visualize

name	visualize
description	Build results dashboard, comparison view, or project overview. Triggers on "visualize", "可视化", "show results", "dashboard", "compare experiments", "chart my results", "project overview".
disable-model-invocation	true

Visualize

Build a Flask + HTML dashboard for experiment results via @viz-frontend.

Instructions

When this skill is invoked with optional <argument>:

Step 1: Determine target

• If argument is overview → project overview mode (delegates to @slides-maker Mode 3)
• If argument is compare → comparison mode (cross-experiment)
• If argument is an exp ID (e.g., exp01a) → that experiment
• If no argument → read .pipeline-state.json for current_exp
• If current_exp is null and no argument → ask user which experiment or overview

Step 2: Gather data

For single experiment:

• Read exp/{exp_id}/results/summary.md for quantitative results
• Read exp/{exp_id}/README.md for experiment context
• Check if viewer/app.py already exists (update vs create)

For compare mode:

• Read exp/summary.md for cross-experiment overview

Step 3: Delegate to @viz-frontend

For single experiment:

Build a results dashboard for experiment {exp_id}. Results data: {summary.md content} Experiment context: {README.md content} Viewer directory: viewer/ If viewer/app.py exists, add/update the view for this experiment. Otherwise create from scratch.

For compare mode:

Build a cross-experiment comparison dashboard. Summary data: {exp/summary.md content} Viewer directory: viewer/

For overview mode:

• Ask user what type: "slides" (default), "onboarding", or "demo-script"
• Delegate to @slides-maker:

  mode: overview content_type: {user's choice}

Step 4: Report

Tell user: "Dashboard ready. Run python viewer/app.py and open http://localhost:5001"