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Wb
by
Membrane Dev
· GitHub ↗
· v1.0.1
· MIT-0
110
Downloads
0
Stars
0
Active Installs
2
Versions
Install in OpenClaw
/install wb
Description
W&B integration. Manage data, records, and automate workflows. Use when the user wants to interact with W&B data.
Usage Guidance
This skill appears to do what it says (connect to W&B via Membrane), but note two things before installing: (1) SKILL.md requires installing a third-party npm CLI (@membranehq/cli) even though the skill metadata lists no required binaries — verify and trust that package before installing (check the package source, GitHub repo, and maintainers). (2) Using the skill requires a Membrane account and will cause Membrane to hold/proxy your W&B credentials; only proceed if you are comfortable granting that access. Recommended precautions: inspect the @membranehq/cli package (or install it into an isolated environment/container), verify the Membrane service and privacy policy at getmembrane.com, and avoid pasting unrelated secrets when following the headless auth flow.
Capability Analysis
Type: OpenClaw Skill
Name: wb
Version: 1.0.1
The skill provides a legitimate integration for Weights & Biases (W&B) via the Membrane platform. It instructs the agent to install the official `@membranehq/cli` package and use it to manage authentication and API actions, explicitly advising against asking users for raw API keys to improve security. No evidence of malicious intent, data exfiltration, or harmful prompt injection was found.
Capability Assessment
Purpose & Capability
The name/description (W&B integration) align with the runtime instructions (use Membrane CLI to connect to W&B and run actions). However, the package metadata lists no required binaries or credentials while the SKILL.md explicitly requires installing and using the @membranehq/cli and a Membrane account — this is an inconsistency between declared requirements and the actual instructions.
Instruction Scope
The instructions are focused on using the Membrane CLI to create a connection, discover or create actions, and run them against W&B. They do not instruct the agent to read unrelated local files or exfiltrate arbitrary data. They do, however, direct use of networked third-party tooling (Membrane) and interactive authentication flows, which is expected for this integration.
Install Mechanism
Although the skill package itself has no install spec, SKILL.md tells users to run `npm install -g @membranehq/cli@latest` (and sometimes `npx ...`). Installing a global npm package from the public registry is a moderate-risk operation that will add third-party code to the system. The registry metadata did not declare this required binary, creating a hidden install step the user must trust.
Credentials
The skill requests no environment variables or local credentials and explicitly instructs not to ask users for W&B API keys (it relies on Membrane to manage auth). This is proportionate to the stated purpose, but it requires trusting Membrane/the CLI to hold and proxy W&B credentials on the user's behalf.
Persistence & Privilege
The skill is instruction-only, does not declare always: true, and does not request persistent system-wide privileges. There is no indication it will modify other skills or system configuration beyond the user installing the Membrane CLI.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install wb - After installation, invoke the skill by name or use
/wb - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.1
Auto sync from membranedev/application-skills
v1.0.0
Auto sync from membranedev/application-skills
Metadata
Frequently Asked Questions
What is Wb?
W&B integration. Manage data, records, and automate workflows. Use when the user wants to interact with W&B data. It is an AI Agent Skill for Claude Code / OpenClaw, with 110 downloads so far.
How do I install Wb?
Run "/install wb" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Wb free?
Yes, Wb is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does Wb support?
Wb is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created Wb?
It is built and maintained by Membrane Dev (@membranedev); the current version is v1.0.1.
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