Human Approval Boundary Architect
by 香意國際
Design explicit autonomous, approval-required, human-only, and prohibited boundaries for an agent that calls tools or performs multi-step work.
$14.99
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Works with the AI tools you already use
See it in action
You say
I'm building a Slack agent that can read Jira tickets, summarize them, and occasionally create new tickets or post updates to client-facing channels based on ticket status.
Your agent does
Control-Mode Matrix
| Action | Mode | Control Requirement | |---|---|---| | Read Jira Ticket | Autonomous | Input validation, Audit log | | Summarize Ticket | Draft Only | Human review of summary | | Create Ticket | Approval Required | Preview fields, Approver ID | | Post to Client | Human Only | Agent provides summary; Human posts |
What you get
About this skill
What it does
Turn a proposed agent workflow into an action inventory, control-mode matrix, approval packets, tool contracts, stop conditions, escalation rules, handoff design, and audit fields. The workflow makes every action understandable as a verb-object pair and distinguishes safe drafting from consequential external action.
Best for
Product managers, MCP and agent builders, operations owners, and teams designing an AI workflow before they connect it to tools, customers, records, or production systems.
What makes it different
This is not an MCP server scaffold. It creates the human-in-the-loop contract that should exist before implementation: what the agent may do alone, what must be previewed and approved, what a human must own, and what must never be exposed as an agent capability.
Known limitations
It does not build an MCP server, modify permissions, access accounts, create authentication flows, issue policy decisions, or make legal, financial, medical, employment, or regulatory determinations. Product owners must approve the final action boundaries.
How to install
Drop the file into your AI Agent. Works with Claude, Cursor, ChatGPT, and 20+ more.
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Creator
香意國際
12 skills on Agensi
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