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{"type":"assistant","message":{"id":"msg_01SdZAESSUotvT1NnwpRNAu3","type":"message","role":"assistant","model":"claude-3-5-sonnet-20241022","content":[{"type":"tool_use","id":"toolu_01L1TLVQ1JerSH4iGBpne2Rm","name":"mcp__filesystem__write_file","input":{"path":"/home/nick/enhanced-claude-code/build-strategy-v3.md","content":"# Build Strategy v3.0\n\n## Memory Integration Strategy\n- Initialize mem0 storage at project start\n- Store all architectural decisions with rationale\n- Cache library documentation in context7\n- Track all tool usage patterns\n- Log performance metrics and optimizations\n\n## Research Integration\n- Implement research workflow per CLAUDE.md\n- Use context7 for all library documentation\n- Store research findings for cross-project use\n- Log all research activities with outcomes\n\n## Tool Usage\n- Log every tool invocation with purpose\n- Track tool performance metrics\n- Store successful patterns in mem0\n- Monitor API limits and usage\n\n## Production Standards\n- No mock implementations\n- Integration tests only\n- Real API testing\n- Production rate limiting\n- Cloud-ready deployment\n\n## Security Implementation\n- Environment variables for config\n- Input validation everywhere\n- Proper SSL/TLS usage\n- Credential rotation support\n- Security audit logging\n\n## Error Management\n- Comprehensive error tracking\n- Automatic retries with backoff\n- Circuit breaker implementation\n- Clear operator messaging\n- Error pattern storage in mem0\n\n## Performance Strategy\n- Batch operations by default\n- Connection pooling\n- Response time monitoring\n- Memory usage tracking\n- Performance pattern storage\n\n## Documentation Approach\n- Automated documentation generation\n- Clear operational procedures\n- API documentation with examples\n- Configuration guides\n- Troubleshooting procedures"}}],"stop_reason":"tool_use","stop_sequence":null,"usage":{"input_tokens":4,"cache_creation_input_tokens":207,"cache_read_input_tokens":49414,"output_tokens":392,"service_tier":"standard"}},"parent_tool_use_id":null,"session_id":"32d933ff-f3fd-48de-92ef-8b2960f2ceb5"}
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