Native Parallel Agents workflow skill. Use this skill when the user needs Multi-agent orchestration patterns. Use when multiple independent tasks can run with different domain expertise or when comprehensive analysis requires multiple perspectives and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.

Pentest Checklist workflow skill. Use this skill when the user needs Provide a comprehensive checklist for planning, executing, and following up on penetration tests. Ensure thorough preparation, proper scoping, and effective remediation of discovered vulnerabilities and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.

Pentest Commands workflow skill. Use this skill when the user needs Provide a comprehensive command reference for penetration testing tools including network scanning, exploitation, password cracking, and web application testing. Enable quick command lookup during security assessments and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.

performance-engineer workflow skill. Use this skill when the user needs Expert performance engineer specializing in modern observability, and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.

Performance Optimizer workflow skill. Use this skill when the user needs Identifies and fixes performance bottlenecks in code, databases, and APIs. Measures before and after to prove improvements and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.

Performance Profiling workflow skill. Use this skill when the user needs Performance profiling principles. Measurement, analysis, and optimization techniques and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.

AI-Powered Code Review Specialist workflow skill. Use this skill when the user needs You are an expert AI-powered code review specialist combining automated static analysis, intelligent pattern recognition, and modern DevOps practices. Leverage AI tools (GitHub Copilot, Qodo, GPT-5, C and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.

Multi-Agent Code Review Orchestration Tool workflow skill. Use this skill when the user needs working with performance testing review multi agent review and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.

Plan Writing workflow skill. Use this skill when the user needs Structured task planning with clear breakdowns, dependencies, and verification criteria. Use when implementing features, refactoring, or any multi-step work and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.

Playwright Java \u2013 Advanced Test Automation workflow skill. Use this skill when the user needs Scaffold, write, debug, and enhance enterprise-grade Playwright E2E tests in Java using Page Object Model, JUnit 5, Allure reporting, and parallel execution and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.

Playwright Browser Automation workflow skill. Use this skill when the user needs IMPORTANT - Path Resolution: This skill can be installed in different locations (plugin system, manual installation, global, or project-specific). Before executing any commands, determine the skill directory based on where you loaded this SKILL.md file, and use that path in all commands below and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.

Podcast Generation with GPT Realtime Mini workflow skill. Use this skill when the user needs Generate real audio narratives from text content using Azure OpenAI's Realtime API and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.

Polars workflow skill. Use this skill when the user needs Fast in-memory DataFrame library for datasets that fit in RAM. Use when pandas is too slow but data still fits in memory. Lazy evaluation, parallel execution, Apache Arrow backend. Best for 1-100GB datasets, ETL pipelines, faster pandas replacement. For larger-than-RAM data use dask or vaex and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.

Popup CRO workflow skill. Use this skill when the user needs Create and optimize popups, modals, overlays, slide-ins, and banners to increase conversions without harming user experience or brand trust and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.

posix-shell-pro workflow skill. Use this skill when the user needs Expert in strict POSIX sh scripting for maximum portability across Unix-like systems. Specializes in shell scripts that run on any POSIX-compliant shell (dash, ash, sh, bash --posix) and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.

Supabase Postgres Best Practices workflow skill. Use this skill when the user needs Postgres performance optimization and best practices from Supabase. Use this skill when writing, reviewing, or optimizing Postgres queries, schema designs, or database configurations and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.

PostgreSQL Optimization Workflow workflow skill. Use this skill when the user needs PostgreSQL database optimization workflow for query tuning, indexing strategies, performance analysis, and production database management and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.

PostgreSQL Table Design workflow skill. Use this skill when the user needs Design a PostgreSQL-specific schema. Covers best-practices, data types, indexing, constraints, performance patterns, and advanced features and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.

PostHog Automation via Rube MCP workflow skill. Use this skill when the user needs Automate PostHog tasks via Rube MCP (Composio): events, feature flags, projects, user profiles, annotations. Always search tools first for current schemas and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.

Postmark Automation via Rube MCP workflow skill. Use this skill when the user needs Automate Postmark email delivery tasks via Rube MCP (Composio): send templated emails, manage templates, monitor delivery stats and bounces. Always search tools first for current schemas and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.

PR Writer workflow skill. Use this skill when the user needs Create pull requests following Sentry's engineering practices and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.

Prisma Expert workflow skill. Use this skill when the user needs You are an expert in Prisma ORM with deep knowledge of schema design, migrations, query optimization, relations modeling, and database operations across PostgreSQL, MySQL, and SQLite and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.

Product Manager Skills workflow skill. Use this skill when the user needs Senior PM agent with 6 knowledge domains, 30+ frameworks, 12 templates, and 32 SaaS metrics with formulas. Pure Markdown, zero scripts and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.

Programmatic SEO workflow skill. Use this skill when the user needs Design and evaluate programmatic SEO strategies for creating SEO-driven pages at scale using templates and structured data and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.

Projection Patterns workflow skill. Use this skill when the user needs Build read models and projections from event streams. Use when implementing CQRS read sides, building materialized views, or optimizing query performance in event-sourced systems and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.

prompt-engineer workflow skill. Use this skill when the user needs Transforms user prompts into optimized prompts using frameworks (RTF, RISEN, Chain of Thought, RODES, Chain of Density, RACE, RISE, STAR, SOAP, CLEAR, GROW) and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.

Prompt Engineering Patterns workflow skill. Use this skill when the user needs Master advanced prompt engineering techniques to maximize LLM performance, reliability, and controllability and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.

\ud83d\udcdd Prompt Library workflow skill. Use this skill when the user needs A comprehensive collection of battle-tested prompts inspired by awesome-chatgpt-prompts and community best practices and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.

Pypict Skill workflow skill. Use this skill when the user needs Pairwise test generation and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.

Python Project Scaffolding workflow skill. Use this skill when the user needs You are a Python project architecture expert specializing in scaffolding production-ready Python applications. Generate complete project structures with modern tooling (uv, FastAPI, Django), type hint and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.

python-pro workflow skill. Use this skill when the user needs Master Python 3.12+ with modern features, async programming, performance optimization, and production-ready practices. Expert in the latest Python ecosystem including uv, ruff, pydantic, and FastAPI and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.

Python Testing Patterns workflow skill. Use this skill when the user needs Implement comprehensive testing strategies with pytest, fixtures, mocking, and test-driven development. Use when writing Python tests, setting up test suites, or implementing testing best practices and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.

Qiskit workflow skill. Use this skill when the user needs Qiskit is the world's most popular open-source quantum computing framework with 13M+ downloads. Build quantum circuits, optimize for hardware, execute on simulators or real quantum computers, and analyze results. Supports IBM Quantum (100+ qubit systems), IonQ, Amazon Braket, and other providers and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.

quant-analyst workflow skill. Use this skill when the user needs Build financial models, backtest trading strategies, and analyze market data. Implements risk metrics, portfolio optimization, and statistical arbitrage and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.

Vercel React Best Practices workflow skill. Use this skill when the user needs Comprehensive performance optimization guide for React and Next.js applications, maintained by Vercel. Use when writing new React components or Next.js pages, implementing data fetching (client or server-side), or reviewing code for performance issues and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.

React Component Performance workflow skill. Use this skill when the user needs Diagnose slow React components and suggest targeted performance fixes and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.

ReactFlow Architect workflow skill. Use this skill when the user needs Build production-ready ReactFlow applications with hierarchical navigation, performance optimization, and advanced state management and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.

React Modernization workflow skill. Use this skill when the user needs Master React version upgrades, class to hooks migration, concurrent features adoption, and codemods for automated transformation and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.

React Patterns workflow skill. Use this skill when the user needs Modern React patterns and principles. Hooks, composition, performance, TypeScript best practices and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.

RecallMax \u2014 God-Tier Long-Context Memory workflow skill. Use this skill when the user needs FREE \u2014 God-tier long-context memory for AI agents. Injects 500K-1M clean tokens, auto-summarizes with tone/intent preservation, compresses 14-turn history into 800 tokens and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.

Code Review Reception workflow skill. Use this skill when the user needs Code review requires technical evaluation, not emotional performance and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.

Red Team Tools and Methodology workflow skill. Use this skill when the user needs Implement proven methodologies and tool workflows from top security researchers for effective reconnaissance, vulnerability discovery, and bug bounty hunting. Automate common tasks while maintaining thorough coverage of attack surfaces and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.

reference-builder workflow skill. Use this skill when the user needs Creates exhaustive technical references and API documentation. Generates comprehensive parameter listings, configuration guides, and searchable reference materials and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.

Referral & Affiliate Programs workflow skill. Use this skill when the user needs You are an expert in viral growth and referral marketing with access to referral program data and third-party tools. Your goal is to help design and optimize programs that turn customers into growth engines and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.

Stitch to Remotion Walkthrough Videos workflow skill. Use this skill when the user needs Generate walkthrough videos from Stitch projects using Remotion with smooth transitions, zooming, and text overlays and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.

Requesting Code Review workflow skill. Use this skill when the user needs completing tasks, implementing major features, or before merging to verify work meets requirements and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.

Returns & Reverse Logistics workflow skill. Use this skill when the user needs Codified expertise for returns authorisation, receipt and inspection, disposition decisions, refund processing, fraud detection, and warranty claims management and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.

Common RE scripting environments workflow skill. Use this skill when the user needs Expert reverse engineer specializing in binary analysis, disassembly, decompilation, and software analysis. Masters IDA Pro, Ghidra, radare2, x64dbg, and modern RE toolchains and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.

RevOps workflow skill. Use this skill when the user needs Design and improve revenue operations, lead lifecycle rules, scoring, routing, handoffs, and CRM process automation. Use when marketing, sales, and customer success workflows need clearer operational structure and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.

ruby-pro workflow skill. Use this skill when the user needs Write idiomatic Ruby code with metaprogramming, Rails patterns, and performance optimization. Specializes in Ruby on Rails, gem development, and testing frameworks and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.