Cybersecurity
Human In The Loop Design
Design the human approval surface for an agent system — which actions gate, how approvals batch without becoming rubber stamps, and what the audit trail must hold. Use when asked to add human oversight to an agent, design approval workflows for AI actions, decide what an agent may do autonomously, or fix approval fatigue in an existing loop. Produces an action-tier policy, approval UX spec, escalation rules, and audit-trail requirements. For specifying the whole agent use agent-spec; for the per-skill execution gates see the Execution-block pattern in SKILLSPEC §5.
- Publisher / source
- mohitagw15856/pm-claude-skills (found on the CSV list)
- Upstream record
- mohitagw15856/pm-claude-skills
- Version
- Version 2
- Published
- Publication review
- Approved for publication · recorded passed scan 2026-11-02
- Content fingerprint
1f3cfe065cba176578af6da1efc2146d8297b700bcccf7dc8c839afa3cc673fa