Unified AI System Gateway

Use this skill when a Codex workflow needs a self-hosted MCP gateway that makes ordinary language more precise before an agent acts. Unified AI System keeps the original request visible, compiles execution requirements, output constraints, clarification questions, and completion criteria, then exposes the result through a provider-free local path.

What it provides

• A published MCP stdio server with fifteen bounded tools.
• Deterministic prompt enhancement through gateway_prompt_enhance.
• Health and readiness checks before chat or workflow operations.
• A local fake-provider default that requires no provider key or account.
• Explicit evidence fields such as providerCalled, deterministic, detected signals, and compiled sections.

Safe first run

Treat this catalog entry as a discovery document, not as authorization to pull an image, create a container, or modify Codex configuration. The upstream official skill classifies the integration as risk: critical and defines the required review and approval sequence:

• Official skill and guarded setup procedure: https://github.com/happy520ai/unified-ai-system/tree/master/skills/unified-ai-gateway
• Reviewed immutable image identity and residual risks: https://github.com/happy520ai/unified-ai-system/blob/master/docs/security/mcp-image-review-0.4.9.md
• MCP behavior and provider-free verification guide: https://github.com/happy520ai/unified-ai-system/blob/master/packages/mcp-server/README.md

Follow that procedure exactly. Keep image download and non-executing content inspection under one explicit approval, then obtain separate approval before MCP registration or activation. Do not replace the reviewed digest with a mutable tag, enable container networking, mount host paths, pass credentials, or activate an unreviewed platform.

After an approved installation, restart Codex, inspect the server with /mcp verbose, and call gateway_health followed by gateway_readiness before using chat. Keep the fake-provider mode for the first run, and do not infer production readiness, L5 autonomy, or AGI from a successful handshake.

Installation

No source-backed install or usage instructions could be extracted automatically. Review the upstream project before running this skill in a sensitive workflow.

• Source: https://github.com/happy520ai/unified-ai-system/tree/master/skills/unified-ai-gateway