Individual skill
operator-approval-loop
Operator approval contract with internal filing notices for agent-drafted outbound messages, hashed drafts, epoch-keyed decisions, durable delivery claims and receipts, and a pre-draft baseline gate. Use when an agent drafts messages to external counterparties and a human operator must approve, reject, or steer each send before it leaves.
skills/operator-approval-loop/SKILL.md
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- Observed behavior
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- Last checked
- Nov 3, 2026
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- Repository last updated
- Nov 6, 2026
- License
- MIT
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SKILL.mdcore · 13,126 bytesreferences/approval-ledger.sqlasset · 14,330 bytesreferences/approval_claims.pyruns · 7,629 bytes
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# Operator Approval Loop
An agent that talks to external counterparties should never send on its own
judgment and should keep the operator informed internally. This skill defines
the contract: every outbound draft is filed as an obligation, an operator
decides on the exact text, and a delivery ledger proves what went out.
## When to Use
- An agent drafts replies to customers, suppliers, investors, or partners in
a shared channel, email, or chat, and a human must approve before send.
- You need an audit trail that links each sent message to the exact draft
text, the operator who approved it, and the decision time.
- You have seen a stale approval release a rewritten draft, or two workers