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Agentic Pipeline MCP

Use this skill when working on the Python agentic_ai subsystem or Claude Code MCP integration for this repository, including the LangGraph pipeline, local MCP server, cloud adapters, and the project .mcp.json configuration.

hoangsonww Updated
DevOps & Infra

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Agentic Pipeline MCP

This skill covers agentic_ai/ and the repo-local Claude Code MCP setup.

Working Rules

  • Treat agentic_ai/ as a separate Python project with its own settings and operational assumptions.
  • Use the current MCP server implementation as the source of truth for available tools, resources, and prompts.
  • Reconcile README claims, Make targets, health checks, and runtime code before saying the subsystem is ready.
  • If you wire Claude Code MCP integration, prefer the local Python module entrypoint over hand-wavy docs.

Validation

  • Check mcp_server/app.py, mcp_server/runtime.py, agentic_ai/config/settings.py, and agentic_ai/requirements.txt together.
  • Confirm whether a requested change belongs in the pipeline, the MCP wrapper, or the deployment adapters.

References

  • For runtime and config details, read references/pipeline-map.md.

hoangsonww/ai-gov-content-curator/tree/main/.claude/skills/agentic-pipeline-mcp commit be6341f3ac

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npx skillmds@latest add hoangsonww/agentic-pipeline-mcp-2