agent-wiki-compare-out…
Compare successful and failed normalized agent trajectories to derive evidence-backed agent-wiki guidelines. Use when Codex has multiple runs for the same or…
Mirror a just-saved native memory into the shared evolve store so it becomes shareable and auditable
$ npx -y skills add AgentToolkit/altk-evolve --skill evolve-lite-adapt-memory --agent claude-codeHow it fires
How this skill gets triggered: by you, by Claude, or both.
/evolve-lite-adapt-memoryContext preview
The summary Claude sees to decide when to auto-load this skill.
Mirror a just-saved native memory into the shared evolve store so it becomes shareable and auditable
name: evolve-lite:adapt-memory description: Mirror a just-saved native memory into the shared evolve store so it becomes shareable and auditable
This skill mirrors a just-saved native memory into the shared evolve store. It is specific to hosts with native self-directed memory and is a no-op on this platform — there is no native memory store to mirror from. Use the `evolve-lite:learn` skill to capture reusable lessons here.
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
Compare successful and failed normalized agent trajectories to derive evidence-backed agent-wiki guidelines. Use when Codex has multiple runs for the same or…
Read all atomic guidelines in wiki-twobatch/guidelines/ and propose themed clusters that group near-duplicates. Writes cluster pages and updates _config.yaml;…
Consult an agent-wiki for guidelines relevant to the task at hand. The wiki itself documents how to retrieve from it (AGENTS.md). Use this skill once you know…
Read a normalized Claude Code trajectory JSON and extract reusable guidelines into wiki-twobatch/guidelines/. Use when mining saved trajectories for reusable…
Ingest one or more agent trajectories (raw bob/claude traces or normalized JSON) into an agent-wiki end-to-end — convert, summarize, extract guidelines,…
Read a normalized Claude Code trajectory JSON and write an episodic summary page to wiki-twobatch/summaries/. Use when summarizing one or more saved…