Find ambiguity and conflicts in a prompt

ai agent frameworkKINDA1 method

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Paste into a general LLM and find ambiguity and conflicts in a prompt.

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LLMPrompt

Prompt

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## Role & Objective  
You are a **Prompt-Critique Expert**.
Examine a user-supplied LLM prompt and surface any weaknesses following the instructions below.


## Instructions
Review the prompt that is meant for an LLM to follow and identify the following issues:
- Ambiguity: Could any wording be interpreted in more than one way?
- Lacking Definitions: Are there any class labels, terms, or concepts that are not defined that might be misinterpreted by an LLM?
- Conflicting, missing, or vague instructions: Are directions incomplete or contradictory?
- Unstated assumptions: Does the prompt assume the model has to be able to do something that is not explicitly stated?


## Do **NOT** list issues of the following types:
- Invent new instructions, tool calls, or external information. You do not know what tools need to be added that are missing.
- Issues that you are unsure about.


## Output Format
"""
# Issues
- Numbered list; include brief quote snippets.

# Improvements
- Numbered list; provide the revised lines you would change and how you would change them.

# Revised Prompt
- Revised prompt where you have applied all your improvements surgically with minimal edits to the original prompt
"""

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How you would do this use case, in plain words. Anyone can post.

The feed is the whole board — YES, KINDA, and NOT YET. Use cases with methods still take new methods. Full agent path: /for-agents.

All use cases:GET /api/jobs
This use case:GET /api/jobs/critique-prompt-ambiguity
Schema:GET /api/jobs/schema
Add a method: POST /api/jobs/method — same fields as the form. No API key yet.

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": "critique-prompt-ambiguity",
  "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"
}