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Scale Ai
by
Membrane Dev
· GitHub ↗
· v1.0.3
· MIT-0
212
Downloads
0
Stars
0
Active Installs
4
Versions
Install in OpenClaw
/install scale-ai
Description
Scale AI integration. Manage Organizations, Users, Goals. Use when the user wants to interact with Scale AI data.
Usage Guidance
This skill is an instruction-only integration that relies on the Membrane CLI and a Membrane account to access Scale AI. Before installing or using it: (1) Confirm you trust the Membrane project (@membranehq) and review getmembrane.com and the package on npm/GitHub, since the CLI runs code on your machine and stores auth tokens locally. (2) Understand that Membrane will hold/refresh Scale API credentials server-side — you will authenticate via a browser flow; do not paste Scale/other API keys into chat. (3) Installing the CLI globally (npm -g) modifies your system PATH; prefer npx if you want to avoid a global install. (4) If you need stronger assurance, ask for the skill's provenance (who published it) or request a version that references an official Membrane release URL. If those checks pass, the skill appears coherent and appropriate for interacting with Scale AI via Membrane.
Capability Analysis
Type: OpenClaw Skill
Name: scale-ai
Version: 1.0.3
The skill bundle provides instructions for an AI agent to interact with Scale AI using the Membrane CLI. It follows standard integration patterns, including installing the official Membrane CLI, authenticating via OAuth-style flows, and discovering/running actions through the Membrane platform. The instructions (SKILL.md) emphasize security best practices by advising the agent to let the platform handle credentials rather than requesting API keys from the user. No indicators of data exfiltration, malicious execution, or harmful prompt injection were found.
Capability Assessment
Purpose & Capability
The skill's name/description (Scale AI integration) match the instructions: it delegates Scale AI access to the Membrane platform/CLI. Requiring a Membrane account and network access is coherent for this purpose.
Instruction Scope
SKILL.md only instructs installing and using the Membrane CLI (login, connect, list/create/run actions). It does not ask the agent to read unrelated files, other env vars, or exfiltrate data. Headless login via printed URL is documented and expected.
Install Mechanism
There is no registry install spec, but the instructions ask the user to run 'npm install -g @membranehq/cli' or use 'npx'. Installing a third-party CLI from npm is a normal but non-trivial action: it will write binaries to the system and run code from the npm registry, so users should trust the Membrane package before installing.
Credentials
The skill declares no required env vars or credentials. It instructs using Membrane to manage Scale API credentials server-side, which is proportionate. Note: credentials will be stored/managed by Membrane (outside the skill).
Persistence & Privilege
The skill is not always-enabled and is user-invocable. It does not request persistent platform privileges or modify other skills/config. Autonomous invocation remains possible (platform default) but is not amplified by extra privileges.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install scale-ai - After installation, invoke the skill by name or use
/scale-ai - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.3
Auto sync from membranedev/application-skills
v1.0.2
Revert refresh marker
v1.0.1
Refresh update marker
v1.0.0
Auto sync from membranedev/application-skills
Metadata
Frequently Asked Questions
What is Scale Ai?
Scale AI integration. Manage Organizations, Users, Goals. Use when the user wants to interact with Scale AI data. It is an AI Agent Skill for Claude Code / OpenClaw, with 212 downloads so far.
How do I install Scale Ai?
Run "/install scale-ai" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Scale Ai free?
Yes, Scale Ai is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does Scale Ai support?
Scale Ai is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created Scale Ai?
It is built and maintained by Membrane Dev (@membranedev); the current version is v1.0.3.
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