evolve-lite-adapt-memo…
Mirror a just-saved native memory into the shared evolve store so it becomes shareable and auditable
Convert a saved trajectory into a reusable agent skill (SKILL.md + supporting scripts) that future agents can invoke to skip rediscovered work. Use when a session captured a non-trivial workflow worth promoting from a free-text guideline to an executable skill.
> /plugin marketplace add AgentToolkit/altk-evolve > /plugin install evolve-lite@evolve-marketplace
How it fires
How this command gets triggered: by you, by Claude, or both.
/evolve-lite-synthesize-skillContext preview
What this command does when you run it.
Convert a saved trajectory into a reusable agent skill (SKILL.md + supporting scripts) that future agents can invoke to skip rediscovered work. Use when a session captured a non-trivial workflow worth promoting from a free-text guideline to an executable skill.
description: Convert a saved trajectory into a reusable agent skill (SKILL.md + supporting scripts) that future agents can invoke to skip rediscovered work. Use when a session captured a non-trivial workflow worth promoting from a free-text guideline to an executable skill.
Use the `evolve-lite-synthesize-skill` skill on the current conversation. Follow the skill's instructions exactly.
Coding agents repeat the same mistakes because they start fresh every session. Evolve gives agents memory — they learn from what worked and what didn't, so each session is better than the last.
Repo: AgentToolkit/altk-evolve
Mirror a just-saved native memory into the shared evolve store so it becomes shareable and auditable
Analyze saved trajectories and recall audit events offline to record whether recalled guidelines influenced completed sessions.
Publish a private guideline to a configured write-scope repo.
Apply data-retention rules to the local evolve store — flag or delete stale and unused memories and expired sessions (dry-run by default)
Save the current conversation as a trajectory JSON file in OpenAI chat completion format for analysis and fine-tuning
Captures the current session's successful workflow and saves it as a reusable skill with SKILL.md and helper scripts