Improvement Orchestrator

• Analyzed: Apr 6, 2026, 5:41 PM
• Findings: 1
• Version: 1.1.1
• Hash: 08971282df185067b0db3d8b4597212441de99de542b345d5bfae20b6e114edc
• Source: palm
• External report: View on VirusTotal

Findings (1)

The 'improvement-orchestrator' skill bundle is a coordination tool designed to manage a multi-stage AI skill improvement pipeline (Propose, Discriminate, Evaluate, Execute, and Gate). The primary logic in 'scripts/orchestrate.py' uses subprocess calls to execute local Python scripts corresponding to each stage, managing state transitions and implementing a retry loop for failed improvements. The bundle includes extensive documentation and unit tests ('tests/test_orchestrate.py') that demonstrate a well-structured and transparent design. Security-wise, the 'references/guardrails.md' file explicitly defines safety boundaries, limiting automated changes to low-risk documentation files and requiring human intervention for higher-risk modifications. No evidence of malicious intent, data exfiltration, or unauthorized execution was found.