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Pattern-based detection recognizes structured product descriptions—project name, features, tech stack, timeline, business model—and automatically routes them into SpecWeave increment planning workflows. This eliminates manual routing and accelerates planning by identifying project structure without hardcoding for specific products.

Yes. The Skill applies pattern-based recognition across any product description in a SpecWeave project. It's not tied to a single product; the generic detection logic works wherever you have structured project information like features lists, timelines, or tech stacks.

The system identifies project name, description, features list, technology stack, timeline, problem statement, and business model. Recognition of these elements triggers context-aware routing to the appropriate SpecWeave increment planning workflow.

Provide a product description containing structured elements—project name, features, tech stack, timeline, or business model—within a SpecWeave project. The system automatically detects the structure and invokes the increment planning workflow without manual intervention.

Pattern detection uses signals-based activation, including SpecWeave context bonuses, to trigger automatic increment planning. When the system recognizes sufficient structured project information, it routes to the appropriate workflow without requiring explicit user activation.

Yes. The Skill applies to any SpecWeave project. It recognizes product structure within your existing project context and auto-routes to appropriate increment planning workflows, integrating seamlessly with your SpecWeave workflow.