Total 50,368 skills, Code Quality has 2287 skills
Showing 12 of 2287 skills
Respond to PR review feedback with maximum transparency. Analyze feedback, get second opinions on non-trivial decisions, post comments documenting every judgment, and implement fixes. All reasoning must be visible in PR comments. Keywords: PR review, code review response, review feedback, address comments, fix review.
Function design patterns emphasizing single responsibility and clarity.
Explores codebase to find patterns, similar features, and constraints
Optimizes Python library performance through profiling (cProfile, PyInstrument), memory analysis (memray, tracemalloc), benchmarking (pytest-benchmark), and optimization strategies. Use when analyzing performance bottlenecks, finding memory leaks, or setting up performance regression testing.
Comprehensive code review workflow - parallel specialized reviews → synthesis
Run a full-scale implementation review with parallel subagents for plan alignment, UI verification, technical and strategic analysis, and test coverage gap closure across app and database layers.
Structures the human review experience for factory-mode builds. Audit trail summaries, PR digests, retrospective synthesis, quality trend tracking, and autonomy tuning interface. Activate during Phase 3 human review.
Three-stage code review protocol: spec compliance, code quality, and domain integrity. Activate when reviewing code, preparing PRs, assessing implementation quality, or checking that code matches requirements. Triggers on: "review this code", "prepare PR", "check implementation", "code quality", "does this match the spec".
Verify implementation matches change artifacts. Use when the user wants to validate that implementation is complete, correct, and coherent before archiving.
Write readable, maintainable code through disciplined naming, small functions, and clean error handling. Use when the user mentions "code review", "naming conventions", "function too long", "code smells", or "readable code". Covers SRP, comment discipline, formatting, and unit testing. For refactoring techniques, see refactoring-patterns. For architecture, see clean-architecture.
Senior Kotlin developer. Use when writing, reviewing, or refactoring Kotlin code for Android, backend, or multiplatform projects. Enforces idiomatic Kotlin and modern patterns.
Applies a modified Fagan Inspection methodology to systematically resolve persistent bugs and complex issues. Use when multiple previous fix attempts have failed repeatedly, when dealing with intricate system interactions, or when a methodical root cause analysis is needed. Do not use for simple troubleshooting. Triggers after multiple failed debugging attempts on the same complex issue.