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.

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

ออกแบบ 3D model — Blender workflow, topology, UV unwrap, texturing, render brief สำหรับ game/product/character

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.

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.

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Delegate real-world tasks to human workers via the OpenHumancy API. Use when the user needs physical actions (field verification, photography, deliveries, mystery shopping), human judgment, or any task that requires a person. Manages the full lifecycle — worker search, task creation, chat, payments on the TON blockchain.

Modern Django admin theme - Unfold - customization, settings, components, actions, filters, integrations

Comprehensive guide for building LLM applications with LlamaIndex, including data loaders, indexes, query engines, chat engines, vector stores, retrievers, agents, evaluation, streaming, and observability.

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Classify financial PDFs by extracting company identity, document type, and date metadata. Validates ticker via Yahoo Finance with multi-step fallback. Uses a Python orchestration script for validation, file modification, and writing markdown.

Extract balance sheet, income statement, shares outstanding, organic growth, and GAAP reconciliation data from financial PDFs. Standardize via Tiger-Transformer and append structured output to the document markdown.

Dispatcher skill. Your job (as the main thread) is to **mentor** the `domain-playwright-lead` subagent while it builds a production-grade Python Playwright script by driving MCP browser tools one veri

Perform cryptographic operations using Apple CryptoKit. Use when hashing data with SHA256/SHA384/SHA512, generating HMAC authentication codes, encrypting with AES-GCM or ChaChaPoly, signing with P256/P384/P521/Curve25519 keys, performing ECDH key agreement, storing keys in the Secure Enclave, or migrating from CommonCrypto to CryptoKit.

Access security tokens and smart cards using CryptoTokenKit. Use when building token driver extensions with TKTokenDriver and TKToken, communicating with smart cards via TKSmartCard, implementing certificate-based authentication, managing token sessions, or integrating hardware security tokens with the system keychain.

Build augmented reality experiences with RealityKit and ARKit on iOS. Use when adding 3D content with RealityView, loading entities and models, placing objects via raycasting, configuring AR camera sessions, handling world tracking, scene understanding, or implementing entity interactions and gestures.

Build 3D scenes and visualizations using SceneKit. Use when creating 3D views with SCNView and SCNScene, building node hierarchies with SCNNode, applying materials and lighting, animating with SCNAction, simulating physics with SCNPhysicsBody, loading 3D models (.usdz, .scn), adding particle effects, or embedding SceneKit in SwiftUI with SceneView. Note: SceneKit was deprecated at WWDC 2025 and is in maintenance mode; RealityKit is recommended for new projects.

Create a new App Store Connect app record via browser automation. Use when there is no public API for app creation and you need an agent to drive the New App form.

Resize and validate App Store screenshots for all device classes using macOS sips. Use when preparing or fixing screenshots for App Store Connect submission.

Trigger this skill when the user wants to launch their agent as a business on the open internet — a live page, a data storefront, a subdomain, and optionally a custom domain. Covers the full lifecycle: register (x402 USDC on Base or Stripe credit card), update page content, upload and sell datasets, renew annually without a subscription, claim a vanity subdomain, connect a custom domain (BYOD), purchase a .com or .sh domain directly, emit live activity events (Pulse), and build a follower audience. Use this whenever an agent needs a public URL, a monetization layer, a live activity feed, or a /.well-known/agent.json endpoint. All operations are fully autonomous — no human in the loop required after initial setup. See https://resolved.sh/llms.txt for more.

Build LLM applications with LangChain and LangGraph. Use when creating RAG pipelines, agent workflows, chains, or complex LLM orchestration. Triggers on LangChain, LangGraph, LCEL, RAG, retrieval, agent chain.

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Machine-readable gotcha rules for SQL and data engineering failure patterns. Loaded by data and SQL skills to enforce Never-do-X constraints grounded in real reporting failures.

Activate this skill whenever the user asks to: