JMJinMing Lab
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Quy trình ra mắt

GKiểm traPPromptCCodeBBugAAPIUCông cụRLộ trình

Công cụ AI cho lập trình viên

Tối ưu Prompt AI

Biến yêu cầu thô thành Prompt có cấu trúc cho code, research hoặc product

NhanhDễ sao chépKhông cần đăng nhập

Kiểu nhập

Ví dụ tạo homepage cho site công cụ AI
Vai trò ngữ cảnh nhiệm vụ format giới hạn tiêu chíƯu tiên cục bộMặc định riêng tư

Input

Rough request

Kết quả

Optimized prompt

33 dòng840 ký tự
Role
You are a senior full stack product engineer

Goal
Build an AI tool website with six practical developer tools

Context
Target users are beginners and indie developers. The page should be dense, useful and production ready.

Tasks
1. Clarify the smallest shippable version
2. Design the route data and component structure
3. Implement with existing project patterns
4. Add focused tests or manual verification
5. Explain exactly how to run it

Output Format
- Summary
- Assumptions
- Plan
- Deliverable
- Verification

Constraints
- Keep the MVP sharp
- Prefer existing stack and local helpers
- Avoid inflated marketing copy
- Ship something usable before adding breadth

Acceptance Criteria
- The feature works from the first screen
- Empty error loading and mobile states are handled
- The user can verify it with one command or URL
01Role

You are a senior full stack product engineer

02Goal

Build an AI tool website with six practical developer tools

03Context

Target users are beginners and indie developers. The page should be dense, useful and production ready.

04Tasks

1. Clarify the smallest shippable version 2. Design the route data and component structure 3. Implement with existing project patterns 4. Add focused tests or manual verification 5. Explain exactly how to run it

05Output Format

- Summary - Assumptions - Plan - Deliverable - Verification

06Constraints

- Keep the MVP sharp - Prefer existing stack and local helpers - Avoid inflated marketing copy - Ship something usable before adding breadth

07Acceptance Criteria

- The feature works from the first screen - Empty error loading and mobile states are handled - The user can verify it with one command or URL

Công cụ làm gì

luồng Prompt

Converts a rough request into a structured promptTối ưu cho công việc nhanh và dễ sao chép
Adds role context task list output format and constraintsTối ưu cho công việc nhanh và dễ sao chép
Creates acceptance criteria so the answer is easier to verifyTối ưu cho công việc nhanh và dễ sao chép

Phù hợp với

Ai nên dùng

People writing with AI every day
Developers turning vague ideas into build tasks
Students making study or research prompts

Ví dụ

Đầu vào và đầu ra

Writing prompt optimization

Đầu vào: Write a product intro for a new AI tool.

Đầu ra: Audience, tone, structure, proof points, limits, and acceptance criteria before drafting.

Code generation prompt optimization

Đầu vào: Build a settings page in Next.js.

Đầu ra: Route, components, state, validation, error states, styling constraints, and verification commands.

Learning plan prompt optimization

Đầu vào: Help me learn Python in 30 days.

Đầu ra: Weekly goals, daily exercises, review checkpoints, final project, and measurable completion criteria.

FAQ và giới hạn

Trước khi dùng

Does it call an AI model

No. The first version reshapes your request locally into a reusable prompt structure.

What makes a prompt stronger

A clear role context task list output format constraints and acceptance criteria.

Giới hạn sử dụng

  • Local template based output only
  • It does not guarantee model quality
  • Sensitive or private context should be removed before sharing with third party AI tools