Database schema from plain English
Model notes: Any model; review before migrating
Fill in the variables (optional — they're inserted live below):
Design a database schema for: {{app_description}}. Database: {{database}}.
Give: tables with columns, types, constraints and indexes; relationships; a migration file in {{migration_tool}} format; 3 example queries the app will run most and whether the indexes support them. Point out any data that should NOT be stored (e.g. raw card numbers) and any column likely to need changing later.
How to use it
- Fill the variables above, or replace each
{{variable}}after pasting. - Paste into your AI tool (ChatGPT, Claude, Gemini, Cursor, Claude Code, or a local model in Ollama/LM Studio).
- Review the output. Models make mistakes, especially with facts, numbers and code.
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Spec-first app kickoff
Any frontier model; works in Cursor, Claude Code, Windsurf
Variables: ideausersstack
You are a senior engineer starting a new project with me. Before writing any code, produce a short build spec.
Project idea: {{idea}}
Target users: {{users}}
Preferred stack (or "you choose"): {{stack}}
Write:
1. One-paragraph product summary.
2. MVP feature list (max 7), each with a one-line acceptance test.
3. Explicit out-of-scope list.
4. Data model (entities + key fields).
5. File/folder structure.
6. Step-by-step build plan in small commits, each independently runnable.
7. Open questions you need me to answer.
Do not write code yet. Wait for my "go". You are a senior engineer starting a new project with me. Before writing any code, produce a short build spec.
Project idea: {{idea}}
Target users: {{users}}
Preferred stack (or "you choose"): {{stack}}
Write:
1. One-paragraph product summary.
2. MVP feature list (max 7), each with a one-line acceptance test.
3. Explicit out-of-scope list.
4. Data model (entities + key fields).
5. File/folder structure.
6. Step-by-step build plan in small commits, each independently runnable.
7. Open questions you need me to answer.
Do not write code yet. Wait for my "go".
Open & fill variables → Vibe coding
One small step at a time
Reduces runaway edits in agent mode
Variables: step_numberstep_description
Implement only step {{step_number}} of the plan we agreed: "{{step_description}}".
Rules:
- Touch the fewest files possible. List the files you will change before changing them.
- Don't refactor, rename or reformat anything unrelated.
- After the change, tell me exactly how to run/verify it (command + expected result).
- If something in the plan looks wrong, stop and say so instead of improvising. Implement only step {{step_number}} of the plan we agreed: "{{step_description}}".
Rules:
- Touch the fewest files possible. List the files you will change before changing them.
- Don't refactor, rename or reformat anything unrelated.
- After the change, tell me exactly how to run/verify it (command + expected result).
- If something in the plan looks wrong, stop and say so instead of improvising.
Open & fill variables → Vibe coding
Turn a screenshot into a component
Needs a vision-capable model
Variables: frameworkstyling
Recreate the UI in the attached screenshot as a {{framework}} component styled with {{styling}}.
- Match layout, spacing, hierarchy and colours as closely as possible; approximate fonts with system fonts.
- Use semantic HTML and accessible labels.
- Make it responsive: describe what changes below 640px.
- Use placeholder data in a typed props object, not hard-coded strings.
- Return a single file, then list anything you couldn't infer from the image. Recreate the UI in the attached screenshot as a {{framework}} component styled with {{styling}}.
- Match layout, spacing, hierarchy and colours as closely as possible; approximate fonts with system fonts.
- Use semantic HTML and accessible labels.
- Make it responsive: describe what changes below 640px.
- Use placeholder data in a typed props object, not hard-coded strings.
- Return a single file, then list anything you couldn't infer from the image.
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