Intent-Based Composition

Automate plugin selection and dependency ordering by resolving high-level intents into ordered composition plans using greedy set cover for capability matching and Kahn's topological sort for execution sequencing. This eliminates manual plugin management and generates a complete installation plan.

Intent-based plugin composition translates a high-level description of desired outcomes into an ordered execution plan. You need it when setting up complex multi-plugin workflows like CI/CD pipelines with security scanning, where manual research and configuration become bottlenecks.

Generate an ordered composition plan by providing a high-level intent description and requiring explicit capability declarations in plugin manifests. The system applies greedy set cover to match capabilities and topological sorting to resolve dependencies, outputting a fully configured workflow.

Yes, automated plugin composition requires explicit capability declarations in plugin manifests to function correctly. The system relies on these declared capabilities to perform greedy set cover matching and supports custom capability naming conventions for flexible project contexts.

Yes, you can use custom capability naming conventions for plugin matching in your orchestration workflow. The composition system supports custom names alongside explicit capability declarations to accurately infer configurations and resolve dependencies for specialized project contexts.

The best way to resolve dependencies with overlapping capabilities is using Kahn's topological sort combined with greedy set cover. This approach identifies the minimal set of plugins needed and ensures they are installed and executed in the correct dependency sequence.