Unit testing patterns for isolated business logic tests — AAA pattern, parametrized tests (test.each, @pytest.mark.parametrize), fixture scoping (function/module/session), mocking…
Score 85/100
Total Quality Management program development skill with culture assessment and deployment planning
Score 85/100
Business war game orchestration skill for competitive response simulation and strategic testing
Score 85/100
WordPress site migration and deployment using wp-migrate.sh. Use when migrating WordPress sites, syncing databases, managing backups, testing migrations, debugging migration…
Score 85/100
Zero Script QA — test without scripts using structured JSON logging and Docker monitoring. Triggers: zero-script-qa, log testing, docker logs, QA, 제로 스크립트 QA.
Score 85/100
SAM-style feature initiation workflow: discovery -> codebase analysis -> architecture spec -> task decomposition -> validation -> context manifest.
Score 80/100
Deploy and orchestrate Vertex AI ADK agents using A2A protocol. Manages AgentCard discovery, task submission, Code Execution Sandbox, and Memory Bank.
Score 80/100
Create a new Architecture Decision Record with sequential numbering and AgentDB registration
Score 80/100
Bootstrap an AWS EKS cluster optimized for Agentic AI workloads — Karpenter v1.2+ GPU node pools, EKS Auto Mode, Kubernetes 1.32+ with DRA 1.35 GA, VPC CNI, GPU Operator, and…
Score 80/100
Generate architecture guidelines for the project. Analyzes tech stack from DESCRIPTION.md, recommends an architecture pattern, and creates .ai-factory/ARCHITECTURE.md.
Score 80/100
Code quality guidelines and best practices for writing clean, maintainable code. Covers naming, structure, error handling, testing, and code review standards.
Score 80/100
Analyze project and generate Docker configuration: Dockerfile (multi-stage dev/prod), compose.yml, compose.override.yml (dev), compose.production.yml (hardened), and…
Score 80/100
QA workflow for testing a feature or task implementation. Analyzes changes, produces test plans, and describes concrete test scenarios.
Score 80/100
Set up AI Runway on AKS — from bare cluster to running model. Covers cluster verification, controller install, GPU assessment, provider setup, and first deployment.
Score 80/100
Analyze a codebase to generate a comprehensive architecture and structure report. Use when user wants to understand a codebase, explore project structure, or generate analysis.
Score 80/100
Analyze code review pipeline performance for a specific PR. Use when investigating slow PRs, identifying bottlenecks, or debugging performance issues in code reviews.
Score 80/100
Review Android Kotlin code for architecture, performance, correctness, and best practices
Score 80/100
Systematic development workflow: Analyze → Plan → Execute → eLicit → eXamine. Use for ANY development task: features, bug fixes, refactoring, hotfixes.
Score 80/100
Create a new Laravel API controller following this project's patterns. Use when creating new API endpoints, CRUD controllers, or backoffice controllers.
Score 80/100
Use this skill when documenting significant architectural decisions. Provides ADR templates following the Nygard format with sections for context, decision, consequences, and…
Score 80/100
A/B testing strategy for iOS Product Page Optimization (PPO) and Android Store Listing Experiments. Hypothesis design, variant creation, statistical significance guidance.
Score 80/100
This skill provides AWS cost optimization, monitoring, and operational best practices with integrated MCP servers for billing analysis, cost estimation, observability, and…
Score 80/100
Create publication-quality, aesthetically refined charts in Python/Jupyter (matplotlib/seaborn): readable axes, tight whitespace, and curated palettes…
Score 80/100
Get a second opinion from leading AI models on code, architecture, strategy, prompting, or anything. Queries models via OpenRouter, Gemini, or OpenAI APIs.
Score 80/100
Build a working application from an AutoGherk spec-output folder containing architecture blueprints, design tokens, and reference screenshots
Score 80/100
Expert guidance for Next.js Cache Components and Partial Prerendering (PPR). Use when implementing 'use cache' directive, configuring cache lifetimes with cacheLife(), tagging…
Score 80/100
Plan resource capacity — workload analysis and utilization forecasting. Use when heading into quarterly planning, the team feels overallocated and you need the numbers, deciding…
Score 80/100
Structured code review using tiered persona agents, confidence-gated findings, and a merge/dedup pipeline. Use when reviewing code changes before creating a PR.
Score 80/100
Systematically find root causes and fix bugs. Use when debugging errors, investigating test failures, reproducing bugs from issue trackers (GitHub, Linear, Jira), or when stuck on…
Score 80/100
Build and test iOS apps on simulator using XcodeBuildMCP. Use after making iOS code changes, before creating a PR, or when verifying app behavior and checking for crashes on…
Score 80/100
Check logs for errors and warnings in a specific PR. Use when debugging PR issues, investigating failed code reviews, or checking for errors in a pull request.
Score 80/100
Enforce Clean Architecture and Offline-first patterns in this MovieFinder codebase
Score 80/100
Review code changes for security, performance, and correctness. Trigger with a PR URL or diff, "review this before I merge", "is this code safe?", or when checking a change for…
Score 80/100
Use this skill when conducting or improving code reviews. Provides structured review processes, conventional comments patterns, language-specific checklists, and feedback…
Score 80/100
Use when: compliance audit, GDPR/CCPA/SOC2/ISO27001/HIPAA/PCI-DSS review, regulatory requirements, data privacy audit, legal compliance check, India DPDP/M.A.N.A.V., EU AI Act,…
Score 80/100
Inception 아티팩트(requirements, user-stories, workflow-plan)를 입력으로 받아 agentic 시스템의 컴포넌트 경계·인터페이스 계약·데이터 모델을 설계하고 `.omao/plans/construction/design.md`를 생성한다.
Score 80/100
Predict, prevent, and mitigate context window failures before they happen. Analyzes workflows for overflow risk, designs disk-as-memory architectures, and produces recovery-ready…
Score 80/100
Correção automática de erros de build, TypeScript, lint e testes após implementação. Corrige e re-valida assertions automaticamente.
Score 80/100
Create and configure git hooks with intelligent project analysis, suggestions, and automated testing
Score 80/100
Creates a new Power Pages code site (SPA) using React, Angular, Vue, or Astro. Guides through the full process from initial concept to deployed site: requirements discovery,…
Score 80/100
Create publication-quality visualizations with Python. Use when turning query results or a DataFrame into a chart, selecting the right chart type for a trend or comparison,…
Score 80/100
Data access patterns with Spring Data JPA, Hibernate 7.1, Flyway migrations, HikariCP tuning, N+1 prevention, caching, and query optimization.
Score 80/100
Feature audit: finds implemented but user-unreachable functionality in any project. Discovers tech stack and architecture automatically, then checks connectivity between layers…
Score 80/100
Structured debugging session — reproduce, isolate, diagnose, and fix. Trigger with an error message or stack trace, "this works in staging but not prod", "something broke after…
Score 80/100
Activate when debugging any bug or error. Enforces the 7-step debug trajectory protocol with pattern-first checking, 3-exchange stop rule, and trajectory recording.
Score 80/100
Interactive hypothesis-driven debugging with documented exploration, understanding evolution, and analysis-assisted correction.
Score 80/100
Debug a broken Zoom integration by isolating the failure point and routing into the right Zoom references.
Score 80/100
Pre-deployment verification checklist. Use when about to ship a release, deploying a change with database migrations or feature flags, verifying CI status and approvals before…
Score 80/100
Guide user through actual deployment steps for their application. This skill should be used when a project is ready to deploy to production.
Score 80/100
Frontend design patterns with React 19.2 and TypeScript 6 examples (Composition, Compound Components, Custom Hooks, Render Props, HOC, State Machines).
Score 80/100
Use when adding server state management to a module - creates React Query hook with caching and error handling.
Score 80/100
Use when adding an interactive UI component that requires client-side JavaScript - creates a framework island with hydration strategy.
Score 80/100
Use when adding state management to a module - creates Svelte store with server state integration.
Score 80/100
Use when integrating with an API endpoint and need TypeScript types, contracts, and adapters generated automatically.
Score 80/100
Burn Red Book audio CDs or MP3 data CDs on macOS via cdrdao, sourcing from Hoodrat HDD or local files.
Score 80/100
Template for creating a repo-specific /do-deploy skill. Copy this directory to do-deploy/ and customize DEPLOYMENT_PROCESS.md and HEALTH_CHECKS.md for your repo's production…
Score 80/100
Apply a targeted fix to failing tests or review blockers. Use when the user says 'patch this', 'fix the failures', 'fix the blockers', or 'do-patch'.
Score 80/100
Use when running the test suite. Parses arguments, dispatches test runners (potentially in parallel), and aggregates results.
Score 80/100
Autonomous design space exploration loop for computer architecture and EDA. Runs a program, analyzes results, tunes parameters, and iterates until objective is met or timeout.
Score 80/100
This skill should be used when the user asks to "create custom DSPy module", "design a DSPy module", "extend dspy.Module", "build reusable DSPy component", mentions "custom module…
Score 80/100