{"categories":[{"label":"Application Frameworks","url":"https://skillfed.io/packages/category/software-development-libraries-application-frameworks/3"}],"enrichment":{"capability":"Provides high-level builder patterns for orchestrating multi-agent workflows in Microsoft Agent Framework, including sequential, concurrent, handoff, group chat, and Magentic One orchestration strategies.","skillfed_tags":["multi-agent-systems","orchestration-patterns","agent-framework"],"use_cases":["Chain multiple agents in sequence (e.g., research \u2192 analysis \u2192 writing) while preserving intermediate outputs for transparency.","Fan out tasks to parallel agents (e.g., multiple data sources) and aggregate results into a single response.","Route requests between agents based on content (e.g., triage \u2192 billing or support) without a central orchestrator.","Facilitate multi-agent conversations where an orchestrator selects which agent speaks next based on context.","Implement the Magentic One pattern for sophisticated multi-agent collaboration with a manager agent coordinating specialists."],"what_it_does":"Agent Framework Orchestrations is a builder library for composing multi-agent workflows on top of Microsoft Agent Framework. It abstracts common orchestration patterns\u2014sequential execution with context passing, parallel fan-out with aggregation, decentralized agent routing, orchestrator-directed conversations, and the Magentic One multi-agent pattern\u2014into reusable builder classes. Each builder constructs a Workflow object that chains or coordinates agents, with fine-grained control over which agent outputs appear as final Workflow Output versus Intermediate Output (visible as reasoning steps).\n\nThe package depends only on agent-framework-core and targets Python 3.10+. It is designed for developers building agentic systems who need to move beyond single-agent patterns and coordinate multiple specialized agents toward a common goal. The builders handle the plumbing of message passing, context preservation, and output selection, so you focus on defining participants and orchestration logic rather than low-level coordination.","worth_installing":"Yes. The package is production-stable, actively maintained, has no known vulnerabilities, and low install friction. It fills a clear gap for developers building multi-agent systems on Agent Framework who need structured orchestration patterns beyond single-agent logic. Install it if you are composing multiple agents and want to avoid reimplementing coordination logic."},"id":"agent-framework-orchestrations","links":{"html":"https://skillfed.io/packages/agent-framework-orchestrations","md":"https://skillfed.io/packages/agent-framework-orchestrations.md","pypi":"https://pypi.org/project/agent-framework-orchestrations/"},"maintenance":{"status":"active"},"meta":{"latest_release":"2026-08-14","license_spdx":null,"license_treatment":"permissive","name":"agent-framework-orchestrations","python_support":"supports_current","summary":"Orchestration patterns for Microsoft Agent Framework. Includes SequentialBuilder, ConcurrentBuilder, HandoffBuilder, GroupChatBuilder, and MagenticBuilder."},"popularity":{"monthly_downloads":345343,"position":7365,"tier":"top_15000"},"security":{"n_vulnerabilities":0},"version":"1.1.0"}