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Analyze tasks upfront before execution. Predict task category, identify key files, assess risk level, and detect high-consequence operations. Use proactively when any task description is provided to guide execu...
Use this skill to coordinate agent execution, validate sequential workflow compliance, and manage agent handoffs. This skill provides deterministic coordination between agents using bash scripts and validation...
This skill should be used when the user wants to monitor a website for changes, availability, or specific conditions. Use this skill for tasks like tracking product stock, monitoring appointment slots, watching...
Create Docker configurations and deployment workflows for Scrapy projects when containerizing spiders or deploying to production. Generates Dockerfiles, docker-compose setups, and orchestration configurations.
Orchestrates complete end-to-end feature delivery workflow from requirements to production-ready code. Chains architecture, standards, PM, dev, and QA skills automatically with comprehensive reporting.
Generate comprehensive multi-approach strategies before execution. Extract domain knowledge, create alternative approaches, identify failure modes, and develop risk-aware plans. Use proactively for complex task...
Interactive workflow design advisor for Power Automate, n8n, Make, Zapier and other platforms. Guides users through planning automation workflows with smart questions about triggers, actions, data flow, and err...
How to use Claude Code with GitHub Actions and GitLab CI/CD for automated workflows. Use when user asks about CI/CD integration, GitHub Actions, GitLab pipelines, or automated development workflows.
Advise on choosing between Skills, Commands, Subagents, and Hooks for Claude Code. Analyze user requirements and recommend the appropriate artifact type with justification. Use when user asks "should I use a sk...
Guide Hook creation with mandatory security review checklist, event selection, and safety validation. Hooks execute arbitrary commands automatically and require careful security consideration. Use when creating...
How to create and configure hooks in Claude Code for automated validation, transformations, and lifecycle event handling. Use when user asks about hooks, event automation, pre/post tool execution, session manag...
Multi-agent orchestration for comprehensive frontend + backend improvements. Use when user requests "improve the app", "optimize functionality", "make it perfect", or "enhance the system". Deploys specialized a...
Guide creation of Claude Code Commands with step-by-step workflows, argument handling, frontmatter configuration, and testing. Ensures Commands follow best practices and correct YAML structure. Use when creatin...
Atomic command primitives for BMAD operations. Provides type-safe, testable wrappers around file operations and test execution with structured JSON I/O and built-in telemetry. This skill should be used when BMA...
Use when starting work with Shannon CLI or need to understand available commands - introduces shannon analyze, wave, do, exec commands, explains when to use each, guides installation and basic workflows
Handle common execution failures with specialized recovery strategies. Fix syntax errors, import/dependency issues, path/file problems, permission denial, and connection timeouts. Use proactively when encounter...
Implement Scrapy pipeline patterns for data processing, validation, cleaning, and storage when processing scraped items. Automatically creates pipelines for common data workflows including CSV, JSON, database e...
Use when creating files, implementing features, or executing development tasks - guides shannon do command usage, dashboard integration, caching behavior, when to use vs shannon exec or shannon analyze
Use this skill when you need to invoke another Claude Code session via the cli-agent-runner.sh script to perform specialized, potentially long-running tasks in a simplified way. This wrapper handles session man...
Generate scripts for educational videos, presentations, interactive activities, and multimedia content supporting learning objectives. Use when creating video scripts, presentation outlines, or interactive elem...
Automatically applies when writing Python functions that call async operations. Ensures proper async/await pattern usage (not asyncio.run) to prevent event loop errors.
Branch skill for building and improving hooks. Use when creating new hooks, adapting marketplace hooks, validating hook structure, writing hook scripts, or improving existing hooks. Triggers: 'create hook', 'im...
Multi-agent orchestration system for coordinating parallel development work. Use when managing complex multi-workstream development, triaging failures, or coordinating parallel agent work.
Master Temporal workflow orchestration using the Python SDK. Use PROACTIVELY for workflow design, microservice orchestration, long-running processes, saga pattern implementation, distributed transactions, or an...
The default order uses GitHub repository stars from our indexed data. Stars belong to the source repository and may be shared by multiple skills. They indicate repository interest, not skill installs or an independent quality score.