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Bug 1 — Broken snapshot example: - Replace graph.add_decision(category=...) with graph.record_decision() which accepts keyword args (add_decision expects a Decision object) - Define context = AgentContext(...) before calling context.checkpoint() and context.diff_checkpoints() — these APIs live on AgentContext, not ContextGraph Bug 2 — Invalid KG example imports: - Remove KnowledgeGraph, Entity, Relationship, CentralityAnalyzer — not exported - Replace with GraphBuilder.build() (dict-based API) and CentralityCalculator which are the actual public exports from semantica.kg - Fix pipeline example: KnowledgeGraph() → GraphBuilder() Bug 3 — Nonexistent SHACL APIs: - Remove export_shacl() and validate_graph() calls — not on OntologyEngine - Rewrite SHACL section to use real APIs: from_data(), export_owl(), validate(), from_text(), to_owl() - Remove semantica[shacl] install instructions (extra not in pyproject.toml) Bug 4 — Stale docs version badge: - docs/index.md: bump version badge and release tag link from v0.3.0 → v0.4.0 Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>