Extract repeating patterns from session logs and lesson files into draft skill files.
npx skills add https://github.com/avelikiy/great_cto --skill crystallize-avelikiy
Please help me install this Agent Skill. Skill: crystallize Source: https://github.com/avelikiy/great_cto/tree/main/skills/crystallize Command: npx skills add https://github.com/avelikiy/great_cto --skill crystallize-avelikiy
This Skill automates the process of identifying and converting session and lesson information into actionable skill files, helping to streamline knowledge organization and retrieval.
Run /crystallize after ≥10 sessions or when the CTO commands, "crystallize," "extract knowledge," or asks, "what have we learned?"
High-intent search queries and answers about installing and using this skill.
Automating knowledge extraction from session logs is done by distilling repeating patterns and lessons into draft skill files. This process organizes AI development experience into reusable assets for retrieval and integration.
The best way to distill lessons learned into draft skill files is using automated session analysis. Extracting repeating patterns from session logs and lessons produces draft files for domain-specific skills ready for review.
Session analysis triggers automatically after every 10 sessions or via manual command. You can initiate knowledge extraction by running the command or asking what has been learned during development.
Automated learning distillation is intended for use within AI product development environments. It streamlines knowledge organization by converting session and lesson information into actionable skill files.
You need to crystallize session logs into draft skill files when you have accumulated 10 or more sessions. This process extracts repeating patterns, helping streamline knowledge organization and retrieval for domain-specific skills.
Automated knowledge organization outputs draft skill files that require human review and integration. The process extracts repeating patterns from session logs and lessons but does not finalize the skill files automatically.
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