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Code Review Defect Detection

FlorianBruniaux/claude-code-ultimate-guide

Analyzes code changes to identify concrete defects such as bugs, logic errors, and edge-case failures. A practical assistant for development teams verifying pull requests and code revisions.

Mobile App Runtime Debugger

microsoft/power-platform-skills

Monitors a running mobile app's Metro terminal output to autonomously detect and fix runtime, bundle, and silent errors (empty lists, blank screens, swallowed network failures) by injecting temporary console.log traces at data-path boundaries and editing source files.

Debug Extension Failures

debug-extension

microsoft/power-platform-skills

Diagnose and fix failures in built .ppmplugin controls: crashes, silent no-ops, PCF errors, or incorrect behavior. Investigates symptoms through error codes, manifests, native modules, and dispatch to locate root causes, then applies approved surgical fixes. Use when a control breaks on device.

Debug Failed Flow Run

microsoft/power-platform-skills

Debug a failed Power Automate flow run. Use when a flow run has failed, returned errors, or you need to troubleshoot a run. Diagnoses root causes, separates root cause from cascading failures, classifies error types (connection, expression, API, timeout, etc.), suggests concrete fixes, and can re-test runs after applying a patch.

Runtime Failure Diagnosis

FlorianBruniaux/claude-code-ultimate-guide

Diagnose runtime and application failures efficiently. This skill provides structured guidance for debugging crashes, exceptions, and unexpected behavior in deployed applications. Ideal for developers and DevOps engineers troubleshooting production issues.

DeepSeek Reasoning

deepseek-reason

Wraps DeepSeek's deepseek-reasoner model to expose chain-of-thought reasoning separately from the final answer. Enables multi-step reasoning tasks such as proofs, planning, root-cause analysis, and bug triage with explicit thinking output for audit or verification. Handles API key via environment, degrades gracefully when unavailable.

Firmware Penetration Testing

firmware-pentest

zhaoxuya520/reverse-skill

A comprehensive firmware and IoT penetration testing skill following OWASP FSTM. Covers firmware acquisition, static analysis, file system extraction with binwalk/unblob, automated EMBA scanning, system emulation via Firmadyne/QEMU, dynamic debugging, and binary exploitation for ARM/MIPS devices. Ideal for auditing routers, cameras, smart home devices, reproducing IoT CVEs, and discovering embedded 0-days.

Diagnose and Fix Failing Tests

fix-failing-tests

googleapis/mcp-toolbox

A structured debugging skill for the googleapis/mcp-toolbox repository. It guides reading the actual error, establishing what changed, reproducing the failure, isolating the root cause, and then fixing that cause rather than the symptom. Use it when tests or CI jobs are red, a build breaks, many packages fail, or a test passes locally but fails in CI.

Investigate First: Diagnosis Workflow

investigate-first

JuliusBrussee/caveman

This methodology guides developers to diagnose ambiguous failures, intermittent bugs, or performance regressions before implementing any code changes. It emphasizes separating observed symptoms from inferred causes, tracing inputs and state transitions, and ranking hypotheses based on evidence and cheap falsification value. Use this structured approach to ensure fixes are built upon a proven mechanism.

Löve Game Development Core Guide

gamedev-skills/awesome-gamedev-agent-skills

A comprehensive guide for setting up and debugging the fundamental structure of a LÖVE (Love2D) game in Lua. Covers the essential callback loop (love.load, love.update, love.draw), delta-time movement, handling various input types, and managing screen states.

Phaser Game Development Core Concepts

gamedev-skills/awesome-gamedev-agent-skills

This guide covers the fundamental architecture for building and debugging Phaser games. It details the Game configuration, the Scene lifecycle (init, preload, create, update), asset management, camera controls, and robust techniques for inter-scene communication and transitions. Use this when structuring any complex Phaser application.

PixiJS v8 Rendering Setup

pixijs-rendering

gamedev-skills/awesome-gamedev-agent-skills

Configure and build PixiJS v8 render layers by creating async Applications, loading textures via Assets, composing scene graphs with Containers and Sprites, driving ticker loops, handling pointer events, and grouping draws with render groups. Use this skill for initializing PixiJS v8 projects, debugging canvas issues, and managing 2D graphics rendering pipelines.

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