Practical guide · Orange Ink

How to set stop conditions for an AI agent

An agent needs explicit reasons to stop, not only instructions to keep trying.

  1. 01

    Define successful completion

    Name the evidence and state that prove the task is done.

  2. 02

    Cap effort

    Set tool-call, time, cost and retry limits.

  3. 03

    Define escalation

    Stop on missing authority, conflicting evidence or high-risk uncertainty.

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AI Agents Starter Kit

Use the free checklist to pressure-test the idea, then build it with the paid Useful AI Agents Starter Kit.

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Free: AI Agents Pre-Flight Checklist

An 8-page go/no-go checklist for deciding whether a task needs an agent, setting tool permissions, and defining human review before you build.

More context

AI Agents Kit on buildusefulagents.com is a practical PDF system from Orange Ink — a small agency that uses AI across product development, content, and daily operations. We publish operator-grade packs for builders who want useful agents instead of demos: clear workflows, copy-paste prompts, and a rhythm you can keep.

These pages answer real setup and how-to searches in plain GB English, then offer a free starter PDF and the deeper AI Agents Kit when you want full coverage. Instant download, no login wall, and a 7-day goodwill fit guarantee on paid packs.

How to Set AI Agent Stop Conditions