agno-foundationlisted

Use when building or porting an agent framework runtime — the single-agent run loop with retries/cancellation/HITL pauses/approvals and conversation time-travel (continue/fork/regenerate), model provider fallback and retry-with-guidance, OR the multi-agent layer: a supervisor/team-leader loop over member agents, an autonomous shared-task-list mode, tool routing for the leader model, cooperative run cancellation with cancel-before-start support, and HITL pause propagation from members to teams. Source code and direct tests are ground truth; references carry decisive excerpts and graph retrieval.
ryan-brosas/universal-template · ★ 1 · AI & Automation · score 61

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

# agno: Agent & Team Control-Plane 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: `agno`; portable upstream identity, license, coverage caveats, and retrieval history are preserved in the index. - Recorded revision: `main@9644f22982ae017eaa4ad85c561d927d9ac03119`. - Full provenance, coverage caveats, boundaries, and preserved evidence: `references/index.md`. ## Topic map - Representative topics: Run spine; Plan state; Autonomy loop; Cancellation; Message bus; Backpressure; Tool routing; Background work. - 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.