self-improve

Pass

Audited by Gen Agent Trust Hub on Sep 29, 2026

Risk Level: SAFEINDIRECT_PROMPT_INJECTIONCOMMAND_EXECUTION
Full Analysis
  • [INDIRECT_PROMPT_INJECTION]: The skill processes 'improvement suggestions' fetched from a Supabase database to modify the agent's core configuration and behavior. This pipeline could be exploited if malicious instructions are introduced into the learned patterns via previous interactions with untrusted data.
  • Ingestion points: Data retrieved via SQL from the v_improvement_suggestions view in SKILL.md.
  • Boundary markers: The skill requires user approval for changes and performs impact assessments, but does not use explicit delimiters or 'ignore instructions' markers when presenting suggested improvements to the agent for processing.
  • Capability inventory: File writing to ccpm-config.yaml and agents/router.md, and SQL execution (SELECT, UPDATE) in SKILL.md.
  • Sanitization: The skill performs syntax validation of generated rules and conflict detection before application.
  • [COMMAND_EXECUTION]: The skill instructions define specific shell-like triggers (/learn:apply, /learn:rollback) and SQL operations to manipulate configuration files and database records as part of its operational lifecycle.
Audit Metadata
Risk Level
SAFE
Analyzed
Sep 29, 2026, 10:06 AM