Mutate skill definitions and measure fitness across agent generations.
npx skills add https://github.com/plurigrid/asi --skill skill-evolution
Please help me install this Agent Skill. Skill: skill-evolution Source: https://github.com/plurigrid/asi/tree/main/skills/skill-evolution Command: npx skills add https://github.com/plurigrid/asi --skill skill-evolution
Patterns for evolutionarily robust skills that adapt across agent generations (Darwin-Godel).
Run an evolution routine on a population of skills and observe survivors.
High-intent search queries and answers about installing and using this skill.
Skill evolution develops adaptive skill definitions through mutation, validation, and fitness scoring across agent activations. The process mutates skill bodies, validates quality through compatibility checks, and measures fitness by tracking activation rates and token efficiency to produce evolutionarily robust skills suited for cross-platform deployment.
Mutation operators include description refinement, body compression, triadic rebalancing, and cross-pollination. These operators systematically vary skill definitions while maintaining functional integrity, executed under CI validation pipelines to ensure quality and compatibility across platform boundaries.
Yes. Skill evolution enables cross-platform reuse by recombining skill patterns and tracking compatibility across contexts. It measures activation rates, token efficiency, and fitness signals to validate that mutated skills function reliably when deployed across different agent platforms and updated environments.
Fitness signals measure skill performance through validation checks and compatibility scoring across activations. Selection filters skills based on these metrics—activation rates, token efficiency, and platform compatibility—to identify survivors that adapt successfully across agent generations.
During platform updates, evolved skills are re-evaluated against new compatibility and fitness requirements. Mutation operators and CI validation pipelines ensure that skill definitions adapt or are filtered out based on activation success, maintaining ecosystem robustness across platform versions.
Snowflake-LabsA concise summary of your roleplay character: name,</name> personality, and/or behavior, formatted as a single string sentence. Typically不超过50字，此处省略
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