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This skill should be used when analyzing Claude Code session transcripts, reviewing agent performance, finding anti-patterns or tool misuse, detecting user frustration signals, mining workflow pattern…
Comprehensive Python code review checking patterns, types, security, and performance. Use when reviewing Python code for quality issues, when auditing code before merge, or when assessing technical de…
Write, create, debug, and optimize Prometheus alerting rules, PromQL queries, recording rules, and metric configurations. Covers metric types (counter, gauge, histogram, summary), cardinality manageme…
Execute this skill enables AI assistant to analyze and improve application caching strategies. it optimizes cache hit rates, ttl configurations, cache key design, and invalidation strategies. use this…
After development completion, write and execute feature-based E2E tests. /verify to validate the actual user flow. Triggers on: e2e validation, e2e-verify, E2E test, run browser test. NOT for: unit te…
Run mutation testing to validate test quality beyond code coverage. Use when assessing test effectiveness, finding weak tests, or validating test suite quality.
Contribute fixes, bug reports, and upstream discussions to badlogic/pi-mono without wasting maintainer time. Use when filing pi issues, preparing pi PRs, debugging whether a bug belongs upstream, or r…
Windows and Git Bash testing compatibility guide for Vitest, Playwright, and MSW with path conversion patterns
Write and evaluate effective Python tests using pytest. Use when writing tests, reviewing test code, debugging test failures, or improving test coverage. Covers test design, fixtures, parameterization…
Guided workflow for adding new features to Python projects. Use when planning a new feature implementation, when adding functionality with proper test coverage, or when following TDD to build features…
Instrument, configure, debug, and optimize OpenTelemetry distributed tracing for Java and TypeScript microservices. Create spans, propagate context, configure exporters, implement sampling. Use when a…
Validate a Claude Code plugin directory against the official Anthropic spec and Intent Solutions enterprise standard. Runs structural validation (plugin.json fields, file references, permissions) and …
Detect requests for UAT generation, execution, or reporting and invoke the appropriate UAT command
Apply Sigma rules against log sources for threat hunting; convert rules to Elasticsearch, Splunk, and grep queries
Use when a deliverable needs structured stakeholder sign-off before finalization—runs the pre-read, feedback-type alignment, and conflict-resolution protocol.
Define clear relationships and load data efficiently; prevent N+1, use constraints, counts/sums, and pivot syncing safely
Apply modern Python 3.11+ best practices with proper types, DRY, SRP, and framework patterns. Use when reviewing Python code for modernization opportunities, when writing new Python code to ensure mod…
Implementation phase for stinkysnake workflow. Use when tests are written and plan is ready. Implements functions following the modernization plan, runs tests until passing.
Removes AI-generated code slop from git diffs to maintain code quality
Multi-phase schema optimization workflow orchestrator. Creates session directories, spawns phase agents sequentially, validates outputs, aggregates results. Trigger: "run schema optimization", "optimi…
Configure TDD enforcement via pre-commit hooks and CI coverage gates. Use when setting up test-first development workflow, adding coverage gates, or enforcing TDD practices.
Run ESLint for JavaScript/TypeScript code quality and style enforcement. Use for static analysis and auto-fixing.
Verified Spec-Driven Development (VSDD) — a rigorous AI-native engineering methodology that fuses Spec-Driven Development, Test-Driven Development, and adversarial verification into a single pipeline.…
Expert Go backend code reviewer specializing in microservices, GORM/DAL patterns, dependency injection, and resource management. Focuses on logic correctness, goroutine leak detection, and Go-specific…