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Integrate One AI through the Membrane CLI to list and run actions for chat, documents, workspaces, and users with built-in auth and proxying.
This skill provides a practical integration for One AI (language APIs) via the Membrane CLI. It teaches agents how to authenticate, create and manage connections, discover available actions, and run those actions in a machine-readable JSON form. The skill focuses on common tasks such as starting chat sessions, working with documents and workspaces, listing available actions, and proxying raw HTTP requests through Membrane so the agent can call One AI endpoints without handling secrets directly. It includes guidance for headless and interactive environments and recommends using Membrane's --json flags for predictable outputs.
Use this skill when a user asks the agent to interact with One AI resources: summarize or translate text, run a chat, manage documents, or call One AI endpoints. Prefer it whenever credentials or token refresh are required or when you want a safer proxy approach rather than embedding API keys in prompts. It also applies when the agent should discover available actions programmatically before constructing requests.
--json output is provided.Best suited for agents and harnesses that can call CLIs and parse JSON output (OpenClaw, Claude Code, Copilot/Codex-like harnesses). The skill assumes network access and a Membrane account; it's engineered for CLI-capable agent runtimes.
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