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The Agent Lifecycle Manager (agent_manager) is a specialized skill for Claude Code designed to maintain an organized ecosystem of AI agents within the Codex quant-lab environment. It automatically synchronizes agent registries, detects documentation drift, and identifies gaps in agent coverage based on your repository architecture. By scaffolding new agent instructions from templates and maintaining a detailed action log, it ensures that your quantitative research workspace remains scalable, well-documented, and consistently managed without manual overhead.