learn
Runs the learning cycle on all LearningAgent sessions with pending transcripts. Identifies issues, investigates root causes, and incorporates learnings into agent definitions.
npx skills add majiayu000/claude-skill-registry --skill learn-unsupervisedcom-deepwork --agent claude-code
Same command for any agent — swap --agent for codex, cursor, copilot.
Weekly change comes from our own snapshots, not the repository page — it measures attention, not adoption.
# Learning Cycle Process unreviewed LearningAgent session transcripts to identify issues, investigate root causes, and incorporate learnings into agent definitions. ## Arguments This skill takes no arguments. It automatically discovers all pending sessions. ## Session Log Folders needing Processing !`learning_agents/scripts/list_pending_sessions.sh` ## Procedure If the list above is empty (or the `.deepwork/tmp/agent_sessions` directory does not exist), inform the user that there are no pending sessions to learn from and stop. ### Step 1: Process Each Session For each session log folder, run the learning cycle in sequence. #### 1a: Identify Issues Spawn a Task to run the identify skill: ``` Task tool call: name: "identify-issues" subagent_type: learning-agents:learning-agent-expert model: sonnet prompt: "Run: Skill learning-agents:identify <session_log_folder>" ``` **Run those in parallel** #### 1b: Investigate and Incorporate After identification completes, **skip** any session where the identify step reported zero issues. Only proceed with sessions that had issues identified. For remaining sessions, start a new Task to run investigation and incorporation in sequence for each sess
- Arguments
- Session Log Folders needing Processing
- Procedure
- Step 1: Process Each Session
- Step 2: Summary
- Guardrails
What does the learn skill do?
Runs the learning cycle on all LearningAgent sessions with pending transcripts. Identifies issues, investigates root causes, and incorporates learnings into agent definitions.
How do I install it?
Run `npx skills add majiayu000/claude-skill-registry --skill learn-unsupervisedcom-deepwork --agent claude-code` — it drops the skill into your project so the agent can pick it up. Swap the --agent value for codex, cursor or copilot if you use one of those.
Where does this skill come from?
From majiayu000/claude-skill-registry, a repository with 534 stars. We read it straight from the repository tree rather than a submitted listing, so what you see here is what is actually published.
Is a popular skill a good skill?
Not necessarily. Stars measure attention, not adoption — a repository can trend for a week and be abandoned. That is why we show the weekly change from our own snapshots next to the total, instead of a single flattering number.