Operator Agent Skills

Agent-Native Tools

Source-grounded pack with Agent Tool Fit Check, Tool Context Contract, and Agent UX Review, plus 1 more.

Get this pack

Grounded in the complete Agent-Native Tools series.

Open the pack, choose a workflow, and follow its setup and input instructions. You can also open each workflow below.

10 source essays · 4 usable skills · reviewed Jul 2026

Use this pack when

Choose this pack when the work touches Agent-Native Tools and you need a bounded workflow with explicit inputs, a defined output, and human review gates.

Choose the job in front of you.

4 source-grounded skills. Load one workflow at a time.

Agent Tool Fit Check

Use this workflow when deciding whether a software product exposes a real delegated-work surface for agents or merely wraps a human UI and low-level API calls.

Output specification

Return an agent_tool_fit_report containing:

Tool Context Contract

Use this workflow when specifying an agent-facing work contract that makes business objects, actions, state, context projections, errors, and side effects explicit.

Output specification

Return a tool_context_contract containing:

Agent UX Review

Use this workflow when reviewing whether a delegated workflow can preview, pause, resume, recover, reverse, and escalate safely across real interruptions and failures.

Output specification

Return an agent_ux_review containing:

Tool Evaluation Plan

Use this workflow when designing evidence that an agent-facing product surface completes delegated work cheaply, recoverably, and safely rather than merely succeeding in a demo.

Output specification

Return a delegated_work_evaluation_plan containing:

Keep consequential decisions explicit.

These workflows structure analysis and artifacts; they do not authorize autonomous external, personnel, financial, legal, security, or other high-impact action.

Choose your reading rhythm.

Start with a weekly briefing, add daily notes, or hear only when a durable essay or research update is ready.

You've successfully subscribed to Antoine Buteau
You've successfully subscribed to Antoine Buteau
Welcome back! You've successfully signed in.