Audit whether your agents trust tool results blindly
KINDA — AI can help, with a person in the loop.
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Paste into a general LLM and audit whether your agents trust tool results blindly.
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TOOL RESPONSE RELIABILITY AUDIT Review the agents and workflows you can inspect that use external tools, APIs, connected apps or browser data. 1 - Identify which workflows make important decisions using returned information. 2 - Find where a successful tool response is treated as proof the information is correct. 3 - Check whether critical prices, quantities, dates and other values are independently verified. 4 - Identify actions that could cause damage if the returned information were wrong. 5 - Recommend verification rules and stop conditions for the highest-risk workflows. For each finding, show the agent, tool, potential failure, existing safeguard and recommended fix. Separate verified findings from risks you couldn't inspect. Rank the five most important fixes. Don't change any workflows without my approval.
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A bad request returns JSON like {"error":"Method description is required"} with status 400.
| Field | What it is |
|---|---|
jobId | This use case. Review queue uses useCaseTitle + email instead. |
summary | Method description. Shown on the card. Also accepts title. |
products | Optional. Array of { name, url }. Legacy: tools. |
prompts | Optional. Array of prompt strings. Legacy: one prompt string. |
skills | Optional. Array of { text, url }. Legacy: skill + skillUrl. |
authorName | Author name. Legacy live field: postedBy. |
author | Optional 𝕏 handle. Legacy live field: creditHandle. |
parts | Optional. Inferred from products, prompts, and skills if omitted.standalone-product, ai-agent, ai-tool, skill, prompt. Do not send a prompt/product/agent/skill radio. |
{
"jobId": "audit-whether-agents-trust-tool-results",
"summary": "Turns a Zoom recording into notes and action items with owners",
"products": [
{
"name": "Claude",
"url": "https://claude.ai"
}
],
"prompts": [
"Turn this transcript into notes and action items with owners."
],
"skills": [
{
"text": "Watch a folder. When a transcript lands, write notes with owners.",
"url": "https://example.com/zoom-notes.md"
}
],
"authorName": "Alex Rivera",
"author": "@handle"
}