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Home/Skill Store/Productivity/self-improving-agent
Skill avatar

self-improving-agent

Productivity

Gives your agent the ability to learn from every interaction and automatically evolve its own skill guidance based on successes, errors, and user feedback.

When to use

  • When you want the agent to remember patterns from your specific project

  • When a skill provides incorrect guidance and needs to be self-corrected

  • When you want to continuously improve the accuracy and quality of agent tasks

How to use

  1. 1

    Use any skill as you normally would during your development session

  2. 2

    Observe the agent automatically extracting insights after a task completes

  3. 3

    Review the evolution markers added to skill files based on your feedback

  4. 4

    Trigger a manual self-improvement cycle to analyze today's lessons learned

Example conversation

case
You

You

Self-improve based on the debugging session we just finished.

self-improving-agent

Agent

I've analyzed our session and extracted a new pattern for state management in React. I've updated the relevant debugger and refactoring skills with these evolution markers to ensure we avoid the same state stale-ness issue in the future.

FAQ

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