Use when: you want a structured audit -> options -> recommended plan to improve an OpenClaw workspace (cost, model routing, context discipline, delegation, r...
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Emerging
Developers
Per week
Open source
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Use this skill to tune an OpenClaw workspace for cost-aware routing, parallel-first delegation, and lean context.
This skill is advisory first. It should produce:
No persistent mutations without explicit approval.
Audit my OpenClaw setup for cost, reliability, and context bloat. Output a prioritized plan with rollback notes. Do NOT apply changes.
My OpenClaw context is bloating (slow replies / high cost / lots of transcript noise). Identify the top offenders (tools, crons, bootstrap files, skills) and propose the smallest reversible fixes first. Do NOT apply changes.
Propose a model routing plan for (a) coding/engineering, (b) short notifications/reminders, (c) reasoning-heavy research/writing. Include an exact config patch + rollback plan, but do NOT apply changes.
cost context reliability operator friction
exact change, expected impact, rollback plan, post-change verification.
Make maintenance loops truly silent on success.
If you want alerts but want interactive context lean:
Keep always-injected files short and load-bearing only. Move long runbooks into references/ or adjacent notes.
A common hidden tax is too many always-visible specialist skills. If a workflow is low-frequency or specialist:
Prefer fresh-session /context json or equivalent receipts over “feels better”. High-signal fields include:
After any approved optimization, verify:
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