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Symbolic discovery of physical laws starter

Skill ma-compbio-lab/SkillFoundry/skills/physics-and-astronomy/symbolic-discovery-of-physical-laws-starter

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

Install
npx -y skills add ma-compbio-lab/SkillFoundry --skill symbolic-discovery-of-physical-laws-starter

Assembled from the repository path, not quoted from the project. Check it against their README if it does not work.

SKILL.md

0.8 KB, 165 tokens by cl100k_base, as published. Nobody here has run it

Symbolic discovery of physical laws Starter

Use this starter when a task lands in the Symbolic discovery of physical laws 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/physics-and-astronomy/symbolic-discovery-of-physical-laws-starter/scripts/run_frontier_starter.py --out scratch/frontier/symbolic-discovery-of-physical-laws-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.