  • Boundary markers: The skill lacks explicit boundary markers or 'ignore' instructions when interpolating gathered evidence into the prompts used for generating file mutations.
  • Capability inventory: The skill possesses significant capabilities, including filesystem write access, shell command execution, and the ability to push code to remote repositories.
  • Sanitization: There is no evidence of sanitization or strict validation of the ingested evidence before it is used to propose and apply changes to the agent's logic or memory.
  • [EXTERNAL_DOWNLOADS]: The evaluation dashboard generated by the skill fetches external resources for visualization.
  • Evidence: The dashboard.html template loads the Chart.js library from a well-known CDN (jsdelivr).
Audit Metadata
Risk Level
SAFE
Analyzed
May 14, 2026, 03:11 PM
Security Audit — agent-trust-hub — auto-improve