Find the Right AI Skill for Any Job

Nautilus Trader

How to use the NautilusTrader algorithmic trading platform for data conversion, strategy development, backtesting, paper trading (sandbox), and live trading....

Skill Eval

Skill evaluation framework. Use when: testing trigger rate, quality compare (with/without skill), or model comparison. Runs via sessions_spawn + sessions_his...

DNS & Networking

Debug DNS resolution and network connectivity. Use when troubleshooting DNS failures, testing port connectivity, diagnosing firewall rules, inspecting HTTP requests with curl verbose mode, configuring /etc/hosts, or debugging proxy and certificate issues.

Strategy Backtest

Quantitative strategy backtesting—implement, run, and tune trading rules on historical data; performance metrics (CAGR, max drawdown, Sharpe, win rate) and s...

swift-macos

Comprehensive macOS app development with Swift 6.2, SwiftUI, SwiftData, Swift Concurrency, Foundation Models, Swift Testing, ScreenCaptureKit, and app distri...

AKQuant A-Share Backtesting

A-share quantitative trading backtesting using AKQuant (Rust engine) and AKShare data. Use when user asks to "backtest a stock strategy", "test trading algor...

AB Test Framework

Compare models with A/B testing for selection

Federated Chaos Testing

Simulate faults in federated learning systems by injecting noise, dropout, data poisoning, and delays to evaluate model robustness and fault tolerance.

Price Optimization Tool

Optimize product pricing with elasticity analysis, competitor benchmarking, margin modeling, A/B testing, and promotional planning to maximize e-commerce rev...

Software Development Resources for Data Scientists

_Data scientists concentrate on making sense of data through exploratory analysis, statistics, and models. Software developers apply a separate set of knowledge with different tools. Although their focus may seem unrelated, data science teams can benefit from adopting software development best practices. Version control, automated testing, and other dev skills help create reproducible, production-ready code and tools._

Testing Workflow

Meta-skill that orchestrates comprehensive testing across a project by coordinating testing-patterns, e2e-testing, and testing agents. Use when setting up testing for a new project, improving coverage for an existing project, establishing a testing strategy, or verifying quality before a release.

FOSMVVM UI Tests Generator

Generate UI tests for FOSMVVM SwiftUI views using XCTest and FOSTestingUI. Covers accessibility identifiers, ViewModelOperations, and test data transport.

Pydantic Ai Testing

Test PydanticAI agents using TestModel, FunctionModel, VCR cassettes, and inline snapshots. Use when writing unit tests, mocking LLM responses, or recording...

Quant Full Stack

Complete A-share quantitative stock trading workflow covering data collection, factor analysis, strategy development, backtesting, simulated trading, and ris...

Automation Workflows 0.1.0

Design and implement automation workflows to save time and scale operations as a solopreneur. Use when identifying repetitive tasks to automate, building workflows across tools, setting up triggers and actions, or optimizing existing automations. Covers automation opportunity identification, workflow design, tool selection (Zapier, Make, n8n), testing, and maintenance. Trigger on "automate", "automation", "workflow automation", "save time", "reduce manual work", "automate my business", "no-code

Codex Conductor

Methodical end-to-end software delivery orchestrator for Codex CLI with dual project modes (greenfield for new builds, brownfield for existing systems) and dual execution modes (autonomous and gated). Use when users want full lifecycle delivery with strict stage gates, progress tracking, per-step manual/automated testing, continuous docs updates, change-impact management, and a reusable AGENTS.md workflow for any coding agent.

Algo Builder

Build and test systematic daily-to-weekly trading algorithms through hypothesis, signal validation, backtesting, and strategy development steps.

Model Verifier

Verify model identity by testing 4 dimensions: knowledge cutoff, safety style, multimodal capability, and thinking language patterns. Use when user says 'ver...

QA & Testing Engine

Provides a comprehensive testing methodology for AI software, covering strategy design, unit, integration, and end-to-end tests with coverage and reporting g...

Forge

Autonomous quality engineering swarm that forges production-ready code through continuous behavioral verification, exhaustive E2E testing, and self-healing fix loops. Combines DDD+ADR+TDD methodology with BDD/Gherkin specifications, 7 quality gates, defect prediction, chaos testing, and cross-context dependency awareness. Architecture-agnostic — works with monoliths, microservices, modular monoliths, and any bounded-context topology.

Backtest Expert - Strategy Validation

Expert guidance for systematic backtesting of trading strategies. Use when developing, testing, stress-testing, or validating quantitative trading strategies...

Testing Patterns

Unit, integration, and E2E testing patterns with framework-specific guidance. Use when asked to "write tests", "add test coverage", "testing strategy", "test this function", "create test suite", "fix flaky tests", or "improve test quality".

Backtest Expert

Expert guidance for systematic backtesting of trading strategies. Use when developing, testing, stress-testing, or validating quantitative trading strategies. Covers "beating ideas to death" methodology, parameter robustness testing, slippage modeling, bias prevention, and interpreting backtest results. Applicable when user asks about backtesting, strategy validation, robustness testing, avoiding overfitting, or systematic trading development.

Quantitative Research

World-class systematic trading research - backtesting, alpha generation, factor models, statistical arbitrage. Transform hypotheses into edges. Use when "bac...

Jest

Jest best practices, patterns, and API guidance for JavaScript/TypeScript testing. Covers mock design, async testing, matchers, timer mocks, snapshots, modul...

cassowary

Modern cross-platform HTTP load-testing tool written in Go.

Pywayne Statistics

Comprehensive statistical testing library with 37+ methods for normality tests, location tests, correlation tests, time series tests, and model diagnostics....

Cybersecurity Engine

Complete cybersecurity assessment, threat modeling, and hardening system. Use when conducting security audits, threat modeling, penetration testing, incident...

Axe DevTools

Accessibility testing and remediation using the axe MCP Server. Use when creating or modifying UI code (HTML, JSX, TSX, Vue, Svelte, CSS) to ensure accessibility compliance. Triggers on tasks involving web pages, components, forms, navigation, modals, tables, images, or any user-facing markup. Also use when explicitly asked to check accessibility or run an axe scan.

Scenario War Room

Cross-functional what-if modeling for cascading multi-variable scenarios. Unlike single-assumption stress testing, this models compound adversity across all...

Senior Security

Security engineering toolkit for threat modeling, vulnerability analysis, secure architecture, and penetration testing. Includes STRIDE analysis, OWASP guida...

QA Architecture Auditor

Perform forensic-level codebase analysis and generate comprehensive Quality Assurance and Testing Strategy Reports. Acts as Independent Principal QA Architec...

Quant Orchestrator (Free)

Multi-Agent AI Quant System with factor mining, strategy generation, and automated backtesting

Cypress Agent Skill

Production-grade Cypress E2E and component testing — selectors, network stubbing, auth, CI parallelization, flake elimination, Page Object Model, and TypeScr...

Quant Trader

Professional quantitative trading system for cryptocurrency - backtesting, paper trading, live trading, and strategy optimization

Peer Review

Multi-model peer review layer using local LLMs via Ollama to catch errors in cloud model output. Fan-out critiques to 2-3 local models, aggregate flags, synthesize consensus. Use when: validating trade analyses, reviewing agent output quality, testing local model accuracy, checking any high-stakes Claude output before publishing or acting on it. Don't use when: simple fact-checking (just search the web), tasks that don't benefit from multi-model consensus, time-critical decisions where 60s lat

Unity Skill

Control Unity Editor via OpenClaw Unity Plugin. Use for Unity game development tasks including scene management, GameObject/Component manipulation, debugging, input simulation, and Play mode control. Triggers on Unity-related requests like inspecting scenes, creating objects, taking screenshots, testing gameplay, or controlling the Editor.

Robonet

Use Robonet's MCP server to build, backtest, optimize, and deploy trading strategies. Provides 24 specialized tools for crypto and prediction market trading: (1) Data tools for browsing strategies, symbols, indicators, Allora topics, and backtest results, (2) AI tools for generating strategy ideas and code, optimizing parameters, and enhancing with ML predictions, (3) Backtesting tools for testing strategy performance on historical data, (4) Prediction market tools for Polymarket trading strateg

Prompt Engineering Mastery

Comprehensive system for designing, testing, optimizing, and managing clear, role-aware, actionable, focused, and testable prompts for AI models.

Terraform Engineer

Use when implementing infrastructure as code with Terraform across AWS, Azure, or GCP. Invoke for module development, state management, provider configuration, multi-environment workflows, infrastructure testing.

Sandwrap

Run untrusted skills safely with soft-sandbox protection. Wraps skills in multi-layer prompt-based defense (~85% attack prevention). Use when: (1) Running third-party skills from unknown sources, (2) Processing untrusted content that might contain prompt injection, (3) Analyzing suspicious files or URLs safely, (4) Testing new skills before trusting them. Supports manual mode ('run X in sandwrap') and auto-wrap for risky skills.

QA & Test Engineering Command Center

Comprehensive QA system for planning strategy, writing tests, analyzing coverage, automating pipelines, performance and security testing, defect triage, and...

PramodDutta/qaskills

QA Skills Directory QA Skills is a curated directory of testing-specific skills for AI coding agents (Claude Code, Cursor, Copilot, etc.).

Singleshot Prompt Testing

Test and optimize prompts for cost, token use, and performance with detailed reports using single shot queries across multiple providers and models.

Automation Workflows

Design and implement automation workflows to save time and scale operations as a solopreneur. Use when identifying repetitive tasks to automate, building workflows across tools, setting up triggers and actions, or optimizing existing automations. Covers automation opportunity identification, workflow design, tool selection (Zapier, Make, n8n), testing, and maintenance. Trigger on "automate", "automation", "workflow automation", "save time", "reduce manual work", "automate my business", "no-code

Game Production

Leading the process of designing, developing, testing and distributing a video game from concept to release.

Free Scaling

$0 test-time scaling with online learning. Classify, generate, and verify using free model ensembles. Models self-select via ELO scoring + A/B testing from d...

Quant Orchestrator

Multi-Agent AI Quant System with multi-coin prediction, strategy templates, and automated backtesting