Skills（SKILL.md）は、AIエージェント（Claude Code、Cursor、Codexなど）に特定の能力を追加するための設定ファイルです。
詳しく見る →Skill Improvement Methodology workflow skill. Use this skill when the user needs Iteratively improve a Claude Code skill using the skill-reviewer agent until it meets quality standards. Use when improving a skill with multiple quality issues, iterating on a new skill until it meets standards, or automated fix-review cycles instead of manual editing and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
Swift Concurrency Expert workflow skill. Use this skill when the user needs Review and fix Swift concurrency issues such as actor isolation and Sendable violations and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
SwiftUI Expert Skill workflow skill. Use this skill when the user needs Write, review, or improve SwiftUI code following best practices for state management, view composition, performance, and iOS 26+ Liquid Glass adoption. Use when building new SwiftUI features, refactoring existing views, reviewing code quality, or adopting modern SwiftUI patterns and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
SwiftUI Liquid Glass workflow skill. Use this skill when the user needs Implement or review SwiftUI Liquid Glass APIs with correct fallbacks and modifier order and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
SwiftUI Performance Audit workflow skill. Use this skill when the user needs Audit SwiftUI performance issues from code review and profiling evidence and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
modules/vpc/variables.tf workflow skill. Use this skill when the user needs Terraform module creation for AWS \u2014 reusable modules, state management, and HCL best practices. Use when building or reviewing Terraform AWS infrastructure and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
Threat Modeling Expert workflow skill. Use this skill when the user needs Expert in threat modeling methodologies, security architecture review, and risk assessment. Masters STRIDE, PASTA, attack trees, and security requirement extraction. Use PROACTIVELY for security architecture reviews, threat identification, or building secure-by-design systems and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
UI Review workflow skill. Use this skill when the user needs Review UI code for StyleSeed design-system compliance, accessibility, mobile ergonomics, spacing discipline, and implementation quality and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
UI/UX Pro Max - Design Intelligence workflow skill. Use this skill when the user needs Comprehensive design guide for web and mobile applications. Use when designing new UI components or pages, choosing color palettes and typography, or reviewing code for UX issues and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
Uncle Bob Craft workflow skill. Use this skill when the user needs performing code review, writing or refactoring code, or discussing architecture; complements clean-code and does not replace project linter/formatter and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
Vibers \u2014 Human Code Review for AI-Generated Projects workflow skill. Use this skill when the user needs Human review workflow for AI-generated GitHub projects with spec-based feedback, security review, and follow-up PRs from the Vibers service and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
Web Interface Guidelines workflow skill. Use this skill when the user needs Review files for compliance with Web Interface Guidelines and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
Acceptance Orchestrator workflow skill. Use this skill when the user needs a coding task should be driven end-to-end from issue intake through implementation, review, deployment, and acceptance verification with minimal human re-intervention and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
Acceptance Orchestrator workflow skill. Use this skill when the user needs a coding task should be driven end-to-end from issue intake through implementation, review, deployment, and acceptance verification with minimal human re-intervention and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
Address GitHub Comments workflow skill. Use this skill when the user needs you need to address review or issue comments on an open GitHub Pull Request using the gh CLI and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
Address GitHub Comments workflow skill. Use this skill when the user needs you need to address review or issue comments on an open GitHub Pull Request using the gh CLI and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
AgentFlow workflow skill. Use this skill when the user needs Orchestrate autonomous AI development pipelines through your Kanban board (Asana, GitHub Projects, Linear). Manages multi-worker Claude Code dispatch, deterministic quality gates, adversarial review, per-task cost tracking, and crash-proof pipeline execution and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
AI Cold Outreach workflow skill. Use this skill when the user needs When the user wants to build an AI-powered outreach system, write cold emails, improve deliverability, or scale personalized outreach. Also use when the user mentions 'cold email,' 'cold outreach,' 'outreach automation,' 'Instantly,' 'Smartlead,' 'Clay,' 'email sequences,' 'deliverability,' 'personalization at scale,' 'reply rate,' or 'outreach stack.' This skill covers the complete AI cold outreach system from signal detection through conversion. Do NOT use for technical implementation, code review, or software architecture and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
AI Pricing Skill workflow skill. Use this skill when the user needs When the user wants to price an AI product, choose a charge metric, design pricing tiers, or optimize margins. Also use when the user mentions 'AI pricing,' 'usage-based pricing,' 'consumption pricing,' 'outcome pricing,' 'BYOK,' 'bring your own key,' 'per-seat pricing,' 'pricing tiers,' 'AI margins,' 'cost per token,' or 'pricing model.' This skill covers pricing strategy, packaging, and margin management for AI-native products. Do NOT use for technical implementation, code review, or software architecture and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
AI SDR Skill workflow skill. Use this skill when the user needs When the user wants to deploy AI sales development reps, automate sales qualification, build signal-to-action routing, or design AI agent architecture for sales. Also use when the user mentions 'AI SDR,' 'AI sales agent,' 'automated qualification,' 'signal routing,' 'sales automation,' '11x,' 'Artisan,' 'AiSDR,' 'AI BDR,' or 'autonomous sales.' This skill covers AI SDR deployment, qualification automation, and agent architecture for sales development. Do NOT use for technical implementation, code review, or software architecture and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
AI SEO Skill workflow skill. Use this skill when the user needs When the user wants to build programmatic SEO with AI, create competitor alternative pages, optimize for AI Overviews, or scale content production. Also use when the user mentions 'SEO,' 'programmatic SEO,' 'AI content,' 'competitor alternative pages,' 'AI Overviews,' 'search optimization,' 'DataForSEO,' 'content at scale,' 'keyword strategy,' or 'organic traffic.' This skill covers AI-powered SEO strategy from keyword research through programmatic page generation. Do NOT use for technical implementation, code review, or software architecture and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
AI UGC Ads workflow skill. Use this skill when the user needs When the user wants to create UGC ad campaigns, recruit UGC creators, generate AI UGC content, or scale with user-generated content. Also use when the user mentions 'UGC,' 'user-generated content,' 'creator ads,' 'Spark Ads,' 'whitelisting,' 'AI UGC,' 'Arcads,' 'Creatify,' 'creator brief,' or 'UGC testing.' This skill covers the UGC growth framework from creator recruitment through AI-powered scaling. Do NOT use for technical implementation, code review, or software architecture and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
Angular Best Practices workflow skill. Use this skill when the user needs Angular performance optimization and best practices guide. Use when writing, reviewing, or refactoring Angular code for optimal performance, bundle size, and rendering efficiency and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
Angular Best Practices workflow skill. Use this skill when the user needs Angular performance optimization and best practices guide. Use when writing, reviewing, or refactoring Angular code for optimal performance, bundle size, and rendering efficiency and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
Brand Reputation Monitoring workflow skill. Use this skill when the user needs Scrape reviews, ratings, and brand mentions from multiple platforms using Apify Actors and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
Brand Reputation Monitoring workflow skill. Use this skill when the user needs Scrape reviews, ratings, and brand mentions from multiple platforms using Apify Actors and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
E-commerce Data Extraction workflow skill. Use this skill when the user needs Extract product data, prices, reviews, and seller information from any e-commerce platform using Apify's E-commerce Scraping Tool and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
architect-review workflow skill. Use this skill when the user needs Master software architect specializing in modern architecture and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
AWS Advisor workflow skill. Use this skill when the user needs Expert AWS Cloud Advisor for architecture design, security review, and implementation guidance. Leverages AWS MCP tools for accurate, documentation-backed answers. Use when user asks about AWS architecture, security, service selection, migrations, troubleshooting, or learning AWS. Triggers on AWS, Lambda, S3, EC2, ECS, EKS, DynamoDB, RDS, CloudFormation, CDK, Terraform, Serverless, SAM, IAM, VPC, API Gateway, or any AWS service. Do NOT use for non-AWS cloud providers or general infrastructure without AWS context and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
AWS IAM Best Practices workflow skill. Use this skill when the user needs IAM policy review, hardening, and least privilege implementation and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
Coding Guidelines workflow skill. Use this skill when the user needs Behavioral guidelines to reduce common LLM coding mistakes. Use when writing, modifying, or reviewing code \\u2014 implementation tasks, code changes, refactoring, bug fixes, or feature development. Do NOT use for architecture design, documentation, or non-code tasks and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
Content-to-Pipeline: Turning Content Into Revenue workflow skill. Use this skill when the user needs When the user wants to turn content into revenue, build a content-led GTM motion, reverse engineer distribution, or repurpose content across platforms. Also use when the user mentions 'content marketing,' 'content-led growth,' 'content to pipeline,' 'distribution,' 'content repurposing,' 'content strategy,' 'thought leadership,' 'newsletter,' 'content flywheel,' 'organic growth.' This skill covers content-to-revenue systems from creation through pipeline attribution. Do NOT use for technical implementation, code review, or software architecture and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
Expansion & Retention Systems workflow skill. Use this skill when the user needs When the user wants to reduce churn, build expansion revenue, automate customer success, or optimize net revenue retention. Also use when the user mentions 'churn,' 'retention,' 'expansion revenue,' 'upsell,' 'NRR,' 'net revenue retention,' 'customer success,' 'land and expand,' 'closed-lost,' or 'renewal.' This skill covers expansion and retention systems from usage triggers through automated customer success. Do NOT use for technical implementation, code review, or software architecture and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
frontend-design workflow skill. Use this skill when the user needs Create distinctive, production-grade frontend interfaces with high design quality. Use this skill when the user asks to build web components, pages, artifacts, posters, or applications. Generates creative, polished code that avoids generic AI aesthetics. Do NOT use for design review or audit (use web-design-guidelines or web-quality-audit) and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
Gh Pr Checks Plan Fix workflow skill. Use this skill when the user needs a user asks to debug or fix failing GitHub PR checks that run in GitHub Actions. Uses gh to inspect checks and logs, summarize failure context, draft a fix plan, and implement only after explicit approval. Treats external providers (for example Buildkite) as out of scope and reports only the details URL. Do NOT use for addressing PR review comments (use gh-address-comments) or general CI outside GitHub Actions and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
GTM Engineering: Automation, Architecture & Agent Orchestration workflow skill. Use this skill when the user needs When the user wants to build GTM automation with code, design workflow architectures, use AI agents for GTM tasks, or implement the 'architecture over tools' principle. Also use when the user mentions 'GTM engineering,' 'GTM automation,' 'n8n,' 'Make,' 'Zapier,' 'workflow automation,' 'Clay API,' 'instruction stacks,' 'AI agents for GTM,' or 'revenue automation.' This skill covers technical GTM infrastructure from workflow design through agent orchestration. Do NOT use for technical implementation, code review, or software architecture and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
GTM Metrics, Dashboards & Measurement for AI Products workflow skill. Use this skill when the user needs When the user wants to define GTM metrics, build a metrics dashboard, measure pipeline efficiency, or track AI product performance. Also use when the user mentions 'GTM metrics,' 'revenue latency,' 'pipeline metrics,' 'TTFV,' 'time-to-first-value,' 'data health,' 'attribution,' 'conversion rate,' 'CAC,' 'LTV,' 'NRR,' 'GTM dashboard,' 'magic number,' 'pipeline velocity,' or 'funnel metrics.' This skill covers GTM measurement from metric selection through dashboard design, including AI-specific cost metrics, attribution models, and weekly review cadences. Do NOT use for technical implementation, code review, or software architecture and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
Lead Enrichment Skill workflow skill. Use this skill when the user needs When the user wants to build data enrichment workflows, score leads against ICP, set up Clay waterfalls, or improve contact data quality. Also use when the user mentions 'enrichment,' 'data enrichment,' 'Clay,' 'waterfall enrichment,' 'ICP scoring,' 'lead scoring,' 'intent data,' 'contact verification,' 'Apollo,' 'ZoomInfo,' or 'data quality.' This skill covers lead enrichment waterfalls, ICP scoring frameworks, and contact verification systems. Do NOT use for technical implementation, code review, or software architecture and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
Multi-Platform Launch Skill workflow skill. Use this skill when the user needs When the user wants to launch a product across multiple platforms, plan a Product Hunt launch, build a waitlist, or execute a multi-channel launch strategy. Also use when the user mentions 'product launch,' 'Product Hunt,' 'launch strategy,' 'waitlist,' 'beta launch,' 'BetaList,' 'Hacker News,' 'launch day,' 'AppSumo,' 'multi-channel launch.' This skill covers multi-platform launch execution from pre-launch through post-launch optimization. Do NOT use for technical implementation, code review, or software architecture and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
Netlify Deployment Skill workflow skill. Use this skill when the user needs Deploy web projects to Netlify using the Netlify CLI (npx netlify). Use when the user asks to deploy, host, publish, or link a site/repo on Netlify, including preview and production deploys. Do NOT use for deploying to Vercel, Cloudflare, or Render (use their respective skills) and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
Paid Creative AI workflow skill. Use this skill when the user needs When the user wants to create AI-generated ad creative, test performance creative, manage creative fatigue, or optimize paid media with AI tools. Also use when the user mentions 'ad creative,' 'performance creative,' 'creative testing,' 'creative fatigue,' 'Meta ads,' 'Google ads,' 'TikTok ads,' 'AI ads,' 'ad budget,' 'ROAS,' 'Advantage+,' or 'Performance Max.' This skill covers AI-powered paid creative from generation through performance optimization. Do NOT use for technical implementation, code review, or software architecture and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
Partner & Affiliate Program Design workflow skill. Use this skill when the user needs When the user wants to build a partner program, launch an affiliate program, design integration partnerships, or create distribution partnerships. Also use when the user mentions 'partnerships,' 'affiliate program,' 'referral program,' 'partner ecosystem,' 'integration partner,' 'reseller,' 'co-marketing,' 'PartnerStack,' or 'revenue share.' This skill covers partner and affiliate program design from recruitment through performance optimization. Do NOT use for technical implementation, code review, or software architecture and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
Positioning, ICP & Messaging Architecture for AI Products workflow skill. Use this skill when the user needs When the user wants to define their ideal customer profile, position an AI product, build messaging architecture, or validate product-market fit. Also use when the user mentions 'ICP,' 'ideal customer profile,' 'positioning,' 'PMF,' 'product-market fit,' 'messaging,' 'buyer persona,' 'enrichment signals,' 'market positioning,' or 'competitive positioning.' This skill covers market positioning, ICP definition, messaging architecture, and PMF validation for AI-native products. Do NOT use for technical implementation, code review, or software architecture 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 an expert guide to prompt engineering patterns, prompt debugging, and prompt optimization. Use when the user wants to improve prompts, choose prompting strategies, increase output reliability, or diagnose agent behavior.
\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 adapt prompts deliberately, preserve provenance, and verify output quality before reuse or handoff.
Pypict Skill workflow skill. Use this skill when the user needs pairwise test generation and the operator should build, review, and refine a constrained combinatorial model before execution or handoff.
python-pro workflow skill. Use this skill when the user needs advanced Python 3.12+ implementation or review work involving modern language features, async programming, performance tuning, packaging, typing, and production-ready practices. Expert in the current Python ecosystem including uv, ruff, pydantic, and FastAPI, while preserving repository conventions, upstream provenance, and safe validation before merge or handoff.
Qiskit workflow skill for building, transpiling, executing, and reviewing quantum-circuit workflows with modern Qiskit practices. Use it for backend-aware circuit development, local primitive-based validation, IBM Quantum Runtime execution, and troubleshooting environment, transpilation, and credential issues while preserving upstream provenance.
Quality & Non-Conformance Management workflow skill. Use this skill when the user needs codified expertise for quality control, nonconformance investigation, root cause analysis, corrective action, and supplier quality management in regulated manufacturing, with clear review criteria, evidence expectations, and provenance-aware handoff discipline.
Radix UI Design System workflow skill. Use this skill when the user needs Build accessible design systems with Radix UI primitives. Headless component customization, theming strategies, and compound component patterns for production-grade UI libraries and the operator should preserve semantics, verify interactive behavior in a real browser, and keep provenance clear before merging or handing off.