Prompt Library
This section separates short prompt starters from longer master prompts that teams can standardize.
Who This Section Is For
- developers using AI coding tools daily
- teams standardizing high-signal prompts
- reviewers trying to reduce vague or risky agent requests
Prompt Types
Prompt Starters
Short prompts for:
- tool-specific usage patterns
- review, testing, refactoring, migration, and docs tasks
- fast local iteration inside a repo
Master Prompts
Longer prompts with:
- objective
- required context
- variables
- execution phases
- output format
- validation rules
- security constraints
- human review checkpoints
Start with Master Prompts when the task is high impact or spans multiple files. Use the other prompt pages when the task is smaller or you already know the right workflow.
Best First Pages
| Page | Best for | Maturity |
|---|---|---|
| Master Prompts | repeatable high-signal engineering tasks | Most mature |
| Review Prompts | findings-first review passes | Strong |
| Testing Prompts | focused regression coverage | Strong |
| Migration Prompts | phased upgrade planning | Strong |
Recommended Reading Order
- Read Master Prompts for the full reusable patterns.
- Read one task page such as Review Prompts or Testing Prompts.
- Read the tool-specific page that matches your host surface.
Current Limitations
- prompts are reusable patterns, not proof that every named tool executed them identically
- account-gated, paid-plan, or enterprise-only workflows may need local adaptation
- prompts still depend on repository context quality and human review
Verification Note
Prompt pages are Documentation verified unless they explicitly state a prompt was exercised locally in this repository.