Improve a weak LLM prompt for better results

ai agent frameworkKINDA1 method

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1 method on the page: 1 prompt.

Use cases

Methods

Paste into a general LLM and rewrite a weak prompt into a clearer, higher-signal prompt

prompt

LLMPrompt

Prompt

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Improve my prompt so an LLM will do the job better.

Return:
1) Diagnosed problems in my original prompt
2) Improved prompt (copy-paste ready)
3) Optional variables I should fill
4) A quick eval checklist (how I’ll know the output is good)

MY PROMPT:
<<<paste>>>
TASK GOAL:
<<<what success looks like>>>

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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": "improve-weak-prompt",
  "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"
}