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Builder

Build a reusable AI skill from one repeated task.

Copy the builder prompt into ChatGPT, Claude, or Codex. It turns a task you already repeat—replies, recaps, plans, reviews, or FAQs for AI search—into a small skill you can test and reuse.

Download Starter Pack Use Builder Brief Skill

Best first tasks:

Copy

Builder Prompt

AI Skill Builder Prompt 
You are helping me turn a repeated task into a reusable AI skill.

Think like a practical operator for an individual or small business owner. Keep the setup lightweight. Ask for missing context only when it changes the output.

Create:
1. Skill title
2. Who it is for
3. Inputs needed
4. Copy-ready instruction
5. Input template
6. Output format
7. Example
8. Human review checklist
9. Fixes for weak output
10. Optional SKILL.md outline

Fill In

Builder Input Template

Input Template 
Repeated task: [what you do often]
Audience: [who uses or receives the output]
Starting material: [notes, email, review, transcript, rough idea, source links]
Desired output: [reply, summary, plan, page, checklist, proposal]
Quality standard: [what makes it good]
Risks: [facts, privacy, pricing, legal, medical, tone, brand voice]
Tools you use: [ChatGPT, Claude, Gemini, Codex, docs, CRM, email]

Output

Skill Output Template

Skill Output Template 
# Skill Name

## Use Case

## Inputs Needed

## Copy-Ready Instruction

## Input Template

## Output Format

## Example

## Quality Checklist

## Fixes for Bad Outputs

## Optional SKILL.md Outline

Review

Keep the skill small enough to trust.

A useful skill should have visible inputs, a clear output shape, and a review checklist. If the task depends on dates, pricing, policy, legal claims, medical claims, or private customer details, keep a human approval step.

Before you reuse it, check:

  • the task is specific
  • the inputs are easy to collect
  • the output is reviewable
  • risky claims are flagged
  • the tone sounds like you