agentic-pipeline-mcp

Name: Agentic Pipeline Mcp
Author: hoangsonww

// Change or review the Python agentic_ai subsystem or Codex-facing MCP integration for this repository. Use when work touches agentic_ai/, the LangGraph pipeline, the mcp_server package, .mcp.json, or cloud adapters for the agentic pipeline.

Exécuter dans Manus

$ git log --oneline --stat

stars:28

forks:17

updated:15 mars 2026 à 21:16

Explorateur de fichiers

3 fichiers

SKILL.md

readonly

name	agentic-pipeline-mcp
description	Change or review the Python agentic_ai subsystem or Codex-facing MCP integration for this repository. Use when work touches agentic_ai/, the LangGraph pipeline, the mcp_server package, .mcp.json, or cloud adapters for the agentic pipeline.

Agentic Pipeline MCP

Treat agentic_ai/ as a separate Python project.

Follow This Workflow

Read mcp_server/app.py, mcp_server/tools/, mcp_server/resources/, mcp_server/prompts/, config/settings.py, and core/pipeline.py together.
Use the current MCP server implementation as the source of truth for tools and resources.
Reconcile README claims, Make targets, and health-check assumptions before changing runtime guidance.
Only run local MCP or pipeline commands when the Python environment is known ready.

Use The References

Read references/pipeline-map.md for runtime paths and known drift.

related-skills.json

même dépôt

monorepo-workflows.md

from "hoangsonww/AI-Gov-Content-Curator"

Use this skill when working anywhere in the SynthoraAI monorepo and you need the repository-specific operating model: which service owns what, which commands are canonical, which wrappers are stale, how to choose tests, and which paths are generated or risky to edit.

2026-03-2528

drift-audit.md

from "hoangsonww/AI-Gov-Content-Curator"

Audit this repository for docs-to-code drift, broken paths, stale wrappers, inconsistent environment assumptions, or other mismatches between implementation and operational guidance. Use when Codex needs to verify whether repo docs, scripts, schedules, Dockerfiles, or MCP guidance still match the code.

2026-03-1528

agentic-pipeline-mcp.md

from "hoangsonww/AI-Gov-Content-Curator"

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.

2026-03-1528

drift-audit.md

from "hoangsonww/AI-Gov-Content-Curator"

Use this skill when you want Claude Code to audit this repository for docs-to-code drift, broken paths, stale scripts, inconsistent environment assumptions, or mismatches between implementation and operational docs.

2026-03-1528

backend-api-ai.md

from "hoangsonww/AI-Gov-Content-Curator"

Change or review the backend API, auth, controllers, models, sitewide chat backend, Gemini integration, Pinecone integration, or backend maintenance scripts in this repository. Use when work touches backend/ routes, controllers, services, models, scheduled handlers, or vector sync logic.

2026-02-2828

frontend-pages-router.md

from "hoangsonww/AI-Gov-Content-Curator"

Change or review the Next.js frontend in this repository. Use when work touches frontend/pages, frontend/components, frontend/services, auth UX, article detail flows, sitewide chat UI, browser-only state, or Pages Router behavior.

2026-02-2828

package.json