Skill of Skills
📚 resourceActivePromisingmedium

example-scripts

by numerai

A collection of scripts and notebooks to help you get started quickly.

Stars

1.1k

Skill Type

🏗️ Code Scaffolding & Templates

Quality Score

87/200

License

MIT

Forks

306

Last Updated

Jun 11, 2026

Discovered

Mar 27, 2026

Validation

Passed

github.com/numerai/example-scripts

Quality Breakdown

87/ 200

Content Signals

○Gotchas/Edge Cases+40
✓Progressive Disclosure+30
○Trigger Description+20
○Verification/Safety+20
○Code Examples+15
○Composability+15

Repo Health

✓Recent Activity+15
○Scripts/Automation+10
✓Real Usage (Issues)+10
✓Single Responsibility+10
✓Config/Persistence+10
✓Install Instructions+5

Multi-platform bonus: +5 pts if tool supports 2+ platforms. Score derived from 12 structural signals — not stars or popularity.

Trust & Verification

medium

Requires extended permissions (shell access, subagents). Review before use.

Active

Updated within the last 90 days. Actively maintained.

Unverified skill. Always review source code before installing any skill from an unknown author.

Risk Assessment

  • README contains instruction to execute remote shell script via curl: 'curl -sL http://numer.ai/install-mcp.sh | bash' - this downloads and executes untrusted code
  • Repository includes agent skills framework (numerai/agents/skills/) that could enable autonomous multi-agent orchestration
  • AGENTS.md and agent skill definitions suggest potential for spawning sub-agents without explicit human approval gates
  • CLI utilities and model factory patterns present that could enable dynamic code execution
  • Agent framework appears designed for autonomous operation ('AI scientist') with example showing '--yolo' flag suggesting reduced safety guardrails