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Active learning starter

Skill ma-compbio-lab/SkillFoundry/skills/statistical-and-machine-learning-foundations-for-science/active-learning-starter

A framework for discovering, compiling, and validating reusable skills for scientific agents.

Install
npx -y skills add ma-compbio-lab/SkillFoundry --skill active-learning-starter

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SKILL.md

0.7 KB, as published. Nobody here has run it

Active learning Starter

Use this starter when a task lands in the Active learning frontier leaf and the repository has curated resources but no dedicated runtime implementation yet.

What this starter does

  • Summarizes the local resource anchors for the leaf.
  • Emits a machine-readable starter plan with promotion steps.
  • Gives the agent a stable local entry point before a full runtime skill exists.

How to use it

Run python3 skills/statistical-and-machine-learning-foundations-for-science/active-learning-starter/scripts/run_frontier_starter.py --out scratch/frontier/active-learning-starter.json.

Then inspect refs.md and examples/resource_context.json to promote the starter into a concrete executable workflow.

Keep looking

Skills are one crate of 328,083. Ordering is by how many stacks a row turns up in, so the top of any crate is what has actually been picked rather than what has the most stars.