Evolve Skills

Learn from conversations, skill use and relevant external ideas to improve future use. A concrete conversation episode can reveal an opportunity for a skill that was never used, or a distinct responsibility worth proposing as a new skill. Start with each target's purpose: opportunities include successful methods worth retaining, missed outcomes, unnecessary effort, and better ways to organize the work. Judge an opportunity by its contribution to that purpose, not by whether the agent obeyed every instruction or whether the skill could acquire more features.

This is an explicitly invoked, standalone skill. It works well alongside a separately selected grilling method for deeper discussion of hypotheses and trade-offs. When separately active, let those skills own their discussion process; they are optional, not dependencies to activate or install. Use the user's requested presentation for decisions and carry forward choices already made.

For a requested rollback of a recorded evolution, start from that iteration and follow history and recovery. Its existing evidence supports the reversal; a new improvement proposal is unnecessary.

English output

simple-english is optional. If it is installed and readable, use it when writing or revising English prose. Reuse instructions already loaded. If it is unavailable, write clear English and complete the task normally. Its absence does not require installation, an exception, or draft-only delivery.

Preserve meaning, uncertainty, requirement strength, domain terms, and requested formats when style rules conflict. Keep the requested language. Preserve code, identifiers, commands, original quotations, and historical evidence.