The Task — What
Define the outcome, audience, deliverables, references, requirements, and constraints.
Free AI tool • Agent team prompt builder
Build with a swarm.
Verify through a gauntlet.
Turn any idea into a master prompt that assigns specialist roles, challenges the work, revises weak spots, and verifies the result before calling it finished.
Your goal
↓Orchestrator
↓Specialist swarm
↓Integrator
↓Reviewer gauntlet
PASS → OutputREVISE ↺
Specialist rolesIndependent reviewersBounded revision loopsHuman approval stays in control
This tool creates instructions for an AI system. It does not run agents or submit your information to an AI service.
The framework
A strong agent-team prompt answers three questions.
The Team — How
Choose the orchestrator, specialists, integrator, reviewers, and revision method.
The Bar — When It Is Done
Define the benchmark, pass/fail criteria, verification method, and stop conditions.
Have a real workflow in mind?If you want help automating something with AI, book a meeting with Ken.
Build your master prompt
Give the team a job—and a finish line.
Start with the essentials. The recommended settings already prevent endless loops and unsupported claims.
How it works
Swarm builds. Gauntlet verifies.
- 01
Plan
The orchestrator clarifies the outcome and divides the work.
- 02
Fan Out
Specialist roles handle separate workstreams.
- 03
Integrate
An integrator combines the strongest work into one result.
- 04
Challenge
Independent reviewers score the result against quality gates.
- 05
Repair
Failed criteria return to the responsible role with specific instructions.
- 06
Verify
A final verifier reports evidence, limitations, and unresolved risks.
Ready to turn the loop into a system?If you want help automating something with AI, book a meeting with Ken.
Put it to work
One framework. Serious range.
Build a website or applicationResearch a business decisionCreate a marketing campaignWrite an article, book, or scriptDevelop an image or video conceptReview a plan, contract, process, or proposal
Frequently asked questions
Know what the loop can—and cannot—do.
What is a swarm loop?
Separate specialists tackle distinct workstreams, ideally in parallel, before an integrator combines their work.
What is a gauntlet loop?
Independent reviewers challenge work against explicit criteria and route failed items back for targeted revision.
What is the hybrid method?
A swarm builds the result and a gauntlet verifies it. It is the recommended default for substantial work.
Does this page create real agents?
No. It creates platform-neutral instructions. Paste the prompt into the AI system you choose.
What if my AI tool cannot create sub-agents?
The prompt tells it to use clearly separated role-based passes and to be honest that the work was not parallel.
Why are revision cycles limited?
A hard limit prevents endless “make it better” loops and forces an honest report of unresolved problems.
What makes a useful quality criterion?
It names something observable and explains how to verify it—such as a test result, source, word count, breakpoint, or approval.
Is my prompt sent to a server?
No. Version one runs entirely in your browser. Your browser stores drafts locally; URL fragments hold shared state.
Can I save or share the prompt?
Yes. Save templates locally, download Markdown or text, print, copy, or create a URL-fragment share link.
From prompt to operating system
Need the prompt turned into a working AI employee or business workflow?
Ken helps businesses move from AI experiments to practical systems with clear ownership, human approval, and useful output.
If you want help automating something with AI, book a meeting with Ken.