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Golden Dataset

Checked
yonatangross·vlatest·data·MIT

Golden Dataset generates high-quality, diverse synthetic data for training AI models, boosting performance and reducing bias issues.

Repository

Install on your platform

Showing Claude Code. One command installs this skill into any of the agents below.

  1. 1

    Run this in your project

    terminal
    $ npx skills add yonatangross/orchestkit --skill golden-dataset -a claude-code

  2. Uses the open-source skills CLI and needs Node.js. Add -g to install it for your user instead of this project.

What we know about this skill

Publisher

yonatangross

Taken from the source listing. We haven't verified who controls this account.

Install target

Live repository

Not pinned. Installing fetches whatever the repository holds at the time you run the command.

No human has reviewed this code. The checks below are a static scan of the files at one commit — nobody has run this skill or judged whether it works. A skill runs with whatever access you give your agent, so read the source before you install it.

Automated safety checks

scanned

This skill passed all 6 checks. We read its files at one commit and looked for the things that make a skill dangerous to run — not for whether it works.

  • Declares what it does: passed

    SKILL.md parses and declares a name and a description.

    SKILL.md exists, its frontmatter parses, and it declares a name and a description.

  • No undeclared network calls: passed

    Makes no network calls.

    Every host the skill dials — from its scripts, its config endpoints or the commands it tells the agent to run — is either well-known package and API infrastructure or declared in its own frontmatter. Links in documentation are not counted.

  • No obfuscated payloads: passed

    No encoded or obfuscated payloads.

    No base64, hex or compressed blob is decoded and then executed, and no encoded shell commands.

  • No credential access: passed

    Reads no keys, tokens, keychains or credential files.

    Neither the code nor the SKILL.md instructions read SSH keys, cloud credentials, keychains, token stores, browser cookie databases or dotfiles that hold secrets.

  • No pipe-to-shell installers: passed

    No pipe-to-shell or download-and-run installers.

    No `curl … | sh` pattern, in the code or in the instructions, that runs code fetched at run time.

  • Pinned to a commit: passed

    Scanned yonatangross/orchestkit at 7784b90c05.

    The exact upstream commit SHA that was scanned is recorded, so the result refers to specific bytes.

Commit
7784b90c05
Manifest
src/skills/golden-dataset/SKILL.md
Scanned
2 files, 424 lines
Copies in repo
2 — all of them scanned
This is a static scan, not a review. It reads the skill's files; it does not run them, and it cannot tell you whether the skill is any good or whether the code does what its description says. A skill runs with whatever access you give your agent.
What each check looks for →

About this skill

What it does

The golden-dataset skill is part of yonatangross/orchestkit and provides functionality related to AI agent orchestration. Based on the available metadata, this skill enables users to discover and install capabilities for AI agents within the TrustedSkills registry ecosystem.

When to use it

  • When working with orchestkit projects that require dataset management capabilities
  • For AI agent workflows involving golden dataset integration or validation
  • When installing skills from the yonatangross/orchestkit collection
  • During setup of AI agent systems requiring curated dataset handling

Key capabilities

  • Skill installation for AI agent frameworks
  • Integration with orchestkit ecosystem
  • Part of TrustedSkills registry infrastructure
  • Metadata-based discovery and deployment

Example prompts

  • "Install the golden-dataset skill from yonatangross/orchestkit"
  • "How do I use golden-dataset in my AI agent workflow?"
  • "What capabilities does golden-dataset provide for orchestkit?"

Tips & gotchas

Note: Detailed functional documentation is not available in the current source. For full implementation details, refer to the official yonatangross/orchestkit repository or TrustedSkills registry documentation. The skill has been installed 43 times