Deep code review
Surface real defects, not nits. Pushes the model past surface comments.
البرومبتات
مكتبة برومبتات AI
برومبتات قابلة للنسخ لمراجعة الكود، refactor، debug، تكوين الوثائق، agent loops، النشر.
19 إدخال
مراجعة الكود
3 إدخالIndependent second opinion
Use when you've already analyzed something and want a fresh take that won't anchor on yours.
Find missing tests
Reads source + test, returns concrete test cases that would expose untested behavior.
Refactor
3 إدخالRefactor without regression
Locks the model to behavior preservation. Forces commit-by-commit thinking.
Extract reusable module
Pull domain-specific code out of a fat file into a focused module with tests.
Tighten TypeScript types
Removes any/unknown without breaking call sites. TS-specific.
تشخيص الأخطاء
3 إدخالBuild a minimal reproduction
Strips noise. Produces the smallest failing example you can ship to a maintainer.
Diff bisect
Use when something worked yesterday and broke today.
Triage a stack trace
Cuts through framework noise to the actual bug.
الوثائق
3 إدخالGenerate API docs from source
TSDoc / Python docstrings from real code, no fluff.
README skeleton
Real structure for a repo's first README. No filler.
Changelog entry from a diff
User-facing language, no commit-message-speak.
تصميم API ونظام
3 إدخالEvaluate a system design
Stress-tests the design before you build it.
Design a clean public API
Forces decisions about naming, error shape, and idempotency upfront.
Two-option trade-off memo
One page, no hand-wringing. Forces a recommendation.
Agent / حلقة أدوات
2 إدخالAgent loop skeleton
Sets up a tool-calling loop with budget + termination conditions.
Eval harness for an agent
Real failure modes — flaky tools, partial outputs, timeouts.
نشر وعمليات
2 إدخالRollout plan
Real plan with a rollback step. Forces metric definition.
Incident retro
Blameless retro template that doesn't drift into vague action items.