# AI Engineering Coach

> AI Engineering Coach - opens a private local dashboard that analyzes AI coding sessions, practice patterns, output, and context health. Say "AI engineering coach" to start.

- Skill: `dubsopenhub/ai-engineering-coach` (Agent Skill, multi-file: 2 files)
- Install (CLI): `npx skillmds@latest add dubsopenhub/ai-engineering-coach`
- Raw SKILL.md: https://api.skillmd.com/api/skills/dubsopenhub/ai-engineering-coach/raw
- Safety review: pending
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: Coding & Dev Tools
- Author: DUBSOpenHub (https://skillmd.com/u/dubsopenhub)
- Updated: 2026-09-21
- Page: https://skillmd.com/skills/dubsopenhub/ai-engineering-coach

---


# AI Engineering Coach

Open Microsoft's AI Engineer Coach as a canvas in the GitHub Copilot app. The
dashboard reads local AI session logs without modifying them, and its analysis
runs on this machine.

## Canonical installation

- Repository: `~/copilot-workspace/AI-Engineering-Coach`
- Launcher: `~/.copilot/skills/ai-engineering-coach/open.sh`
- Copilot canvas: `.github/extensions/ai-engineer-coach`

Do not clone another copy or substitute a similarly named project.

## On trigger

When the user asks to open or run AI Engineering Coach:

1. Run exactly:

   ```bash
   ~/.copilot/skills/ai-engineering-coach/open.sh
   ```

2. Confirm briefly that the project opened in the GitHub Copilot app.
3. If the app does not select it automatically, tell the user to open the
   **AI Engineer Coach** canvas.

Do not reproduce the dashboard in chat, upload session data, or start a remote
service.

## Status

When the user asks whether the coach is installed or ready, run:

```bash
~/.copilot/skills/ai-engineering-coach/open.sh --check
```

Report any failed check plainly.

## Update

Only when the user explicitly asks to update the coach, run:

```bash
~/.copilot/skills/ai-engineering-coach/open.sh --update
```

The updater refuses to pull over local repository changes. Never discard,
reset, or overwrite those changes.

## Failures

- If the canonical repository is missing, stop and report that it must be
  restored from `https://github.com/microsoft/AI-Engineering-Coach`.
- If GitHub Copilot is missing, stop and report that the desktop app is
  required for the canvas.
- If installation or build commands fail, surface the command output; do not
  claim the dashboard is ready.