Debugging
Find and fix bugs, error analysis
home-assistant-automation-scripts
by bradsjm
Home Assistant automations, scripts, and blueprints. Use when the user requests automation/script syntax, triggers/conditions/actions, blueprint usage, run modes, or troubleshooting, and when mapping those needs to ha-mcp automation/script tools.
troubleshooting
by mycelium-io
Diagnose and fix common Mycelium installation and runtime issues. Use when encountering errors with mycelium commands, backend connectivity, Docker containers, LLM configuration, or memory operations. Triggers on "not working", "error", "failed", "cannot connect", "troubleshoot", "debug", "fix".
go-middleware
by existential-birds
Idiomatic Go HTTP middleware patterns with context propagation, structured logging via slog, centralized error handling, and panic recovery. Use when writing middleware, adding request tracing, or implementing cross-cutting concerns.
go-testing-code-review
by existential-birds
Reviews Go test code for proper table-driven tests, assertions, and coverage patterns. Use when reviewing *_test.go files.
fivem-basics
by germanfndez
FiveM resource structure, fxmanifest, client/server scripting, events. Use when creating or editing FiveM resources or Lua scripts, or when the user asks how FiveM works.
fivemanage
by germanfndez
Fivemanage SDK for FiveM — installation, screenshots (takeImage, takeServerImage, uploadImage), and centralized logs (Log, Info/Warn/Error). Use when integrating Fivemanage, capturing player screenshots, uploading images, or sending logs to the Fivemanage dashboard.
lua-basics
by germanfndez
Effective Lua programming for FiveM - functions, tables, variables, conditionals, error handling. Use when writing or reviewing Lua code for FiveM resources.
sc-think
by kylesnowschwartz
Socratic thinking partner for decisions, debugging mental models, and working through uncertainty. This skill SHOULD be used when the user says "I'm stuck", "should I", "can't decide", "not sure if", "is this the right approach", "what do you think about", "help me think through", "review my plan", "am I missing something", "what am I assuming", "let me think", "brainstorm", "help me figure out", "sanity check", "does this make sense", or expresses uncertainty about a decision, design, or direction. Activates dialectical reasoning to surface assumptions, challenge positions, and find the right question to ask.
prd-implementation-precheck
by zhaono1
Implement PRDs/specs with a mandatory precheck review before coding. Use when a user asks to implement a PRD/feature spec/requirements doc or says "implement PRD/spec". Perform a preflight review, raise questions on scope/consistency/risks, then implement after confirmation.
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).
debugger
by zhaono1
Advanced debugging specialist for diagnosing and resolving code issues. Use when user encounters bugs, errors, unexpected behavior, or mentions debugging.
commit-helper
by zhaono1
Helps write Git commit messages following the Conventional Commits specification. Use this skill when the user asks to commit changes, write commit messages, format commits, or mentions git commits.
session-logger
by zhaono1
Saves conversation history to session log files. Use when user says "保存对话", "保存对话信息", "记录会话", "save session", or "save conversation". Automatically creates timestamped session log in sessions/ directory.
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.
langfuse
by avivsinai
Debug AI traces, find exceptions, analyze sessions, and manage prompts via Langfuse MCP. Also handles MCP setup and configuration.
observability-first-debugging
by NTCoding
"Systematic debugging methodology that eliminates guessing and speculation. Add instrumentation to gather specific data that fully explains the problem. Evidence before hypothesis. Observation before solution. Triggers on: debugging, error investigation, 'why is this failing', unexpected behavior, test failures, non-zero exit codes, stack traces."
fix-it-never-work-around-it
by NTCoding
"Stops execution and fixes root cause when commands, builds, scripts, or tools fail unexpectedly. Triggers on workaround language: 'directly', 'instead', 'alternatively', 'skip', 'fall back', 'work around', 'isn't working', 'broken', 'manually'. Activates on any unexpected non-zero exit code or process failure."
tdd-process
by NTCoding
"Strict test-driven development state machine with red-green-refactor cycles. Enforces test-first development, meaningful failures, minimum implementations, and full verification. Activates when user requests: 'use a TDD approach', 'start TDD', 'test-drive this'."
writing-tests
by NTCoding
"Principles for writing effective, maintainable tests. Covers naming conventions, assertion best practices, and comprehensive edge case checklists. Based on BugMagnet by Gojko Adzic. Triggers on: writing any test, 'add tests', test review, test naming, assertion choices, edge case coverage, 'what should I test', test structure decisions."
independent-research
by NTCoding
"Use when about to ask the user a factual question, propose a solution, diagnose an error, or choose between approaches. Triggers on: 'Do you have X installed?', 'What version?', 'Is X configured?', 'We should...', 'The fix is...', 'Options: 1...', 'Based on my understanding...', 'I believe X supports...'. Before deciding anything, spin up parallel subagents to WebSearch for current docs, community solutions, framework best practices, and GitHub issues. Your memory is stale — verify everything."
local-review
by OmniNode-ai
Local code review loop that iterates through review, fix, commit cycles without pushing
integrate-asset-delivery-with-transloadit-smartcdn-in-nextjs
by transloadit
Add Transloadit Smart CDN URL signing to a Next.js App Router project (server-side signing route + optional client demo page).
conformance-debug
by uze-sh
Fast, targeted debugging of the Harness Conformance Lab (conformance/) — use whenever a conformance check fails (locally or in CI), a check is recorded ADAPTED, a harness version drifted, a harness TUI check needs poking at directly, or you're about to guess at a fix instead of reproducing the real failure. Covers reading the failure's shape, checking the vendor's current docs/changelog/issues before touching code, the --sandbox and --experiment fast loops, proving the provider speaks the real wire shape with --discovery and mitmproxy, telling a vendor limitation from a Lab defect, and reading evidence/verdict.json.
langsmith-trace-analyzer
by Lubu-Labs
"Fetch, organize, and analyze LangSmith traces for debugging and evaluation. Use when you need to: query traces/runs by project, metadata, status, or time window; download traces to JSON; organize outcomes into passed/failed/error buckets; analyze token/message/tool-call patterns; compare passed vs failed behavior; or investigate benchmark and production failures."