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 →ANALYTICS-PRODUCT \\u2014 Decida com Dados workflow skill. Use this skill when the user needs Analytics de produto \\u2014 PostHog, Mixpanel, eventos, funnels, cohorts, retencao, north star metric, OKRs e dashboards de produto and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
ANALYTICS-PRODUCT \\u2014 Decida com Dados workflow skill. Use this skill when the user needs Analytics de produto \\u2014 PostHog, Mixpanel, eventos, funnels, cohorts, retencao, north star metric, OKRs e dashboards de produto and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
Angular UI Patterns workflow skill. Use this skill when the user needs Modern Angular UI patterns for loading states, error handling, and data display. Use when building UI components, handling async data, or managing component states and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
Angular UI Patterns workflow skill. Use this skill when the user needs Modern Angular UI patterns for loading states, error handling, and data display. Use when building UI components, handling async data, or managing component states and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
Audience Analysis workflow skill. Use this skill when the user needs Understand audience demographics, preferences, behavior patterns, and engagement quality across Facebook, Instagram, YouTube, and TikTok and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
Audience Analysis workflow skill. Use this skill when the user needs Understand audience demographics, preferences, behavior patterns, and engagement quality across Facebook, Instagram, YouTube, and TikTok and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
Lead Generation workflow skill. Use this skill when the user needs Scrape leads from multiple platforms using Apify Actors and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
Lead Generation workflow skill. Use this skill when the user needs Scrape leads from multiple platforms using Apify Actors and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
Market Research workflow skill. Use this skill when the user needs Analyze market conditions, geographic opportunities, pricing, consumer behavior, and product validation across Google Maps, Facebook, Instagram, Booking.com, and TripAdvisor and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
Market Research workflow skill. Use this skill when the user needs Analyze market conditions, geographic opportunities, pricing, consumer behavior, and product validation across Google Maps, Facebook, Instagram, Booking.com, and TripAdvisor and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
Universal Web Scraper workflow skill. Use this skill when the user needs AI-driven data extraction from 55+ Actors across all major platforms. This skill automatically selects the best Actor for your task and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
Attack Tree Construction workflow skill. Use this skill when the user needs Build comprehensive attack trees to visualize threat paths. Use when mapping attack scenarios, identifying defense gaps, or communicating security risks to stakeholders and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
Check for Faster-Whisper (preferred - 4-5x faster) workflow skill. Use this skill when the user needs Transform audio recordings into professional Markdown documentation with intelligent summaries using LLM integration and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
Security Ownership Map workflow skill. Use this skill when the user needs Analyze git repositories to build a security ownership topology (people-to-file), compute bus factor and sensitive-code ownership, and export CSV/JSON for graph databases and visualization. Use when the user explicitly wants a security-oriented ownership or bus-factor analysis grounded in git history (for example: orphaned sensitive code, security maintainers, CODEOWNERS reality checks for risk, sensitive hotspots, or ownership clusters). Do NOT use for general maintainer lists, non-security ownership questions, or threat modeling (use security-threat-model) and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
A comprehensive design operating system synthesized from 10 canonical design books. Covers research, typography, color theory, composition, branding, logo design, storytelling, web design, creative process, and professional practice.
Full-stack AITuber (AI VTuber) orchestrator covering planning, implementation, and operation. Designs and builds real-time streaming pipelines (Chat → LLM → TTS → Avatar → OBS), live chat integration, TTS voice synthesis, Live2D/VRM avatar control, lip-sync and expression mapping, and OBS WebSocket streaming automation.
End-to-end design-to-implementation pipeline orchestrator that runs the code-to-visual-to-code closed loop through a single entrypoint. Use when a user request spans design extraction, prototype, visual assets, slides/marketing collateral, and production implementation together. Persists a project design system and routes multi-form artifact production across Frame, Muse, Loom, Forge, Pixel, Ink/Sketch/Dot/Clay, Stage, Canvas, Morph, Artisan, and Showcase. Don't use for single-token tweaks (Muse), single prototypes (Forge), design-direction decisions only (Vision), or generic multi-domain orchestration (Nexus).
Ecosystem self-evolution orchestrator. Detects project lifecycle phases, evaluates agent relevance, synthesizes cross-agent knowledge, and proposes evolution actions. Use when ecosystem health checks, fitness scoring, or evolution proposals are needed.
Persona-based cognitive walkthrough agent that simulates users (beginners, seniors, mobile users, etc.) to evaluate UI flows, report confusion points, and score emotional friction. Use when usability validation or UX problem discovery is needed.
Automated remediation agent for known failure patterns. Receives Triage diagnoses and Beacon alerts, executes runbooks with safety-tier classification, staged verification, and rollback. Use when automated incident remediation is needed.
Define and manage design tokens, apply token systems to existing codebases, and build design system foundations. Covers token architecture for spacing, color, typography, dark mode, and cross-platform output. Use when design token design or UI consistency is needed.
Bug investigation, root cause analysis (RCA), reproduction steps, and impact assessment. Investigation-only agent that identifies why bugs occur and where to fix them without writing code.
Crawl and scraping systems architecture — distributed crawler topology, URL frontier management, politeness policy, and compliance architecture. Architecture-only (no execution code). Use when crawl system architecture is needed. Don't use for single-page scraping (Navigator) or ETL pipelines (Stream).
Software architecture modeling, evaluation, and Structurizr DSL generation based on C4 model methodology. Use when C4 model design or visualization is needed.
ETL/ELT pipeline design, data flow visualization, batch/streaming selection, and Kafka/Airflow/dbt design. Use when building data pipelines or managing data quality.
Converts repository changes into detailed learning documents. Use when turning diffs into teaching materials, recording design decisions, or creating onboarding materials for new members.
Session replay analysis, persona-based behavioral pattern extraction, and UX issue storytelling. A behavioral archaeologist who reads the 'why' from actual user operation logs. Collaborates with Researcher/Echo for persona validation.
Workflow and state machine design agent. Use when state transition design, invalid transition detection, Saga patterns, or approval flow design is needed.
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Write story chapters using an outline-first workflow. Gathers context from all other story elements (characters, world, plot) to maintain consistency, builds a beat-by-beat outline for approval, then
Initialize a new story project with a structured markdown folder layout. Creates the story bible, character registry, worldbuilding index, plot structure, and chapter tracker - all as cross-referenced
docs-context
สร้าง plot + ตัวละคร + dialogue ที่สมจริง สำหรับเรื่องสั้น/นิยาย/บทหนังสั้น/เกม narrative
Affiliate marketing AI — commission structure, partner outreach, tracking, dashboard
B2B sales pro AI — SPIN, MEDDIC, BANT, cold outreach, objection handling, pipeline
ออกแบบ 3D model — Blender workflow, topology, UV unwrap, texturing, render brief สำหรับ game/product/character
นักเขียนอักษรประดิษฐ์ — Thai + Latin calligraphy, hand lettering, signage, wedding invitation, lettering artwork
สร้าง Midjourney/DALL-E prompt คุณภาพสูง + design brief สำหรับโลโก้ โปสเตอร์ อินโฟกราฟิก โซเชียลมีเดีย
สร้าง shot list + mood board + retouching plan + Lightroom preset recipe สำหรับงานถ่ายภาพ
AI DJ มืออาชีพ — setlist, mixing plan, BPM matching, crowd reading, club/wedding/corporate gig
Search and analyze Reddit discussions across all subreddits. Extract community opinions, identify pain points, discover product feedback, and understand market sentiment — all without Reddit API keys.
Analyze public sentiment for any brand, product, or topic across Twitter/X, Reddit, and Instagram. Fetches real posts, classifies sentiment, extracts themes, and produces a structured report.
Search and export Twitter/X data to CSV files for analysis. Supports keyword search, author-based search, date filtering, and bulk exports up to 500K rows — no Twitter API keys required.
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Detects chart patterns in OHLC data from natural-language hypotheses or visual chart selections.
Create, update, and query issues, projects, cycles in Linear via its GraphQL API. Use when the user wants to interact with Linear programmatically without the MCP server installed.
Manage Netlify sites, deploys, functions, env vars, forms, and domains via REST API. Use when the user wants to deploy, check deploy status, manage env vars, or query site metadata programmatically without the Netlify MCP installed.
Manage Railway projects, services, deployments, environments, and logs via GraphQL API. Use when the user wants to deploy, check service status, manage env vars, or query deployment logs programmatically without the Railway MCP installed.
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