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.

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.

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.

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.

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.

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.

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.

Change or review infrastructure, deployment, or rollout logic in this repository. Use when work touches infrastructure/, Terraform, Kubernetes manifests, monitoring config, deployment wrappers, or environment-specific operational assumptions.

Change or review the crawler and newsletter job surfaces in this repository. Use when work touches crawler/ or newsletters/, scheduled routes, vercel.json cron definitions, cleanup scripts, article ingestion, summarization, digest generation, or other live operational workflows.

Route work to the correct service and command surface in the SynthoraAI monorepo. Use when Codex needs repository-specific guidance about which directory owns a task, which commands are canonical, which wrappers are stale, what validation to run, or which paths are generated and should not be edited.

Check whether work in this repository is ready to hand off, merge, or deploy. Use when Codex needs to map changed files to the right validation commands, identify untested high-risk surfaces, or summarize what is still blocking release readiness across backend, frontend, crawler, newsletters, agentic_ai, or infrastructure.

Use this skill when changing the backend API, controllers, auth, article ingestion, sitewide chat backend, Gemini integration, Pinecone integration, or backend maintenance scripts in this repository.

Use this skill when changing the crawler or newsletter scheduled jobs in this repository, including cron routes, cleanup scripts, article ingestion, summarization, digest generation, or operational safeguards around live jobs.

Use this skill when changing the Next.js frontend in this repository, especially pages/, components/, services/, auth flows, article detail pages, favorites, translation, or the sitewide AI chat UI.

Use this skill when changing infrastructure/, deployment scripts, Docker deployment assumptions, Terraform, Kubernetes manifests, monitoring, or rollout logic in this repository.

Use this skill when you want Claude Code to check whether a change in this repository is ready to hand off, merge, or deploy. It is best for deciding what validation is still missing across backend, frontend, crawler, newsletters, agentic_ai, or infrastructure.