Add skills from GitHub to an existing workflow and update all related documentation.

Creates a protected page with Suspense loading pattern. Use when adding new pages that require authentication, creating dashboard pages, or setting up new routes.

Add new learning resources (books, articles, courses, papers) to the appropriate resources.md file. Use when user mentions adding, saving, or tracking learning materials.

Add a new outgoing WebSocket action with typed payload and API exposure

Add content to the knowledge base with proper frontmatter, tags, summaries, and wiki-links.

Extend and modify the admin dashboard, developer portal, and operations console. Use when adding new admin tabs, metrics, monitoring features, or internal tools. Activates for dashboard development, analytics, user management, and internal tooling.

Document management, LLM pipeline, anonymization, Q&A generation, versioning

description: Automatically load and apply relevant ADRs when creating or modifying resources

ASCII architecture diagrams for ADRs via graph-easy. TRIGGERS - ADR diagram, architecture diagram, ASCII diagram.

Advanced analytics including machine learning, predictive modeling, and big data techniques

advanced-features-2025

Advanced file management tools. Includes batch folder creation, batch file moving, file listing, and HTML author extraction.

Probability, moments/tails, Bayes, and statistical learning foundations for systematic trading.

Factor modeling and portfolio construction (Markowitz, Black-Litterman, constraints, turnover).

Tail risk, EVT, regularization, validation guardrails, and common pitfalls.

Download and transcribe videos from YouTube, Bilibili, TikTok and 1000+ platforms. Use when user requests video download, transcription (转录/字幕提取), or converting video to text/markdown. Supports quality selection, audio extraction, playlist downloads, cookie-based authentication, and AI-powered transcription via SiliconFlow API (免费转录).

Guide creation of AI Developer Workflows (ADWs) that combine deterministic orchestration code with non-deterministic agents. Use when building automated development pipelines, designing AFK agent systems, or implementing the PITER framework.

Integrate with aimake's AI-powered delivery pipeline via MCP. Covers connecting to aimake, using code/docs/kanban tools, understanding the card-based system, and leveraging AI capabilities. Use when building integrations with aimake or using its MCP tools.

Handles SEO requirements for all web content including blogs, landing pages, and documentation. Covers LD+JSON schema.org structured data, internal backlinks strategy, further reading sections, meta tags, and Open Graph. Use when creating or editing any public-facing web content, blog posts, or pages that need search visibility.

Use when improving visual quality of existing UI - applies 2025 design principles for hierarchy, spacing systems, color theory, and typography excellence to elevate aesthetic appeal and user experience

[Aesthetics] Extracts recurring visual patterns from references: contrast habits, shapes, density/whitespace balance, rhythm, textures. Produces Aesthetic Pattern Library as Data-Sheet nodes in Brain canvas.

Use when implementing Disney's 12 animation principles in Adobe After Effects

**Roadmap Tracker** - Automated 1M€ 18-Month Business KPI Tracking

Detects and analyzes agent chain anti-patterns where agents invoke other agents sequentially causing massive context load

Implement CI/CD pipelines for AgentStack agents with evaluation-based safety gates, GitOps workflows, and progressive rollouts.

Standardized reference documentation section structure for agents - project guidance, conventions, related agents, and Skills. Use when implementing or updating agent documentation.

Deterministic custom subagent selection helper. Use when you need a reproducible, auditable decision on which custom subagents to activate for a user query (runs scripts/agent_evaluator.py).

Visual context analyzer for web pages. Provides AI agents with the ability to "see" web applications through screenshots, accessibility scans, DOM snapshots, and element descriptions.

' Layer 4: Learning and Pattern Extraction for Cognitive Surrogate Systems'

Standardized branch creation with type detection, issue ID extraction, and worktree setup. Creates working branches (-WB) and integrates with selective-copy for clean PRs.

Language-aware build orchestration that detects project language and runs appropriate build pipeline

Capture loosely structured ideas, enrich with research, and create backlog issues. Use when user has a raw concept that needs fleshing out.

Analyze incoming content (text, files, folders, URLs) to extract purpose, create summaries, and identify potential value for the current project.

Agent Selector Skill

Intelligent financial management skill for Claude Code that provides comprehensive PocketSmith API integration with AI-powered analysis, transaction categorization, rule management, tax intelligence, and scenario planning. Use when working with PocketSmith data for (1) Transaction categorization and rule management, (2) Financial analysis and reporting, (3) Australian tax compliance (ATO) and deduction tracking, (4) Scenario analysis and forecasting, (5) PocketSmith setup health checks, (6) Budget optimization and spending insights.

Validate agent YAML frontmatter and configuration. Use before committing agent changes or in CI.

Imported skill agent from langchain

Use this skill in the scenario of intelligent agent application development.

agentic-diffusion

Transform AI from a chat interface into a proactive teammate with "arms and legs." By using the Model Context Protocol (MCP) and agentic frameworks, you can move beyond "vibe coding" to autonomous exe

Build stateful AI agents using the Cloudflare Agents SDK. Load when creating agents with persistent state, scheduling, RPC, MCP servers, email handling, or streaming chat. Covers Agent class, AIChatAgent, state management, and Code Mode for reduced token usage.

Set up machine authentication by uploading a public key for self-hosted infrastructure. Requires authentication. Use for managing authentication credentials

Get statistics for keyvalue storage. Requires authentication. Use for Agentuity cloud platform operations

View queue analytics and statistics. Requires authentication. Use for Agentuity cloud platform operations

Download files from a sandbox as a compressed archive. Requires authentication. Use for Agentuity cloud platform operations

Upload a compressed archive to a sandbox and extract it. Requires authentication. Use for Agentuity cloud platform operations

Download a file using security copy. Requires authentication. Use for Agentuity cloud platform operations

Upload a file using security copy. Requires authentication. Use for Agentuity cloud platform operations

Download a file from storage bucket. Requires authentication. Use for Agentuity cloud platform operations

Upload a file to storage bucket. Requires authentication. Use for Agentuity cloud platform operations