feat: add meta-evolution for self-improving capabilities#1
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memecoinersol82-cell wants to merge 1 commit intohumanplane:mainfrom
Open
feat: add meta-evolution for self-improving capabilities#1memecoinersol82-cell wants to merge 1 commit intohumanplane:mainfrom
memecoinersol82-cell wants to merge 1 commit intohumanplane:mainfrom
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Add the ability for the homunculus to improve its own existing code
based on usage data and effectiveness feedback.
New skills:
- usage-tracking: Log capability usage and capture feedback
- self-reflection: Analyze effectiveness when low
- self-improvement: Rewrite capability files based on reflection
New commands:
- /homunculus:improve: Explicitly trigger improvement of a capability
- /homunculus:metrics: View performance dashboard for all capabilities
Modified:
- init.md: Add capabilities: {} to state structure
- evolution/SKILL.md: Initialize tracking + add deprecation support
- status.md: Include capability health summary
The meta-evolution loop:
Evolve → Use → Track → Reflect → Improve → Track again
Contributor
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this is for v1, feel free to redo this for v2! |
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Summary
/homunculus:improveand/homunculus:metricscommandsThe Meta-Evolution Loop
Each capability now gets:
Test plan
/homunculus:init, verify state.json hascapabilities: {}/homunculus:evolve, create a test command, verify tracking initialized/homunculus:statusshows effectiveness/homunculus:improve, verify capability file rewritten and version bumped/homunculus:metrics, verify dashboard shows all data