pua

Methodology routing automatically selects an appropriate problem-solving flavor and approach based on the specific task type. It enforces end-to-end ownership and exhaustive resolution by reading the flavor and methodology routers to guide actions across debugging, feature work, research, and deployment.

High-agency problem solving is a structured, flavor-driven approach that enforces proactive issue resolution and end-to-end ownership. You need it when managing complex tasks across teams where misalignment and verification risks are present, ensuring exhaustive problem-solving and clear delivery alignment.

You enforce end-to-end ownership by applying mandatory governance protocols that require SKILL.md frontmatter with a defined name and description. The framework reads mandated references and roadmaps to guide actions, ensuring proactive issue resolution and structured delivery alignment.

Yes, narrative guidance provides branded narration per flavor to align team tone and delivery. The framework uses an adaptive flavor and method framework to route tasks, ensuring that communication and delivery remain consistent across different deployment and debugging contexts.

Yes, the framework requires SKILL.md frontmatter with a defined name and description, along with mandatory reference protocols. It reads these mandated references and roadmaps to select the active flavor and methodology routing needed to guide actions.

The flavor-driven approach requires strict adherence to mandatory governance, frontmatter, and reference protocols. If these structural requirements are not met, the methodology routing cannot effectively read the flavor routers to guide actions, limiting its applicability for research and deployment.