← ClaudeAtlas

ai-foundationlisted

Use when building LLM abstractions or chat/agent UIs: agent step loops with approval replay, typed output envelopes, history round-tripping, tool-drift fingerprints, stream shims, useChat/useObject hook state machines, RSC streamable value/UI protocols, and schema normalization.
ryan-brosas/universal-template · ★ 1 · AI & Automation · score 61
Install: claude install-skill ryan-brosas/universal-template
# AI SDK Foundation ## 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: `ai`; portable upstream identity, license, coverage caveats, and retrieval history are preserved in the index. - Recorded revision: `main@9d9a73f1551f2243035491e9de5a2e00ebf9eb17`. - Full provenance, coverage caveats, boundaries, and preserved evidence: `references/index.md`. ## Topic map - Representative topics: Streaming & termination; Tool-call recovery; Provider abstraction; Non-stream orchestrator; Structured output; History round-trip; Approval round-trip; Tool drift detection. - 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.