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Add agent CLI, MCP server, and Codex plugin surface#12

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gaofeng21cn wants to merge 1 commit intoVisionXLab:mainfrom
gaofeng21cn:codex/agent-adapter
Open

Add agent CLI, MCP server, and Codex plugin surface#12
gaofeng21cn wants to merge 1 commit intoVisionXLab:mainfrom
gaofeng21cn:codex/agent-adapter

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Summary

  • Add a headless agent adapter and JSON CLI for validating config, running paper-title analyses, listing results, and reading result summaries.
  • Add an optional MCP server plus project .mcp.json and a Codex plugin/skill surface for agent discovery.
  • Return machine-readable run envelopes from the title pipeline while preserving the existing WebSocket all_done event.
  • Document agent usage and repair tests for package imports / Python 3.14 event-loop behavior.

Validation

  • python3 -m pytest -q test
  • python3 -m compileall -q citationclaw test
  • python3 /Users/gaofeng/.codex/skills/.system/skill-creator/scripts/quick_validate.py skills/citationclaw
  • python3 - <<'PY'
    import citationclaw.mcp_server as server
    print('mcp_import=ok')
    PY
  • CLI smoke with python3 -m citationclaw.agent_cli in test_mode: status=success, folder_count=1, record_count=5

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