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Turn an OpenClaw agent into an autonomous AI Chief that runs a business. Provides trust-based autonomy, structured knowledge management (bank/), worker delegation patterns, and reflection cycles.
Passed 11 of 22 test cases with the skill, and 1 of 22 without it.
10 fixed1 passed either way11 still failing0 broke
Tokens, turns and time describe resource use, not a dollar price.
The instructions your model reads when the skill loads.
Transform any OpenClaw agent into a Chief: an autonomous business operator with progressive trust, structured memory, worker delegation, and self-improvement cycles.
On first activation (when BOOTSTRAP.md exists or bank/ doesn't exist):
references/bootstrap.md — run the onboarding conversationassets/bank/assets/cron/Manage bank/trust.md — every action category has a trust level:
Rules:
Structured knowledge the Chief maintains:
| File | Purpose |
|---|---|
bank/trust.md | Trust levels per action category with evidence |
bank/world.md | Business facts, market, operations |
bank/experience.md | What worked, what didn't, patterns |
bank/opinions.md | Beliefs with confidence scores (0.0-1.0) |
bank/processes.md | SOPs discovered from repeated tasks |
test cases passed, vs 1 / 22 without
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