调试
定位并修复问题，分析错误
qa-find-bugs-mcp
bex-co
Hunt bugs in the Beancount.io remote MCP server by driving the real POST /api-gateway/mcp endpoint with JSON-RPC and real MCP clients, checking transport, discovery, credential boundaries, tool and resource results, the result envelope and prompts against REST/GraphQL controls, reproducing failures, tracing root causes, and deduplicating findings. Use for MCP QA or an agent-endpoint bug hunt. Skip ordinary code review, bug implementation, browser, native-mobile, and CLI QA.
managing-tech-debt
RefoundAI
Help users manage technical debt strategically. Use when someone is dealing with legacy code, planning refactoring work, deciding between rewrites vs. incremental fixes, trying to get buy-in for tech debt reduction, or balancing new features with maintenance.
stacks-error-handling
stacksjs
Use when implementing error handling in Stacks - the Result type (Ok/Err), handleError function, error page rendering (development with stack traces, production with friendly messages), ErrorHandler class, ModelNotFoundException, HTTP error mapping, log file writing, or error configuration. Covers @stacksjs/error-handling and config/errors.ts.
application-logging
aj-geddes
Implement structured logging across applications with log aggregation and centralized analysis. Use when setting up application logging, implementing ELK stack, or analyzing application behavior.
stacks-investigate
stacksjs
Use when debugging a Stacks issue - something broken, throwing, failing, flaky or slow. Builds a tight feedback loop that goes red on the bug before any hypothesis is allowed, then minimises, tests hypotheses, fixes and locks it down with a regression test. Enforces no fixes without root cause. Invoke with /stacks-investigate.
testing-patterns
vudovn
Testing patterns and principles. Unit, integration, mocking strategies.
rust-pro
vudovn
Master Rust 1.75+ with modern async patterns, advanced type system
server-management
vudovn
Server management principles and decision-making. Process management, monitoring strategy, and scaling decisions. Teaches thinking, not commands.
nodejs-best-practices
vudovn
Node.js development principles and decision-making. Framework selection, async patterns, security, and architecture. Teaches thinking, not copying.
behavioral-modes
vudovn
AI operational modes (brainstorm, implement, debug, review, teach, ship, orchestrate). Use to adapt behavior based on task type.
lint-and-validate
vudovn
Automatic quality control, linting, and static analysis procedures. Use after every code modification to ensure syntax correctness and project standards. Triggers onKeywords: lint, format, check, validate, types, static analysis.
systematic-debugging
vudovn
4-phase systematic debugging methodology with root cause analysis and evidence-based verification. Use when debugging complex issues.
webapp-testing
vudovn
Web application testing principles. E2E, Playwright, deep audit strategies.
mcp-builder
vudovn
MCP (Model Context Protocol) server building principles. Tool design, resource patterns, best practices.
vvvv-troubleshooting
tebjan
Diagnoses and fixes common vvvv gamma errors in C# nodes, SDSL shaders, and runtime behavior. Use when encountering errors, exceptions, crashes, red nodes, shader compilation failures, missing nodes in the browser, performance issues, or unexpected behavior.
vvvv-debugging
tebjan
"Set up debugging for vvvv gamma C# node projects -- generate VS Code launch.json and tasks.json configurations, attach debugger to running vvvv, configure Visual Studio debug profiles, and use debugging best practices. Use when setting up a debugger for vvvv, creating launch configurations, attaching to vvvv process, or troubleshooting breakpoints in C# nodes. Supports multiple launch configs for different test scenarios/patches."
vvvv-custom-nodes
tebjan
"Helps write C# node classes for vvvv gamma — the [ProcessNode] pattern, Update() method, out parameters, pin configuration, change detection, stateless operation nodes, and service consumption via NodeContext (IFrameClock, Game access, logging). Use when writing a node class, adding pins, implementing change detection, accessing services in node constructors, or creating stateless utility methods. Requires [assembly: ImportAsIs]."
sentry-ios-swift-setup
getsentry
Setup Sentry in iOS/Swift apps. Use when asked to add Sentry to iOS, install sentry-cocoa SDK, or configure error monitoring, tracing, session replay, logging, or profiling for iOS applications using Swift and SwiftUI.
sentry-setup-logging
getsentry
Setup Sentry Logging in any project. Use this when asked to add Sentry logs, enable structured logging, setup console log capture, or integrate logging with Sentry. Supports JavaScript, TypeScript, Python, Ruby, React, Next.js, and other frameworks.
sentry-code-review
getsentry
Analyze and resolve Sentry comments on GitHub Pull Requests. Use this when asked to review or fix issues identified by Sentry in PR comments. Can review specific PRs by number or automatically find recent PRs with Sentry feedback.
sentry-setup-tracing
getsentry
Setup Sentry Tracing (Performance Monitoring) in any project. Use this when asked to add performance monitoring, enable tracing, track transactions/spans, or instrument application performance. Supports JavaScript, TypeScript, Python, Ruby, React, Next.js, and Node.js.
cross-service-debugger
proflead
Coordinate debugging across multiple services. Use when a senior developer needs to trace a distributed issue.
code-review-patterns
romiluz13
"Internal skill. Use cc10x-router for all development tasks."
debugging-patterns
romiluz13
"Internal skill. Use cc10x-router for all development tasks."