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Helps AI learn from sessions and persist rules automatically.
Copy the install command and let the AI configure it · recommended for beginners
No copy-paste install info for "andy" yet — see the docs or source repo.
Analyze recent session history, identify repeated preferences, constraints, and working rules, and turn them into an actionable rule list.
A reusable set of rule suggestions for future sessions.
Based on session history, determine which new skills can be distilled and provide skill definitions suitable for configuration files.
Skill definitions or drafts ready to be added to config.
Automatically write confirmed rules and skills into configuration files, and report what was updated.
Config persistence completed with a concise update summary.
Semantically search a local skill library and load only relevant skills on demand.
Create, refine, and troubleshoot AI skills, specs, invocation, and compatibility.
Design, integrate, and optimize AI agent skills for production applications.
Create, refine, validate, and restructure AgentSkills and SKILL.md files.
Give AI coding agents persistent memory across sessions for people, decisions, and context.
Run multi-agent debates and produce consensus recommendations with ranked options.