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Qcodes Parameter Sweep Starter

ASecurity

Use this skill to run a tiny deterministic parameter sweep with `QCoDeS`, persist the measurements to a local dataset database, and summarize the recorded sweep.

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  • Added September 8, 2026
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Scanned September 8, 2026

npx -y skills add ma-compbio-lab/SkillFoundry --skill qcodes-parameter-sweep-starter --agent claude-code

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SKILL.md
# QCoDeS Parameter Sweep Starter

Use this skill to run a tiny deterministic parameter sweep with `QCoDeS`, persist the measurements to a local dataset database, and summarize the recorded sweep.

## What it does

- reads a short setpoint list from a TSV file
- records a synthetic measurement sweep into a QCoDeS SQLite database
- reports run metadata, setpoint range, response statistics, and captured points

## When to use it

- you need a verified starter for `instrument-control-and-scheduling`
- you want a local pattern for QCoDeS `Measurement` plus dataset capture before wiring in real instruments
- you need a deterministic instrumentation example without hardware dependencies

## Example

```bash
./slurm/envs/instrumentation/bin/python skills/robotics-lab-automation-and-scientific-instrumentation/qcodes-parameter-sweep-starter/scripts/run_qcodes_parameter_sweep.py \
  --setpoints skills/robotics-lab-automation-and-scientific-instrumentation/qcodes-parameter-sweep-starter/examples/toy_setpoints.tsv \
  --db-out scratch/qcodes/toy_sweep.db \
  --summary-out scratch/qcodes/toy_sweep_summary.json
```

## Verification

- Skill-local tests: `python3 -m unittest discover -s skills/robotics-lab-automation-and-scientific-instrumentation/qcodes-parameter-sweep-starter/tests -p 'test_*.py'`
- Expected summary: `point_count == 4`, `response_mean == 1.15`, `run_id == 1`

Files in this skill

  • SKILL.md1.4 KB
  • assets/toy_sweep.db36 KB
  • assets/toy_sweep_summary.json619 B
  • examples/toy_setpoints.tsv27 B
  • metadata.yaml1.6 KB
  • refs.md430 B
  • scripts/run_qcodes_parameter_sweep.py4.4 KB
  • tests/test_run_qcodes_parameter_sweep.py2.4 KB

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