Meta-Skill Orchestration Surfacev1.0.0

A biomedical researcher uses the skill to chain tools for literature review via bioRxiv/medRxiv MCP, data analysis with data skills, and drafting a paper with Claude Scientific Writer. WAVE scoring ensures coherence between steps, and the ATOM trail logs the workflow for reproducibility.

An IT manager asks 'what tools can we use for project management?' The skill inventories available skills and MCP servers like Google Drive and Calendar, routes to productivity and product-management domains, and composes a custom workflow with WAVE checks for seamless integration across platforms.

A law firm uses the skill to handle contract drafting by activating legal domain skills for review, chaining with data skills for clause analysis, and publishing via marketplace surfaces like Anthropic/Claude. The conservation law ensures intent matches output, reducing errors.

A developer configuring an AI agent team uses the skill to teach Grok and Gemini about available capabilities via INIT documents, then composes a chain for real-time monitoring and RAG pipelines. It extends the surface by building new plugins if gaps exist, updating the activation map.

A marketing professional requests help creating a campaign. The skill routes to marketing domain skills, integrates with MCP servers like Cloudflare for analytics, and composes steps from content creation to publication, with WAVE scoring to maintain message coherence across transitions.

Offer tiered subscriptions for access to the orchestration layer, with premium plans including advanced skills, MCP servers, and priority support. Revenue comes from monthly or annual fees, targeting enterprises needing scalable AI tool management.

Monetize by taking a commission on transactions when users publish skills or plugins to integrated marketplaces like npm, PyPI, or Obsidian. Provide packaging services via marketplace-bridges.md to streamline listings and drive ecosystem growth.

Provide bespoke services to build and integrate new skills, MCP servers, or connectors for clients, using the extend capability. Revenue is project-based, with ongoing maintenance contracts, ideal for industries with specialized tooling needs.