What problem does it solve? It standardizes how the Agent engineering group handles development tasks on Agent tools, Skills, context, and runtime integration within QuantCode, ensuring capability reuse, task grading, and controlled approvals instead of ad-hoc changes. ## Core Features & Use Cases - Capability Reuse First: Queries the Capability Catalog and group long-term Memory before building, recording real coverage with organization_reuse and proposing plans with organization_solution. - Graded Task Workflow: Classifies tasks by level, requiring L2/L3 work to wait for a frozen SolutionDoc before implementation begins. - Controlled Delivery: Produces change summaries, test evidence, artifact provenance, and open items, with knowledge promoted only after confirmation. - Use Case: A group member is asked to integrate a new runtime component; the Skill guides them to check existing organizational capabilities, draft a solution for user confirmation, implement in the authorized workspace, run tests, and report verified results. ## Quick Start Start a new Agent group task to integrate a runtime component, first checking the Capability Catalog and group Memory, then propose a solution plan for my confirmation before implementing.