Delegated Work Readiness Reviewer

Delegating complex tasks to AI agents or software tools often fails because of vague permissions, missing data, or hidden assumptions. This skill prevents failed runs and security risks by auditing your delegation plan before you execute. It transforms scattered task descriptions into a structured readiness decision pack, ensuring every step is permissioned, observable, and safely gated.

What it does

• Delegation mapping breaks down multi-step tasks into tool-specific actions with defined dependencies.
• Tool-scope auditing verifies if tools have the required read, write, or admin capabilities for each step.
• Human-gate identification flags consequential, financial, or irreversible actions that require manual approval.
• Evidence planning defines exactly what data proves a task is finished beyond just a "success" signal.
• Failure modeling creates recovery paths and exception rules for tool outages or permission denials.

How it works

1. Analyze input data regarding your objective, available tools, data sources, and deadlines.
2. Decompose the workflow into a matrix of tool capabilities, action classes, and approval boundaries.
3. Run the readiness rubric to score the plan across categories like observability and human control.
4. Generate the Decision Pack which includes the final verdict, implementation checklist, and recovery paths.

Frameworks & tools

This skill is platform-agnostic and works with any stack utilizing AI agents, workflow automation tools like Make or n8n, and custom API integrations.

Why this beats prompting it yourself

Generic prompts often ignore the "silent killers" of automation, such as idempotency risks and unverifiable completion claims. This skill enforces a strict safety rubric that prevents AI from inventing access or bypassing human oversight.

Use cases

• Auditing a new AI agent before giving it write access to a production database.
• Planning a multi-tool automated marketing campaign with specific budget gates.
• Reviewing a technical migration plan to ensure rollback paths are evidenced.

Known limitations

Does not perform the actual execution or grant technical permissions. Requires the buyer to provide specific details on tool access states and data freshness.