AI agent prompts cleaned up today.

Send one custom GPT, Claude Project, Zapier/Make workflow, MCP tool-use policy, or AI agent instruction set. Get a rewritten prompt, five risk notes, five test cases, and a reusable launch checklist.

$20 One prompt or workflow. Delivery within 24 hours after intake.

What You Get

Rewritten Prompt

Cleaner role, inputs, boundaries, output contract, and missing-info behavior.

Risk Notes

Five practical issues that could make the agent brittle, vague, risky, or inconsistent.

Test Cases

Five prompts to check normal, ambiguous, missing-context, and adversarial behavior.

Launch Checklist

A reusable checklist for future agent or automation prompts.

Sample

Original:
You are a helpful customer support AI. Answer customer questions using our documentation. Be friendly and accurate. If needed, ask follow-up questions. Keep answers short.
Risk note:
The prompt says "be accurate" but does not define the source of truth.

Fix:
Limit answers to provided help-center context and require a follow-up question when context is incomplete.

Best Fit

Custom GPTs

Instruction sets that need clearer structure and safer behavior.

AI Automations

Zapier, Make, n8n, or MCP workflows that touch real apps and data.

Support Agents

Knowledge-base assistants that need source-of-truth and hallucination controls.

MCP Tool Use

Agent policies that need safer confirmation, allowlist, schema-change, and budget behavior. Run the smoke test or inspect tool metadata.

How To Buy

Send one prompt plus the intended job of the agent. Delivery starts after a $20 payment confirmation.

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Use this only for the $20 prompt audit service. Include the transaction link with the intake answers.

Nostr intake/contact

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After payment, reply or DM on Nostr with the transaction proof and prompt details.