Active learning experiment loops starter

Active-learning experiment loops Starter

Use this starter when a task lands in the Active-learning experiment loops 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/robotics-lab-automation-and-scientific-instrumentation/active-learning-experiment-loops-starter/scripts/run_frontier_starter.py --out scratch/frontier/active-learning-experiment-loops-starter.json.

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