Meta-Skill Creator
Safeguarded DAG that synthesizes a new bundled meta-skill from observed skill co-occurrence patterns + user description of the desired workflow. It now separates preview-only, persisted-proposal, and fully gated modes so lightweight requests do not pay for persistence or smoke testing. The workflow separates generic skill creation from meta-skill composition, checks trigger collisions, classifies operational risk, and previews the proposal before optional persistence.
Output is a SKILL.md candidate written to ~/.openclaw/proposals/<id>/.
By default it is not auto-loaded; run openclaw skills meta-runs proposals accept <session-id> --proposal <id>
to enable. If the operator has enabled the auto-propose auto_enable setting,
this manual path also runs the same conservative static safety preflight used by
cron/dream auto-propose and may promote a low-risk gated proposal immediately.
Fallback
If creator's pipeline fails at any step, report the failure verbatim to the user:
- State which step failed (e.g. "harvest", "lint")
- Quote the error message from the orchestrator's structured log
- Stop. Do NOT improvise.
Do NOT:
- Claim a proposal was written unless you have verified it by reading
~/.openclaw/proposals/<id>/SKILL.mdwith theread_filetool - Invent file paths, proposal IDs, or skill names that you have not seen in the orchestrator's actual output
- "Manually run" the individual skills as a recovery — that bypasses the validation gates the user explicitly opted into
If the user wants to retry, suggest they re-issue the request after the underlying error is resolved (often a sandbox or provider issue), not a manual workaround.