Representation learning for scientific images Starter

SkillMedia

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

Use Representation learning for scientific images Starter in Claude, ChatGPT or Ahel Desktop

Free. Sign in, add Representation learning for scientific images Starter and connect your AI. About a minute.

Also: Claude Code · Cursor · Codex

Then ask your AI: use the Representation learning for scientific images Starter skill

Details

Instructions available. Your AI can read the instructions. Execution depends on the setup they require.

Add Ahel to your AI once: Claude, ChatGPT, Cursor, Claude Code or Codex. Then ask it to use this.

Representation learning for scientific images StarterStart free
About this skill

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

What this skill tells your AI

The instructions your AI receives, as published by ma-compbio-lab/skillfoundry in skills/imaging-and-phenotype-analysis/representation-learning-for-scientific-images-starter/SKILL.md and read by Ahel’s review.

Use this starter when a task lands in the Representation learning for scientific images 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/imaging-and-phenotype-analysis/representation-learning-for-scientific-images-starter/scripts/run_frontier_starter.py --out scratch/frontier/representation-learning-for-scientific-images-starter.json.

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

Signals

GitHub stars
42
Forks
5
Last commit
Sep 2026
Advanced
Item type
skill
Key
representation-learning-for-scientific-images-starter
Source
github.com/ma-compbio-lab/skillfoundry