Intent-Based Composition
Intent-Based Composition Skill
Overview
The Intent-Based Composition Engine transforms a high-level description of what you want to achieve into a concrete, ordered plan of which plugins to install and how to configure them. Instead of manually inspecting each plugin's capabilities and dependencies, you describe your intent and the engine figures out the rest.
The engine operates in three phases:
- Capability Matching -- find which plugins satisfy your requirements
- Dependency Resolution -- determine the correct install/execution order
- Configuration Inference -- auto-generate sensible defaults from your project
When to Use Intent-Based Composition
Use this skill when:
- You know what you want to accomplish but not which plugins provide it
- You need to install multiple plugins that must work together
- You want automatic dependency ordering so plugins install in the right sequence
More from lobbi-docs/claude
vision-multimodal
Vision and multimodal capabilities for Claude including image analysis, PDF processing, and document understanding. Activate for image input, base64 encoding, multiple images, and visual analysis.
276design-system
Apply and manage the AI-powered design system with 50+ curated styles
127complex-reasoning
Multi-step reasoning patterns and frameworks for systematic problem solving. Activate for Chain-of-Thought, Tree-of-Thought, hypothesis-driven debugging, and structured analytical approaches that leverage extended thinking.
113gcp
Google Cloud Platform services including GKE, Cloud Run, Cloud Storage, BigQuery, and Pub/Sub. Activate for GCP infrastructure, Google Cloud deployment, and GCP integration.
75kanban
Kanban methodology including boards, WIP limits, flow metrics, and continuous delivery. Activate for Kanban boards, workflow visualization, and lean project management.
64debugging
Debugging techniques for Python, JavaScript, and distributed systems. Activate for troubleshooting, error analysis, log investigation, and performance debugging. Includes extended thinking integration for complex debugging scenarios.
60