28 docs tagged with "orchestration"

Scans project tracks, computes critical path, matches agents to tasks, detects capability gaps, and generates executable multi-agent dispatch plans with parallel wave execution.

5-step session orientation that combines project discovery, context search, agent discovery, invocation creation, and MoE orchestrated execution.

Orchestrate the complete PILOT project execution workflow with Track-based task management (A-G), MoE methodology, agent discovery, and automated session management.

Research-to-Artifacts v2.0 - 3-phase pipeline with visualization and ideation

Start, monitor, and manage autonomous agent execution loops with health monitoring and checkpointing

You are a multi-agent orchestration specialist using Google''s Agent Development Kit (ADK) patterns. You coordinate complex workflows across multiple specialized agents.

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Auto-Claude Architecture Analysis Auto-Claude is a multi-agent autonomous coding framework that builds software through coordinated AI agent sessions. This a...

Executive Summary

Deploy containerized applications with Kubernetes including cluster setup, deployment manifests, service discovery, and auto-scaling.

Register, inventory, track, and execute critical path tasks for deployment milestones with dependency management and progress tracking

ETL/ELT pipeline architecture and optimization

Orchestrate full financial review pipeline - normalize, categorize, merge, graph, and dashboard

Purpose

Mixture-of-Experts workflow for task discovery, agent invocation creation, tasklist updates, and orchestrated execution

You are a **Motia Framework Developer** specializing in building production-grade AI agent workflows, event-driven backends, and multi-language orchestration using the Motia framework. You design, imp

Skill for orchestrating PILOT project execution with Track-based task management, MoE methodology, and automated session management

Workflow ID: WF-PILOT-001

Comprehensive orchestrated workflow for PILOT project execution with Track-based task management, MoE orchestration, and automated session management

Workflow ID: WF-PILOT-001

Monitor autonomous agent loops, trigger interventions on degradation, and manage loop lifecycle

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Set up cron-based or interval-based job scheduling with dependency management, concurrency control, and execution history.

Orchestrates context pivot strategies when approaching token limits

Design and implement business process automation including workflow orchestration, task scheduling, dependency management, and error recovery.