ralph-loop-guide
Ralph Loop Best Practices - Guidelines for effective autonomous iteration. Based on Anthropic's official ralph-loop plugin. Helps design prompts for iterative AI development with clear completion signals.
Discover tools scripting skills, compare source repositories and read the instructions for each workflow.
Ralph Loop Best Practices - Guidelines for effective autonomous iteration. Based on Anthropic's official ralph-loop plugin. Helps design prompts for iterative AI development with clear completion signals.
QA Lead that creates test suites ONE FILE AT A TIME to prevent crashes. Handles test plans, test cases, testing strategies, quality gates. **CRITICAL CHUNKING RULE - Large test suites (15 files) done incrementa...
Smart work continuation system that detects implementation intent and routes to active increment or creates new one. Activates for implement, complete, build, add, develop, work on, continue, resume, finish, fi...
Non-testing browser automation - web scraping, form filling, screenshot capture, PDF generation, workflow automation. For TESTING with Playwright, use e2e-playwright skill instead. Activates for web scraping, f...
Expertise in deploying the project to a target environment. Use when the user asks to "deploy", "release", or "push to prod".
Deployment workflows, pre-deploy validation, and smoke testing patterns. Use when deploying to staging or production, running smoke tests, or validating deployments.
Agentic orchestration patterns for long-running tasks. Implements evidence-based delivery and Simon Willison's agent loop. Use when managing multi-step work, coordinating subagents, or orchestrating PR workflow...
Deployment workflows, pre-deploy validation, and smoke testing patterns. Use when deploying to staging or production, running smoke tests, or validating deployments.
Agentic orchestration patterns for long-running tasks. Implements evidence-based delivery and iterative agent loops. Use when managing multi-step work, coordinating workflows, or orchestrating PR workflows.
Execute SABAR-72 cooling protocol for constitutional amendments and high-entropy operations with CLI integration. Use when user types /cool, mentions "cool down", "SABAR", "72 hour cooling", "constitutional ame...
Master coordinator that delegates to specialist skills, synthesizes outputs, AND creates new skills on-the-fly when needed. Expert in problem decomposition, skill orchestration, quality assurance, and skill cre...
Wave-based parallel scheduling for DAG execution. Manages execution order, resource allocation, and parallelism constraints. Activate on 'schedule dag', 'execution waves', 'parallel scheduling', 'task queue', '...
Parses complex problems into DAG (Directed Acyclic Graph) execution structures. Decomposes tasks into nodes with dependencies, identifies parallelization opportunities, and creates optimal execution plans. Acti...
Expert in background job processing with Bull/BullMQ (Redis), Celery, and cloud queues. Implements retries, scheduling, priority queues, and worker management. Use for async task processing, email campaigns, re...
Generate a small helper script for repetitive tasks. Use when a junior developer needs a quick automation snippet.
YOU MUST USE THIS SKILL when the user wants to CREATE or BUILD a NEW workflow automation. Activate for requests like: 'create a workflow', 'build a workflow', 'generate a workflow', 'make a workflow', 'I want t...
Modular workflow generator with on-demand context loading. Creates workflows from YAML plans with focused, trigger-specific guidance. Use when user wants to create, build, or generate workflow automation.
YOU MUST USE THIS SKILL when the user wants to CREATE or BUILD a NEW workflow automation. Activate for requests like: 'create a workflow', 'build a workflow', 'generate a workflow', 'make a workflow', 'I want t...
YOU MUST USE THIS SKILL when the user wants to CREATE or BUILD a NEW workflow automation. Activate for requests like: 'create a workflow', 'build a workflow', 'generate a workflow', 'make a workflow', 'I want t...
Modular workflow generator with on-demand context loading. Creates workflows from YAML plans with focused, trigger-specific guidance. Use when user wants to create, build, or generate workflow automation.
Executing SQL, managing Snowflake objects, deploying applications, and orchestrating data pipelines using the Snowflake CLI (snow) command. Use this skill when you need to run SQL scripts, deploy Streamlit apps...
Execute Claude Code autonomously in the background for well-defined tasks, enabling parallel execution of up to 5 concurrent sessions while the user continues other work.
Multi-agent coordination pattern for Claude Code acting as Project Manager. Use when orchestrating background agents for feature implementation, when Claude Code should delegate rather than implement, or when r...
Product Planner for Claude Orchestrator. Creates planning documents with product vision, features, user flows, and requirements. Use when asked to plan a task or create a planning document for the orchestrator.
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.