PR for #1011: Feature: Automated "Skill Discovery" Pipeline #1030

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Closes #1011

Objective

Develop a background process that analyzes successful agent actions and automatically extracts them into reusable "Skill" templates.

Scope

  • Monitor the agent's activity log for high-confidence successful outcomes.
  • Use a local LLM to "deconstruct" the successful action sequence into a generalized template.
  • Store new skills in the directory with appropriate metadata.
  • Notify the user via the dashboard when a new skill has been discovered and crystallized.
Closes #1011 ## Objective Develop a background process that analyzes successful agent actions and automatically extracts them into reusable "Skill" templates. ## Scope - Monitor the agent's activity log for high-confidence successful outcomes. - Use a local LLM to "deconstruct" the successful action sequence into a generalized template. - Store new skills in the directory with appropriate metadata. - Notify the user via the dashboard when a new skill has been discovered and crystallized.
Timmy closed this pull request 2026-03-23 15:03:17 +00:00
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Reference: Rockachopa/Timmy-time-dashboard#1030