oort-cascade

What problem does it solve?

Task orchestration for complex, multi-step work by decomposing requests into specialized roles, wiring them into a dependency graph, executing in waves, and validating outputs before delivery.

Core Features & Use Cases

• Four-layer model: Task Cascade, Meta-Prompting, Handoff Protocol, Output Formatting
• Role-based decomposition: Researcher, Builder, Validator, Documenter, with optional specialists
• Dependency DAG and parallel wave execution to improve throughput
• Structured handoffs with data-first communication to improve traceability
• Use cases include multi-department projects, research-to-build transitions, and quality gate validation

Quick Start

Deploy a cascade by defining a complex task, assign roles, and implement handoffs to chain outputs through validators.