192 reusable prompts

Prompts designed as practical work orders.

The library covers sixteen application categories. Each prompt makes the outcome, inputs, constraints, and checks more visible.

Application categories

A library for real work and everyday decisions.

01Business and strategy 02Marketing and SEO 03Sales and customer support 04Research and evidence 05Writing and editing 06Coding and Codex 07Automation and workflows 08Education and learning 09Productivity and planning 10Career development 11Data analysis 12Image generation 13Social media 14Websites and digital products 15Personal life 16AI systems such as KAI

Sample prompts

Six examples from the operator approach.

Replace the square brackets with your own material. Treat every result as work to inspect.

Route the job

Classify this task for Chat, ChatGPT Work, Codex, or a specialised AI system: [TASK]. Recommend one, explain why, and name the evidence and verification the task needs.

Build a reliable brief

Turn this request into a BRIEF work order with background, result, inputs, execution constraints, and final checks: [REQUEST]. Mark every missing input instead of inventing it.

Inspect a result

Review this output against the stated goal, evidence, constraints, and acceptance tests. Separate confirmed facts, assumptions, weaknesses, and the next correction.

Use Codex safely

Inspect the project before editing. Reproduce the issue, identify the smallest safe change, implement it, run relevant tests, and report the files changed and remaining uncertainty.

Design a KAI-style system

Design a specialised assistant for [AUDIENCE] with one bounded job, approved source truth, prohibited claims, privacy rules, human handoff, evaluation questions, and a maintenance owner.

Preserve what works

Turn the approved result and corrections into a reusable template, checklist, instruction file, or test. Include an owner and the event that should trigger review.

More than templates

The checks matter as much as the request.

The complete library is supported by examples, evaluation questions, case studies, exercises, and the Operator Loop.

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