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Copilot Issue Automation + GitHub Pages Demo

This starter repo does four things:

  1. Lets you create GitHub issues that auto-assign @copilot
  2. Gives Copilot repository-specific instructions
  3. Prepares a lightweight environment for Copilot cloud agent
  4. Deploys a static dashboard to GitHub Pages with freshly generated synthetic data on each deploy

What this demo models

Domain: customer support operations for a B2B SaaS company

Embedded hypotheses in the generated data:

  1. Higher backlog today increases SLA breach risk tomorrow
  2. Email tickets have slower first response and lower CSAT than chat
  3. Weekend under-staffing creates a Monday ticket spike
  4. APAC has the strongest Monday backlog effect because staffing is leaner

The dashboard reads site/data/dashboard.json and renders:

  • KPI cards
  • trend charts
  • channel and region comparisons
  • hypothesis callouts
  • alert panels

Simplest setup steps

  1. Create a GitHub repo and copy these files in.
  2. Enable GitHub Copilot cloud agent for the repo.
  3. In Settings → Pages, choose GitHub Actions as the source.
  4. Push to your default branch.
  5. Open Actions and run Deploy GitHub Pages dashboard once if needed.
  6. Create a new issue using the Copilot Bug Fix template.

If your plan and repo permissions allow it, the issue template auto-assigns @copilot, and Copilot can open a branch and PR for review.

Local run

python scripts/generate_data.py --seed 42 --days 180 --output site/data/dashboard.json
python -m http.server 8000

Then open http://localhost:8000/site/.

Notes

  • The dashboard is intentionally static and dependency-free.
  • The dataset is synthetic but structured to feel realistic.
  • Each GitHub Pages deploy uses a fresh seed, so the site changes slightly from deploy to deploy.

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An AI-native dashboard

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