autogen-foundationlisted

Use when porting multi-agent orchestration machinery from Microsoft AutoGen (Python): single-queue envelope runtime, topic/subscription message bus, intervention hooks at dequeue time, group-chat supervisor loops (round-robin, LLM selector, swarm handoff, DAG graph flow), FIFO ordered delivery, termination algebra, run/stream lifecycle, bounded agent tool-call loops, RPC cancellation/failure ladders, name-keyed team checkpointing, middle-out token-budget contexts, mutate-and-report memory injection, subprocess executor timeout/cancel exit codes, grpc worker/host registration handshake with request-id correlation and disconnect cleanup, streamed tool-call workbenches, and pluggable model-context recall strategies.
ryan-brosas/universal-template · ★ 1 · AI & Automation · score 61

Install: claude install-skill ryan-brosas/universal-template

# AutoGen: Agent Runtime & Group-Chat Foundations ## Foundation contract This is a cold, source-specific foundation, not an operational procedure. It is historical, revision-pinned evidence rather than timeless guidance. Current project source, tests, requirements, and runtime behavior outrank this projection and decide what ships. ## Provenance and revision - Source record: `autogen`; portable upstream identity, license, coverage caveats, and retrieval history are preserved in the index. - Recorded revision: `main@027ecf0a379bcc1d09956d46d12d44a3ad9cee14`. - Full provenance, coverage caveats, boundaries, and preserved evidence: `references/index.md`. ## Topic map - Representative topics: Envelope dispatch; Interventions; Fan-out; Instantiation; Routing; Subscriptions; Subscription registry; Serialization. - Scope and retrieval questions: `references/index.md#use-this-for`. - Complete capsule chooser: `references/index.md#load-the-matching-source-dump`. - Detailed grouped map: `references/index.md#capsule-map`. - Source limitations and portability boundaries: `references/index.md#boundaries`. ## Retrieval Open the index, choose one capsule matching the active question, and load only that capsule. Revalidate its cited source and revision before relying on it. Do not bulk-load the inventory, treat historical claims as current truth, or apply this foundation as a procedure.