/evolve-lite-provenance
Analyze saved trajectories and recall audit events offline to record whether recalled guidelines influenced completed sessions.
$ npx -y skills add AgentToolkit/altk-evolve --agent claude-codeHow it fires
How this command gets triggered: by you, by Claude, or both.
- Fires itselfClaude auto-loads it when your prompt matches the work.
- You can call itInvoke it directly when you want it.
- Slash command
/evolve-lite-provenance
Context preview
What this command does when you run it.
Analyze saved trajectories and recall audit events offline to record whether recalled guidelines influenced completed sessions.
Command definition
evolve-lite-provenance.mddescription: Analyze saved trajectories and recall audit events offline to record whether recalled guidelines influenced completed sessions.
Use the `evolve-lite-provenance` skill on the current conversation. Follow the skill's instructions exactly.
Blog posts: IBM announcement | Hugging Face blog 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
Other commands on altk-evolve.
- /evolve-lite-adapt-memory
Mirror a just-saved native memory into the shared evolve store so it becomes shareable and auditable
Open command - /evolve-lite-publish
Publish a private guideline to a configured write-scope repo.
Open command - /evolve-lite-retention
Apply data-retention rules to the local evolve store — flag or delete stale and unused memories and expired sessions (dry-run by default)
Open command - /evolve-lite-save-trajectory
Save the current conversation as a trajectory JSON file in OpenAI chat completion format for analysis and fine-tuning
Open command - /evolve-lite-save
Captures the current session's successful workflow and saves it as a reusable skill with SKILL.md and helper scripts
Open command - /evolve-lite-subscribe
Add a shared guidelines repo (read-scope subscription or write-scope publish target) to the unified repos list.
Open command