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Dash scientific dashboard starter

Skill ma-compbio-lab/SkillFoundry/skills/visualization-and-reporting/dash-scientific-dashboard-starter

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

Install
npx -y skills add ma-compbio-lab/SkillFoundry --skill dash-scientific-dashboard-starter

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

SKILL.md

1.3 KB, 263 tokens by cl100k_base, as published. Nobody here has run it

Dash Scientific Dashboard Starter

Use this skill to build a deterministic Dash dashboard scaffold from toy measurements and inspect the resulting layout, callback, and preview artifacts.

What This Skill Does

  • loads a small tabular measurement set
  • defines a Dash app with a metric selector, summary cards, and a trend graph
  • writes both a Dash HTML shell and a standalone preview figure plus a machine-readable summary

When To Use It

  • when you need a runnable dashboards starter
  • when you want a local Dash scaffold before wiring in live scientific data sources
  • when you need deterministic layout and callback metadata for repository tests

Run

./slurm/envs/reporting/bin/python skills/visualization-and-reporting/dash-scientific-dashboard-starter/scripts/build_dash_scientific_dashboard.py \
  --input skills/visualization-and-reporting/dash-scientific-dashboard-starter/examples/toy_measurements.tsv \
  --html-out scratch/dash/dashboard_preview.html \
  --summary-out scratch/dash/dashboard_summary.json

Notes

  • The Dash app is not served in tests; instead the skill validates the app structure, registered callback map, and offline preview outputs.
  • The preview HTML is self-contained so it remains viewable without a running Dash server.

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.