Debugging
Find and fix bugs, error analysis
fix-pr-comments
by Melvynx
Fetch PR review comments and implement all requested changes
git-workflow-manager
by serejaris
Use when committing, releasing, or managing changelogs - enforces conventional commits, semantic versioning, and consistent release notes format
release
by colonelpanic8
Use when user asks to release, publish, bump version, or prepare a new version for deployment
QA Fix Loop
by DmitrL-dev
Автономный цикл Reviewer → Fixer для непрерывного улучшения качества
nextjs-core
by bobmatnyc
Core Next.js patterns for App Router development including Server Components, Server Actions, route handlers, data fetching, and caching strategies
golang-observability-opentelemetry
by bobmatnyc
"Instrumenting Go applications with OpenTelemetry for distributed tracing, Prometheus for metrics, and structured logging with slog"
systematic-debugging
by bobmatnyc
"Systematic debugging methodology emphasizing root cause analysis over quick fixes"
matlab-uihtml-app-builder
by matlab
Build interactive web applications using HTML/JavaScript interfaces with MATLAB computational backends via the uihtml component. Use when creating HTML-based MATLAB apps, JavaScript MATLAB interfaces, web UIs with MATLAB, interactive MATLAB GUIs, or when user mentions uihtml, HTML, JavaScript, web apps, or web interfaces.
backend-development
by skillcreatorai
Backend API design, database architecture, microservices patterns, and test-driven development. Use for designing APIs, database schemas, or backend system architecture.
hud-first
by kylesnowschwartz
This skill SHOULD be used when the user asks to "build an AI assistant", "create a chatbot", "make an agent that does X for me", "design a copilot feature", "automate this workflow with AI", or requests delegation-style AI features. Offers a reframe from copilot patterns (conversation, delegation) to HUD patterns (ambient awareness, perception augmentation).
team-quality-assurance
by catlog22
Unified team skill for quality assurance team. All roles invoke this skill with --role arg for role-specific execution. Triggers on "team quality-assurance", "team qa".
workflow-test-fix-cycle
by catlog22
End-to-end test-fix workflow generate test sessions with progressive layers (L0-L3), then execute iterative fix cycles until pass rate >= 95%. Combines test-fix-gen and test-cycle-execute into a unified pipeline. Triggers on "workflow:test-fix-cycle".
workflow-test-fix
by catlog22
Unified test-fix pipeline combining test generation (session, context, analysis, task gen) with iterative test-cycle execution (adaptive strategy, progressive testing, CLI fallback). Triggers on "workflow:test-fix-gen", "workflow:test-cycle-execute", "test fix workflow".
types-check
by tidyverse
Validate function inputs in R using a standalone file of check_* functions. Use when writing exported R functions that need input validation, reviewing existing validation code, or when creating new input validation helpers.
code-review
by skillcreatorai
Automated code review for pull requests using specialized review patterns. Analyzes code for quality, security, performance, and best practices. Use when reviewing code changes, PRs, or doing code audits.
ring:receiving-code-review
by LerianStudio
Review reception protocol - requires technical verification before implementing suggestions. Prevents performative agreement and blind implementation.
Testing Anti-Patterns
by bobmatnyc
Never test mock behavior. Never add test-only methods to production classes. Understand dependencies before mocking. Language-agnostic principles with TypeScript/Jest and Python/pytest examples.
k8s-diagnostics
by rohitg00
Kubernetes diagnostics for metrics, health checks, resource comparisons, and cluster analysis. Use when analyzing cluster health, comparing environments, or gathering diagnostic data.
rspack-v2-upgrade
by rstackjs
Use when upgrading a Rspack 1.x project to v2, including dependency and configuration updates.
review-changes
by wcygan
Orchestrate multiple review agents for a comprehensive pre-PR code review. Analyzes diff, verifies intent alignment with linked issues, and checks for broader codebase impacts. Use before opening a PR to catch bugs, security issues, silent failures, and performance problems. Keywords: review, code review, pre-PR, diff review, check changes, audit changes
async-rust
by wcygan
Async Rust and Tokio ecosystem expert. Provides idiomatic patterns, architectural guidance, and code review for async Rust code using tokio, futures, bytes, tracing, tonic, hyper, tower, axum, tokio-stream, and pin-project. Covers runtime internals, cancellation safety, graceful shutdown, channel selection, shared state, backpressure, structured concurrency, error handling, Tower middleware, stream processing, and performance tuning. Also identifies async footguns (blocking the runtime, holding locks across .await, silent task panics, accidental cancellation) and suggests fixes. Use when writing async Rust, debugging async issues, reviewing async code, choosing between spawn/join/select, designing channel topologies, implementing graceful shutdown, or learning how futures, Pin, and the Tokio runtime work under the hood. Keywords: async, await, tokio, futures, spawn, select, join, channels, streams, pin, tower, tonic, hyper, axum, tracing, bytes, cancellation, runtime, backpressure, graceful shutdown.
launch-ready
by wcygan
Vague recommendations: "Monitor closely" is not a mitigation plan
fix-issue
by wcygan
Take a GitHub issue number, investigate it, implement a fix, write tests, and open a PR. End-to-end workflow from assigned issue to merged PR. Use when you want to fix a specific GitHub issue. Keywords: fix issue, github issue, resolve issue, close issue, implement issue, issue to PR, bug fix
security-review
by wcygan
Run a targeted security audit on specified files or modules. Uses OWASP-informed checks, dependency vulnerability scanning, and auth/input validation review. Use for security audits, vulnerability checks, or before deploying sensitive code. Keywords: security, audit, vulnerability, OWASP, CVE, secrets, injection, XSS, auth, authentication, authorization