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Fixes #433 - ContextGraph.add_decision() now accepts keyword arguments (category, scenario, reasoning, outcome, confidence, entities, decision_maker) in addition to a Decision object, matching documented behaviour. Both call forms return the decision ID string. - Quickstart snippets in README, getting-started.md, and index.md changed from VectorStore(backend="faiss") to VectorStore(backend="inmemory") so they work without faiss-cpu installed. - docs/reference/context.md methods table updated to reflect the dual signature of add_decision(). - docs/bugs/quickstart_api_mismatch.md added to track the issue. Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>