Understand the components, mechanics, and constraints of context in agent systems. Use when designing agent architectures, debugging context-related failures, or optimizing context usage.

This skill should be used when users need to save, search, or retrieve Claude Code conversation transcripts. Use this skill when users ask to save the current conversation, search through past conversations for context, or retrieve information from previous sessions. Also use when appropriate to proactively save important conversations at natural breakpoints (e.g., after completing a major feature, fixing a critical bug, or when the user indicates they're done with a session).

Global hooks for logging Claude Code conversation events to markdown files. Tracks prompts, tool usage, and responses across all sessions. Useful for debugging, auditing, and providing conversation context to Claude.

Production-ready CopilotKit pitch deck wizard in main application. Use when enhancing AI conversation features, optimizing Edge Function integration, debugging chat interface, or improving pitch deck generation flow. System is PRODUCTION READY (98/100).

Core Dump Analysis skill for the ikigai project

Optimize CoreML models for iOS and macOS deployment. Covers quantization, palettization, pruning, Neural Engine targeting, compute unit selection, and performance profiling. Use when converting ML models to CoreML, optimizing model size/latency, debugging Neural Engine issues, or benchmarking on-device inference.

Create implementation tickets with proper format and conventions.

Debug CSRF token issues and authentication problems including 403 Forbidden errors, cookie issues, JWT tokens, OAuth flows, and session management. Use when troubleshooting CSRF verification failed, 403 errors on POST requests, login not working, or token refresh issues.

Quick reference cheatsheet for libpython-clj Python interop. Includes initialization, module imports, function calls, data conversions, NumPy/Pandas/Transformers patterns, and troubleshooting. Use when calling Python from Clojure, using Python libraries, or debugging interop issues.

Execute bug fix plan. Creates ./.gtd/debug/current/FIX_SUMMARY.md

Create execution plan to fix root cause. Creates ./.gtd/debug/current/FIX_PLAN.md

Clarify and document bug symptoms. Creates ./.gtd/debug/current/SYMPTOM.md

Complete D365 Finance & Operations debugging framework. Routes symptoms to correct playbook (Finance, SCM, WMS, Batch, Security, Integration, Performance, Reporting). Activates for D365, Dynamics, AX, voucher, posting, batch job, SSRS, DMF, work order, wave, security, can't post, missing, wrong amount, slow, stuck.

Comprehensive guide for working with Debug Adapter Protocol in AIDB

基于 gin-gonic/gin 的企业级 Web 框架增强版，提供开箱即用的 JWT 认证、SSE 实时通信、缓存管理、OpenAPI 文档生成等企业级功能。涵盖选项式路由配置、统一响应格式、中间件管理、安全加固、性能优化等完整开发能力。

Datadog CLI for searching logs, querying metrics, tracing requests, and managing dashboards. Use this when debugging production issues or working with Datadog observability.

Transform AI agents into experts on dbt command-line operations, model selection patterns, Jinja

Assistência em debugging e troubleshooting de aplicações PHP/Laravel incluindo análise de stack traces, logs, erros de banco de dados, problemas de performance, memory leaks, e issues de configuração. Usar para diagnosticar erros, interpretar mensagens de exceção, identificar causas raiz, e propor soluções.

CLI serve (Bun) ←── WebSocket ──→ Plugin UI (ui.ts) ←── postMessage ──→ Plugin Main (code.ts)

Systematic debugging approach for ANY codebase, ANY language, ANY bug type. Use when facing unexpected behavior, crashes, performance issues, or intermittent problems.

Guide for debugging distributed training issues in AReaL. Use when user encounters hangs, wrong results, OOM, or communication errors.

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Systematic debugging strategies, troubleshooting methodologies, and problem-solving techniques for code and system issues. Use when the user encounters bugs, errors, or unexpected behavior and needs help diagnosing and resolving problems.

Systematically debug issues in PhotoClove by examining code, state, logs, and data flow. Automatically invoked when investigating bugs, errors not working as expected, or tracing problems through the codebase. Uses structured debugging approach to identify root causes.

Debug the Copilot Knowledge service - investigate sync failures, schema mismatches, and data issues between tenants.

Systematic debugging techniques including error classification, root cause analysis (5 Whys), reproduction strategies, and error documentation. Use when debugging errors, investigating failures, analyzing stack traces, fixing bugs, or documenting errors in error-log.md. (project)

Use when fixing a bug or analyzing a stack trace. Enforces systematic debugging methodology to prevent shotgun debugging and verify fixes.

Root cause analysis with dependency tracing and call stack analysis

debug-service

1. **Verify auth**: `hawk auth access-token > /dev/null || echo "Run 'hawk login' first"`

Automates Tauri WebView debugging using official plugins (tauri-plugin-log + screenshots) with process verification, automated screenshots, console logs, and state analysis. Use when debugging Tauri apps, investigating WebView issues, analyzing runtime errors, or troubleshooting UI problems.

Diagnose bugs, analyze stack traces, provide fixes

Troubleshooting guide for Claude Code issues. Use when Claude behaves unexpectedly, tools fail, sessions hang, or you need to diagnose problems. Covers diagnostics, common issues, and recovery procedures.

Diagnoses and resolves issues with Flux GitOps deployments, Kubernetes pods, services, and HelmReleases in the Superbloom cluster

Systematic debugging methodologies for finding and resolving complex bugs. Use PROACTIVELY when encountering difficult bugs, mysterious failures, or issues that resist simple fixes. MUST BE USED when debugging spans multiple files, involves race conditions, or has eluded initial investigation attempts.

Use when Konflux pipelines fail, are stuck, timeout, or show errors like ImagePullBackOff. Covers PipelineRun failures, TaskRun issues (Pending, Failed, stuck Running), build errors, and systematic debugging of Tekton pipeline problems using kubectl and logs.

Debugging workflows for Python (pdb, debugpy), Go (delve), Rust (lldb), and Node.js, including container debugging (kubectl debug, ephemeral containers) and production-safe debugging techniques with distributed tracing and correlation IDs. Use when setting breakpoints, debugging containers/pods, remote debugging, or production debugging.

Debugging araçları - console, debugger, network, profiling.

Use when investigating errors, analyzing stack traces, or finding root causes of unexpected behavior. Invoke for error investigation, troubleshooting, log analysis, root cause analysis.

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Given outputs from 5 research sub-agents (time-sliced or partitioned), validate and synthesize them into a coherent, citation-backed Markdown deep research report with deduplication, contradiction handling, and explicit debug visibility when inputs are missing or malformed.

Expert guidance for distributed training with DeepSpeed - ZeRO optimization stages, pipeline parallelism, FP16/BF16/FP8, 1-bit Adam, sparse attention

Automated dependency conflict detection and resolution. Detects local vs CI environment mismatches, compares versions, and generates pinning recommendations. Run as pre-push check to catch issues early.

Breakpoints, fluid typography, container queries ve modern CSS features.

체계적인 디버깅(Systematic Debugging) 절차를 통해 버그의 원인을 찾고 해결합니다. (Source: obra/superpowers)

This skill should be used when the user asks to 'debug', 'fix bug', 'investigate error', 'why is it broken', 'trace root cause', 'find the bug', or needs systematic bug investigation and fixing with verification-driven methodology using ralph loops.

DEBUG keyboard shortcuts not working, conflicting hotkeys, and event handling issues. Fix when Ctrl+Z, Ctrl+S, or other shortcuts fail. Use for global keyboard handlers, event conflicts, and shortcut key debugging.

DEBUG Pomodoro timer state issues, incorrect countdown behavior, and timer synchronization problems. Fix when timer won't start, time display is wrong, or timer gets stuck. Use for timer state management, countdown logic, and session persistence.

将系统设计分解为可执行、可追踪的开发任务。

Use when creating, modifying, or debugging Buildkite pipeline YAML files - ensures current syntax from official docs, validates configurations before proposing changes, and references Buildkite best practices instead of relying on training data