CommunityRecherche & Datenanalysegithub.com

wshobson/debugging-strategien

Beherrsche systematische Debugging-Techniken, Profiling-Tools und Ursachenanalyse, um Fehler effizient in jeder Codebasis oder jedem Technologie-Stack aufzuspüren. Verwende dies bei der Untersuchung von Fehlern, Leistungsproblemen oder unerwartetem Verhalten.

Was ist debugging-strategien?

Dieses Skill ermöglicht es Entwicklern und KI-Agenten, systematische Debugging-Strategien anzuwenden, um Fehler, Leistungsengpässe und unerwartetes Verhalten in jeder Codebasis oder Technologieumgebung effizient zu identifizieren und zu beheben. Es umfasst Techniken zur Ursachenanalyse, den Einsatz von Profiling-Tools (z. B. für CPU, Speicher oder I/O) sowie strukturierte Methoden wie binäre Suche, Log-Analyse und schrittweise Isolation. Der Skill ist plattformunabhängig und unterstützt gängige Entwicklungsumgebungen wie Cursor, Codex und Claude Code, indem er detaillierte Workflows und Checklisten bereitstellt. Ziel ist es, Debugging von einer reaktiven Fehlersuche in einen vorhersagbaren, wiederholbaren Prozess zu verwandeln, der die Entwicklungszeit verkürzt und die Codequalität verbessert.

Funktioniert mit~Claude Code~Codex CLI~Cursor
npx skills add https://github.com/wshobson/agents/tree/main/skills/debugging-strategies

Installed? Explore more Recherche & Datenanalyse skills: affaan-m/uspto-database, affaan-m/scholar-evaluation, affaan-m/literature-review · View all 6 →

Original anzeigen→Alle Skills durchsuchen

In Ihrer bevorzugten KI fragen

Öffnet einen neuen Chat, in dem dieser Agent-Skill bereits geladen ist.

OpenAIChatGPTClaudeClaudeGeminiGeminiGrokGrokPerplexityPerplexityDeepSeekDeepSeek

Dokumentation

Was macht debugging-strategien?

Beherrsche systematische Debugging-Techniken, Profiling-Tools und Ursachenanalyse, um Fehler effizient in jeder Codebasis oder jedem Technologie-Stack aufzuspüren. Verwende dies bei der Untersuchung von Fehlern, Leistungsproblemen oder unerwartetem Verhalten.

Einführung

Dieses Skill bietet eine strukturierte Sammlung von Methoden und Werkzeugen zur Fehlersuche und -behebung, die auf jede Programmiersprache und jedes Framework anwendbar sind.

Kernstrategien

  1. Ursachenanalyse: Verwende git bisect, gdb, oder strace, um die Wurzel eines Problems zu ermitteln.
  2. Binäre Suche: Teile den Code oder die Eingabedaten schrittweise, um den fehlerhaften Abschnitt zu isolieren.
  3. Log-Analyse: Durchsuche Protokolldateien mit Tools wie grep, awk oder strukturierten Logging-Plattformen.
  4. Profiling: Nutze perf, py-spy, valgrind oder Browser-DevTools, um Engpässe zu identifizieren.

Unterstützte Plattformen

  • Claude Code: Nutze das Skill, um Debugging-Abläufe automatisiert zu steuern.
  • Cursor: Integriere die Strategien in KI-gestützte Code-Interaktionen.
  • Codex: Verwende die Methoden für schnelle Fehleranalyse in Codegenerierung.

Beispiel-Workflow

1. Fehler beschreiben: "Die API gibt einen 500er Fehler bei POST /users"
2. Reproduktionsschritte identifizieren: Anfrage mit minimalen Daten wiederholen
3. Hypothesen aufstellen: "Möglicherweise fehlt ein Datenbankfeld"
4. Tools einsetzen: `curl -v` und Server-Logs prüfen
5. Fehler isolieren: Binäre Suche im Request-Handler
6. Korrektur implementieren: Fehlendendes Feld hinzufügen
7. Validieren: Test wiederholen und Log-Überwachung

Tipps zur Fehlerbehebung

  • Nicht raten: Dokumentiere jeden Schritt und jede Hypothese.
  • Minimales Beispiel erstellen: Reduziere das Problem auf das Wesentliche.
  • Fremdcode überprüfen: Libraries und Dependencies nicht als fehlerfrei annehmen.
  • Umgebungsunterschiede beachten: Produktion vs. Entwicklung = unterschiedliche Konfigurationen.

Weitere Details findest du in der offiziellen Dokumentation.

Individual skills in this repo

This repo contains 20 individual skills — each has its own dedicated page.

wshobson/accessibility-compliance

Implement WCAG 2.2 compliant interfaces with mobile accessibility, inclusive design patterns, and assistive technology support. Use when auditing accessibility, implementing ARIA patterns, building for screen readers, or ensuring inclusive user experiences.

wshobson/airflow-dag-patterns

Build production Apache Airflow DAGs with best practices for operators, sensors, testing, and deployment. Use when creating data pipelines, orchestrating workflows, or scheduling batch jobs.

wshobson/angular-migration

Migrate from AngularJS to Angular using hybrid mode, incremental component rewriting, and dependency injection updates. Use when upgrading AngularJS applications, planning framework migrations, or modernizing legacy Angular code.

wshobson/anti-reversing-techniques

Understand anti-reversing, obfuscation, and protection techniques encountered during software analysis. Use this skill when analyzing malware evasion techniques, when implementing anti-debugging protections for CTF challenges, when reverse engineering packed binaries, or when building security research tools that need to detect virtualized environments.

wshobson/api-design-principles

Master REST and GraphQL API design principles to build intuitive, scalable, and maintainable APIs that delight developers. Use when designing new APIs, reviewing API specifications, or establishing API design standards.

wshobson/architecture-decision-records

Write and maintain Architecture Decision Records (ADRs) following best practices for technical decision documentation. Use when documenting significant technical decisions, reviewing past architectural choices, or establishing decision processes.

wshobson/architecture-patterns

Implement proven backend architecture patterns including Clean Architecture, Hexagonal Architecture, and Domain-Driven Design. Use this skill when designing clean architecture for a new microservice, when refactoring a monolith to use bounded contexts, when implementing hexagonal or onion architecture patterns, or when debugging dependency cycles between application layers.

wshobson/async-python-patterns

Master Python asyncio, concurrent programming, and async/await patterns for high-performance applications. Use when building async APIs, concurrent systems, or I/O-bound applications requiring non-blocking operations.

wshobson/attack-tree-construction

Build comprehensive attack trees to visualize threat paths. Use when mapping attack scenarios, identifying defense gaps, or communicating security risks to stakeholders.

wshobson/auth-implementation-patterns

Master authentication and authorization patterns including JWT, OAuth2, session management, and RBAC to build secure, scalable access control systems. Use when implementing auth systems, securing APIs, or debugging security issues.

wshobson/avoid-ai-writing

Audit and rewrite prose so it stops reading as machine-generated. Use this skill when asked to remove AI-isms, clean up AI writing, edit a draft for AI tells, audit a README, changelog, release note, PR description, or blog post for machine-sounding prose, or make text sound less like AI. Supports a detect-only mode, a rewrite mode, and an edit-in-place mode, with optional voice and context profiles.

wshobson/backtesting-frameworks

Build robust backtesting systems for trading strategies with proper handling of look-ahead bias, survivorship bias, and transaction costs. Use when developing trading algorithms, validating strategies, or building backtesting infrastructure.

wshobson/bash-defensive-patterns

Master defensive Bash programming techniques for production-grade scripts. Use when writing robust shell scripts, CI/CD pipelines, or system utilities requiring fault tolerance and safety.

wshobson/bats-testing-patterns

Master Bash Automated Testing System (Bats) for comprehensive shell script testing. Use when writing tests for shell scripts, CI/CD pipelines, or requiring test-driven development of shell utilities.

wshobson/bazel-build-optimization

Optimize Bazel builds for large-scale monorepos. Use when configuring Bazel, implementing remote execution, or optimizing build performance for enterprise codebases.

wshobson/before-you-build

Pre-build product and feature risk review for founders, product managers, and AI-assisted builders. Use this skill when the user is about to build a landing page, MVP, SaaS product, internal tool, agent workflow, or major feature and needs to check demand, positioning, monetization, retention, trust, distribution, and adoption risk before implementation starts.

wshobson/billing-automation

Build automated billing systems for recurring payments, invoicing, subscription lifecycle, and dunning management. Use when implementing subscription billing, automating invoicing, or managing recurring payment systems.

wshobson/binary-analysis-patterns

Master binary analysis patterns including disassembly, decompilation, control flow analysis, and code pattern recognition. Use when analyzing executables, understanding compiled code, or performing static analysis on binaries.

wshobson/block-no-verify-hook

Configure a PreToolUse hook to prevent AI agents from skipping git pre-commit hooks with --no-verify and other bypass flags. Use when setting up Claude Code projects that enforce commit quality gates.

wshobson/brand-landingpage

Brand-first landing page designer — runs a brand-identity interview (colors, typography, shape language), then generates and iterates on a polished landing page via Stitch with deployment-ready HTML. Use when the user asks to create, design, or build a landing page, homepage, or marketing page and has no established visual direction. Skip when they have a design mockup, need a dashboard or app UI, are working at component level, building a multi-page app, or restyling with known design tokens — use frontend-design instead.

Verwandte Skills

affaan-m/uspto-database

USPTO patent and trademark data workflow for official record lookup, PatentSearch queries, TSDR checks, assignment data, and reproducible IP research logs.

community

affaan-m/scholar-evaluation

Structured scholarly-work evaluation for papers, proposals, literature reviews, methods sections, evidence quality, citation support, and research-writing feedback.

community

affaan-m/literature-review

Systematic literature-review workflow for academic, biomedical, technical, and scientific topics, including search planning, source screening, synthesis, citation checks, and evidence logging.

community

affaan-m/everything-claude-code

The agent harness performance optimization system. Skills, instincts, memory, security, and research-first development for Claude Code, Codex, Opencode, Cursor and beyond.

community

forrestchang/andrej-karpathy-skills

Agent skill repository discovered by 10x-chat research.

community

langgenius/backend-code-review

Review backend code for quality, security, maintainability, and best practices based on established checklist rules. Use when the user requests a review, analysis, or improvement of backend files (e.g., `.py`) under the `api/` directory. Do NOT use for frontend files (e.g., `.tsx`, `.ts`, `.js`). Supports pending-change review, code snippets review, and file-focused review.

community
← More Recherche & Datenanalyse skills