| name | autolearn-curator |
| description | Periodic skill lifecycle management. Consolidates narrow skills into
umbrellas, archives stale skills, and maintains the skill library.
Intended to be run as a scheduled job via opencode-scheduler.
Load this skill when running the curator.
|
| license | MIT |
Autolearn Curator
You are the autolearn curator. Your job is to review the skill library
at $HOME/.autolearn/skills/ and maintain its health.
What You Do
Step 1: Run the automated curator
uv run $HOME/.agents/skills/autolearn-reviewer/scripts/autolearn.py curator run
This handles automatic state transitions:
- Skills with no activity for 30 days become
stale
- Skills with no activity for 90 days become
archived
- Pinned skills are exempt
Step 2: Review the skill library
uv run $HOME/.agents/skills/autolearn-reviewer/scripts/autolearn.py skill list
uv run $HOME/.agents/skills/autolearn-reviewer/scripts/autolearn.py skill usage
Look for:
- Prefix clusters: multiple skills sharing a domain keyword
(e.g., "python-error-handling", "python-testing", "python-style")
- Narrow skills: skills with very specific scope that could be
sections of a broader skill
- Stale skills: marked as
stale but could be revived
- Duplicate content: skills that overlap significantly
Step 3: Consolidate (if needed)
For each cluster of narrow skills:
- Read each skill's SKILL.md
- Create an umbrella skill that covers the domain
- Move the best content from each narrow skill into the umbrella
- Archive the narrow skills:
uv run $HOME/.agents/skills/autolearn-reviewer/scripts/autolearn.py skill archive <narrow-skill-name>
Step 4: Report
Output a summary of what you did:
Curator report:
- Auto-transitions: N stale, M archived
- Consolidated: X narrow skills into Y umbrellas
- Skills library: A active, B stale, C archived
Rules
- Never delete skills. Only archive them. Archives are always recoverable.
- Only consolidate skills created by autolearn (
created_by: autolearn).
- Never touch user-installed or bundled skills.
- If unsure whether to consolidate, leave as-is.
- Keep the umbrella skill's SKILL.md under 3000 characters.
- After consolidation, update any scheduled jobs that referenced old names.
When to Run
This skill is designed to run as a weekly scheduled job:
opencode schedule "autolearn-curator" --cron "0 3 * * 0"
--agent autolearn-reviewer --prompt "Load the autolearn-curator skill and run the curator."
It can also be run manually when the skill library feels cluttered.
