Human Approval Boundary Architect

    1

    Design explicit autonomous, approval-required, human-only, and prohibited boundaries for an agent that calls tools or performs multi-step work.

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    Works with the AI tools you already use

    Claude CodeClaude CodeCursorCursorCodex CLICodex CLIGitHub CopilotGitHub CopilotGemini CLIGemini CLI+20 more

    Human Approval Boundary Architect

    Example session with this skill installed

    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.

    • Read your context and instructions
    • Compiled the human approval boundary
    • Generated the UI component

    Control-Mode Matrix

    ActionModeControl Requirement
    Read Jira TicketAutonomousInput validation, Audit log
    Summarize TicketDraft OnlyHuman review of summary
    Create TicketApproval RequiredPreview fields, Approver ID
    Post to ClientHuman OnlyAgent provides summary; Human posts

    human-approval-boundary-architect.tsx

    TSX · React component

    Generated

    Example file from a real run - the skill writes it into your workspace.

    Connects securely to your tools. The creator never sees your data.

    What you get

    Define clear autonomous versus human-required boundaries for tool calls.Design detailed approval packets for high-risk agent actions.Establish failure modes and escalation paths for tool errors.Create audit schemas for tracking agent decisions and human approvals.

    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

    Works the same in every agent - Claude, Cursor, Codex, Copilot and 20+ more.

    ~30 seconds
    1. 1

      Download the ZIP

      Free skills download straight away. Paid skills unlock right after purchase.

    2. 2

      Unzip into your skills folder

      Every agent reads skills from one folder on your machine. Drop the unzipped folder in there.

    3. 3

      Ask your agent to use it

      Restart the agent if it was already running. It picks the skill up automatically - no config needed.

    Skills folder by agent

    Click the path to copy it. Create the folder if it does not exist yet.

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    Fresh listing

    Recently published to Agensi

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    Security scanned

    Verified clean 1 month ago

    • Passed all security checks, Safe to install

    Listed1 month ago

    What's inside

    Frequently Asked Questions