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chore(ai-layer): evolve AI Layer from PIV run
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CLAUDE.md

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@@ -591,6 +591,7 @@ curl http://localhost:3637/api/conversations/<conversationId>/messages
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- **AI Providers**: Implement `IAgentProvider`, session management, streaming
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- **Slash Commands**: Add to command-handler.ts, update database, no AI
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- **Database Operations**: Use `IDatabase` interface (supports PostgreSQL and SQLite via adapters)
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- **Plan insertion points**: Use stable text anchors (e.g., "after the `it('throws on ...')` test block"), never raw line numbers — line numbers drift on every preceding edit.
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### SDK Type Patterns
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