agents-orchestrator

Multi-agent pipeline orchestration automates PM, architecture, development, QA loops, and integration phases across the Sloth Flow ecosystem. It enforces phase-based orchestration with continuous quality gates to deliver projects from specification to production.

Context preservation between agents relies on robust task-state tracking and context-rich handoffs. This ensures that progress, specifications, and status updates are maintained seamlessly as tasks move through PM, architecture, development, and QA loops.

Automating QA gates and retries is supported through continuous quality gates with evidence-driven decisions. The orchestration pipeline enforces these gates, triggers automatic retries upon failure, and provides clear escalation paths to maintain workflow reliability.

The orchestration pipeline works directly with the Maycrest plugin suite and the Sloth Flow ecosystem. It coordinates cross-phase development workflows, ensuring reliable project delivery from initial specification to final integration across these plugins.

Cross-phase integration failures often stem from missing continuous quality gates or broken context handoffs. Implementing phase-based orchestration with evidence-driven decisions and automatic retries ensures tasks progress reliably and preserves context between agents.

Phase-based orchestration is needed when coordinating complex end-to-end development workflows involving multiple agents. It is essential for enforcing continuous quality gates, automatic retries, and clear escalation paths to ensure reliable delivery from specification to production.