Automation

Prevent request timeouts in Claude Code sessions by chunking long operations, implementing progress checkpoints, using background processes, and optimizing tool usage patterns. Use when performing bulk operations, processing large datasets, running long-running commands, downloading multiple files, or executing tasks that exceed 2-minute timeout limits. Implements strategies like task decomposition, incremental processing, parallel execution, checkpoint-resume patterns, and efficient resource management to ensure reliable completion of complex workflows.

Comprehensive multi-AI code review system for Python, JavaScript, and TypeScript. Use when reviewing code for quality, security, performance, or best practices. Includes automated analysis scripts, language-specific patterns, and AI collaboration workflows for complex decisions.

Self-improving AI system for distressed property lead generation. Monitors performance, spawns specialized skills to fix bottlenecks, runs A/B tests, and continuously optimizes lead conversion. Use when building or optimizing lead generation workflows, analyzing pipeline metrics, or creating automated lead intelligence systems.

Enable Claude to orchestrate complex tasks by spawning and managing specialized sub-agents for parallel or sequential decomposition. Use when tasks have clear independent subtasks, require specialized approaches for different components, benefit from parallel processing, need fault isolation, or involve complex state management across multiple steps. Best for data pipelines, code analysis workflows, content creation pipelines, and multi-stage processing tasks.

Transforms workflow to use Manus-style persistent markdown files for planning, progress tracking, and knowledge storage. Use when starting complex tasks, multi-step projects, research tasks, or when the user mentions planning, organizing work, tracking progress, or wants structured output.

Execute tasks efficiently with minimal explanations. Deliver results first, explanations only when needed. Optimized for action-focused workflows and ADHD-friendly responses.

Write focused tests for core user flows and critical paths using Pest framework, with minimal tests during development and strategic coverage at completion points. Use this skill when creating or editing test files in tests/Feature/ or tests/Unit/ directories, when writing Pest tests with descriptive names, when testing critical user workflows and business logic, when mocking external dependencies, when implementing fast unit tests, when testing behavior rather than implementation details, or when deciding what needs test coverage at feature completion.

Define and run tool-calling patterns for LLMs (schema design, call loops, validation, parallel calls). Use when building function/tool calling workflows or debugging tool selection and arguments; triggers: tool-calling, function-calling, tool schema, tool declaration, parallel function calling.

This skill should be used when estimating development time for Jira tickets. It provides both manual and AI-assisted estimates with T-shirt sizes, story points, and phase-by-phase time breakdowns based on task type classification, complexity scoring, and project architecture (monolithic/serverless/frontend/fullstack/mobile/test_automation).

Kailash DataFlow - zero-config database framework with automatic model-to-node generation. Use when asking about 'database operations', 'DataFlow', 'database models', 'CRUD operations', 'bulk operations', 'database queries', 'database migrations', 'multi-tenancy', 'multi-instance', 'database transactions', 'PostgreSQL', 'MySQL', 'SQLite', 'MongoDB', 'pgvector', 'vector search', 'document database', 'RAG', 'semantic search', 'existing database', 'database performance', 'database deployment', 'database testing', or 'TDD with databases'. DataFlow is NOT an ORM - it generates 11 workflow nodes per SQL model, 8 nodes for MongoDB, and 3 nodes for vector operations.

Use this skill when implementing glamour/appearance automation in SND macros using the Glamourer plugin. Covers glamour application, design management, and appearance state.

ROS 2 node templates and message types for robotics development. Use when creating ROS 2 nodes, understanding message types, or writing publisher/subscriber patterns.

Interactive UI/visual QA workflows using Playwright MCP for test generation, accessibility audits, visual regression, and cross-browser testing

Standard Operating Procedure for /implement phase. TDD workflow, anti-duplication checks, task execution, and continuous testing.

Browser automation scripts for testing, screenshots, and web interaction. 16 scripts with persistent state.

Guide for versioning and releasing Claude Code plugins. Covers semantic versioning, CHANGELOG maintenance, and the automated release workflow.

Tests local web applications using browser automation for UI verification, form testing, and screenshot capture. Use when validating frontend functionality, debugging UI behavior, or performing visual regression testing. Triggers on test requests, UI verification, or screenshot capture needs.

Mandatory workflow for ending AI coding sessions. Ensures work is captured, quality gates are met, and changes are synchronized before handoff.

Auto-invoked when user mentions "n8n workflow", "n8n project", "sync workflows", "push workflow", "workflow automation", or discusses n8n node configuration. Provides guidance on n8n workflow structure, editing JSON workflows programmatically, and best practices.

Agent orchestration patterns for the Pomodoro Time Tracker. Activates for multi-agent tasks, test failures, or complex implementations.