README.md

Prompt Templates

Universal everyday prompt

Execute AI Engineering Operating System from this repository.

Task:
[YOUR TASK]

Load context first.
Select the correct loop.
Plan before implementation.
Verify before declaring completion.
Return to the earliest failing phase when verification fails.
Stop only when Definition of Done passes.

Feature prompt

Use the feature development loop.
Define acceptance criteria first.
Implement in small increments.
Add or update tests.
Update documentation.

Bug fix prompt

Use the bug fix loop.
Reproduce the defect first when possible.
Create a failing test when useful.
Fix the root cause, not only the symptom.
Run regression verification.

CI/CD repair prompt

Use the CI/CD repair loop.
Fetch logs, classify the failure, identify root cause, make the minimal patch, and verify.

Refactoring prompt

Use the refactoring loop.
Do not change behavior unless explicitly requested.
Establish baseline verification before editing.