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Map crash callstacks to source code lines, identify likely causes, and suggest fixes based on crash patterns. Use when investigating crashes, analyzing minidumps, or debugging fatal errors. Triggers on "crash analysis", "callstack", "minidump", "cras...
Security-focused review of a dependency update. Use when reviewing dependency bumps, library upgrades, or evaluating a new dependency.
Controls interactive CLI tools (vim, git rebase -i, REPLs) through tmux detached sessions and send-keys. Use when running tools requiring terminal interaction, programmatic editor control, or orchestrating Claude Code sessions. Triggers include "inte...
Retrieve real-time hardware metrics from Apple Silicon Macs using mactop's TOON format. Provides CPU, RAM, GPU, power, thermal, network, disk I/O, and Thunderbolt bus information. Use when the user wants system stats, hardware monitoring, or performa...
Transcribe audio/video with AssemblyAI (local upload or URL), plus subtitles + paragraph/sentence exports.
Use when implementation is complete, all tests pass, and you need to decide how to integrate the work - guides completion of development work by presenting structured options for merge, PR, or cleanup
Ruby code style conventions. Use when writing, reviewing, or refactoring Ruby code. Use when user says "write a Ruby script", "refactor this Ruby", "review this code", or works in .rb files.
Generate test cases for user flows and e2e testing. Use when user wants test cases, QA scenarios, or says 'generate test cases', 'write test cases', 'QA this feature', 'e2e tests', or needs comprehensive test coverage for a feature.
REST Assured Java library for testing REST APIs. Covers HTTP requests, JSON/XML validation, and Spring Boot integration. USE WHEN: user mentions "rest assured", "api test java", "rest api test", asks about "given when then", "RestAssured", "HTTP tes...
Markdown linting and automated fixing using markdownlint-cli2. Use when Claude needs to: (1) Check markdown files for style issues, (2) Fix markdown formatting problems, (3) Ensure markdown follows best practices, (4) Validate markdown documents, or...
Transcribe audio to text with Whisper models via inference.sh CLI. Models: Fast Whisper Large V3, Whisper V3 Large. Capabilities: transcription, translation, multi-language, timestamps. Use for: meeting transcription, subtitles, podcast transcripts,...
Analyze images/audio/video with Gemini API. Generate images (Imagen 4), videos (Veo 3). Use for vision analysis, transcription, OCR, design extraction, multimodal AI.
Fetch current API and SDK documentation with the chub CLI. Use when writing or reviewing code against fast-changing APIs, especially when the user asks for the latest or current docs.
Enforces official Claude Code component standards. Use when creating skills, agents, commands, or hooks. Validates existing components and offers remediation. Implements the "one skill = one specialized agent" architecture pattern.
Use the `json_repair` Python library to fix invalid/malformed JSON, especially output from LLMs. Trigger this skill whenever you encounter broken JSON strings, need to parse unreliable JSON from model outputs, want a drop-in replacement for json.load...
Generate database schema designs with ER diagrams, normalization analysis, access pattern mapping, and migration strategies. Use when the user wants to design a database from requirements.
Generate AWS EC2 instance configurations, launch templates, Auto Scaling Groups, user data scripts, and AMI configurations. Use when the user wants to set up EC2 instances or auto-scaling infrastructure.
Performs deep analysis and problem solving using multi-dimensional thinking (technical, business, user, system). Use when the user requests thorough analysis, architectural or strategic decisions, complex problem solving, or explicit "ultra-think" /...
Preflight App Store submissions, submit builds, and monitor review status with asc. Use when shipping or troubleshooting review submissions.
Automate Sentry tasks via Rube MCP (Composio): manage issues/events, configure alerts, track releases, monitor projects and teams. Always search tools first for current schemas.
Automate Gmail tasks via Rube MCP (Composio): send/reply, search, labels, drafts, attachments. Always search tools first for current schemas.
Create high-quality Pull Requests with conventional commits and proper descriptions. Trigger: When creating PRs, writing PR descriptions, or using gh CLI for pull requests.
Guide for SvelteKit Remote Functions. Use this skill by default for all SvelteKit projects doing type-safe client-server communication with query (data fetching), form (progressive enhancement), command (imperative actions), or data invalidation/refr...
The functional options pattern for Go constructors and public APIs. Use when designing APIs with optional configuration, especially with 3+ parameters.
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