Guides systematic debugging methodology and troubleshooting approaches. Use when investigating bugs, tracing issues, or teaching debugging patterns.
Root-cause debugging with 4-phase method: investigation, hypothesis, validation, fix. No fix without RCA.
Debug Tauri v2 apps across VS Code, RustRover, IntelliJ, and Neovim: console debugging, WebView DevTools, Rust backtraces, CrabNebula DevTools, and IDE launch configs.
Debugging workflows for Python (pdb, debugpy), Go (delve), Rust (lldb), and Node.js, including container debugging (kubectl debug, ephemeral containers) and production-safe…
Systematically investigates failing tests, distinguishes between test bugs and implementation bugs, and drives a fix with verification.
Use when the user reports a bug they can't reproduce, asks where to start debugging, or mentions a Heisenbug / production-only failure.
Use when working with debugging toolkit smart debug (Alias for debugging-toolkit-smart-debug)
Comprehensive debugging strategies, tools, and techniques for efficiently identifying and fixing bugs across different environments.
Systematically investigates TypeScript compiler errors, traces the real type mismatch, and applies a minimal verified fix. Use when the user wants to debug TypeScript type errors.
Use when debugging any UI bug — wrong rendering, layout or scroll jumps, flicker/flash, styling, interaction, focus/attention, or reactivity failures — in Composer plugins,…
Use when seeing WebSocket errors like "Invalid frame header", "RSV1 must be clear", or "WS_ERR_UNEXPECTED_RSV_1" - covers multiple WebSocketServer conflicts, compression issues,…
Use when encountering bugs or test failures - systematic debugging using debuggers, internet research, and agents to find root cause before fixing
Parses error messages, traces execution flow through stack traces, correlates log entries to identify failure points, and applies systematic hypothesis-driven methodology — from…
디버깅 실패 시 자동 트리거되는 체계적 문제 해결 워크플로우. DEBUGGING_STRATEGY.md 기반 Phase 0-3 디버깅 프로세스 자동화.
Guide for debugging GitHub Agentic Workflows - analyzing logs, auditing runs, and troubleshooting issues
While debugging errors, spawn new Claude SubAgent with own context to resolve the issue.
Building decay and upkeep systems for survival games. Use when implementing timer-based decay, Tool Cupboard patterns (Rust-style protection radius), resource upkeep costs, or…
Expert on Decibel on-chain perpetual futures trading platform on Aptos. Covers trading engine, orderbook, TypeScript SDK, REST APIs, WebSocket streams, market data, position…
Record or list architectural decisions and active migrations in `.claude/rules/architecture.md`. 管理架構決策與遷移記錄。 Use when: record a decision, add a decision, add a migration,…
Systematic framework for rigorous, situationally-grounded decision analysis. Use when evaluating options with competing benefits where stated values may diverge from actual…
MUST consider using when: (1) presenting 2+ technical approaches, (2) listing pros/cons of options, (3) user asks 'which should I choose', (4) architecture/technology decisions,…
Create Architecture Decision Records (ADRs) documenting significant technical choices with context, options, consequences, and sequential numbering.
Compare current architecture work against discovered ADRs and decisions to find conflicts, drift, missing alignment, superseded assumptions, forbidden paths, and decisions needing…
Decision-making methodologies, scoring frameworks, and planning strategies for Group 2 agents in four-tier architecture
Structured decision-making patterns for common engineering choices — library selection, architecture, build vs buy, prioritization, reversibility analysis, and ADRs.
Author and track Architecture Decision Records. Routed to when the user invokes /adr to record a new decision or /adr-status to list ADR health.
Manage Kong Gateway and Konnect declaratively using decK CLI. Use when working with Kong Gateway configurations, syncing state, converting OpenAPI specs to Kong config, validating…
The Lossless Group's workflow for developing slides-only Astro sites for fundraise processes, aligned with the calmstorm-decks project patterns and the iterative approach from the…
Build professional, themed PowerPoint decks from Markdown via LLM-generated pptxgenjs JavaScript. Uses modular per-slide architecture for all decks.
Use when the user asks to design or refactor a declaration contract, such as a function signature, type shape, schema, or generic parameter list, and wants guidance on grouping,…
Identify misplaced files and organize project structure following open-source best practices, while delegating refactoring to specialized skills
Decode JWTs, inspect claims, and verify or sign tokens with local keys during auth debugging and test setup.
The governed turn-off primitive — no legacy component is severed until its replacement has PROVEN independence and the old side is provably safe, recorded in an append-only…
Architectural code analysis for Python design quality. Evaluates simplicity (Rich Hickey), functional core/imperative shell (Gary Bernhardt), and coupling (Constantine & Yourdon).
Architect recursive system and task decomposition for large-scale multi-agent architectures (100+ files, 50K+ tokens), DAG dependency trees, disk-backed persistent planning…
Analyze large source files and produce decomposition plans, optionally executing refactoring with import updates and test verification
Deconstructs complex problems using the 'Polymath Investor' framework with a 5-step cognitive chain (First Principles → Modular Isolation → Pareto Filtering → Cross-Domai — from…
Deconstructs complex problems using the 'Polymath Investor' framework with a 5-step cognitive chain (First Principles → Modular Isolation → Pareto Filtering → Cross-Domai — from…
Use after writing-plans to decompose monolithic plan into individual task files and identify tasks that can run in parallel (up to 2 subagents simultaneously)
Use when dealing with complex systems that need simplification, identifying bottlenecks or critical failure points, redesigning architecture or processes for better performance,…
Vovk.ts decorators — built-in (`@prefix`, `@operation`, `@get/@post/@put/@patch/@del`, `.auto()`) and custom via `createDecorator`.
DECOY SUP deployment — running ./deploy --decoy [scope flags], 5-phase spinup, behavior.json plumbing, audit semantics, hot-patch path.
Use when building dedicated servers — headless export, server architecture, lobby management, and deployment
How agent runtimes intercept redundant file reads within the same conversation trajectory using mtime and SHA-256 hash checks, eliminating 40% of duplicate context ingestion…
Investigate a game from raw logs, trace bugs to source code, and file detailed issues. Use for deeper debugging than export-only analysis.
Advanced problem-solving skill using sequential thinking. Use for complex architectural decisions, debugging hard problems, or planning. — from engineering/engineering-misc
Advanced problem-solving skill using sequential thinking. Use for complex architectural decisions, debugging hard problems, or planning. — from majiayu000/claude-skill-registry
Advanced problem-solving skill using sequential thinking. Use for complex architectural decisions, debugging hard problems, or planning. — from engineering/engineering-misc
Tiefenanalyse eines Problems gemäß der OBERSTEN DIREKTIVE. Verfolgt den vollständigen Datenfluss React-View→tauri-api.ts→invoke→commands/→ps.rs und identifiziert die…
Aciona o Revisor Profundo (sub-agent) pra tasks sensíveis — lê código além do diff antes da Mariana
Deep codebase analysis: read and analyze an entire software project's source to understand architecture, communication, design patterns, and business flows.
Find deepening opportunities in a codebase, surfacing architectural friction and proposing refactors that turn shallow modules into deep ones.
Multi-agent investigation for stubborn bugs. Use when: going in circles debugging, need to investigate browser/API interactions, complex bugs resisting normal debugging, or when…
Use when the user asks to debug with ensemble judges, or explicitly requests the ensemble variant of deep-debug.
The single entry point for ALL design and specification work. Use when designing, specifying, architecting, writing a spec, writing an RFC, writing a design doc, or drafting a…
Implementation of the Dynamic Ethical Entity Personality (D.E.E.P.) v2 Framework. The cognitive architecture for agentic sovereignty and partnership.
Deep technical documentation generation workflow using zen mcp's clink and docgen tools. First uses clink to launch gemini CLI in WSL for code analysis, then uses docgen for…
Use when you have two augmented versions of the same ion image (from mass spectrometry imaging data) and need to extract learnable 512-dimensional feature representations using a…
Build and train deep neural networks including CNNs, RNNs, Transformers, and advanced architectures. Use for image classification, object detection, NLP, sequence modeling,…
Use when after converting or loading a Keras model to HDF5 TensorFlow 2.3.0 format, especially when the model will be served through a pipeline (e.g., NP Classifier) that expects…