continuous-learning-agent - Continuous learning and self-improvement for AI agents.
Enables AI agents to learn from experience and feedback by separating journaled memory from policy changes that alter future behavior.
Tags
Updated: 2026-09-24Capabilities
Typical Inputs
Typical Outputs
What this skill does
- Record error logs and policy deltas
- Collect reusable success patterns
- Integrate feedback into project policies
- Document decision journals
- Synthesize weekly policy changes
- Execute pre and post task hooks
- Query past learnings and patterns
Inputs
- Execution feedback and error logs
- Project instruction files
- Task context information
Outputs
- Journal entries
- Policy delta files
- Weekly synthesis reports
- Decision records
Requirements
- Bash shell environment
- File system write permission
- Standard CLI tools