# microsoft/AI-Engineering-Coach

> A VS Code extension and GitHub Copilot canvas that analyzes local AI assistant session logs and turns them into a dashboard with metrics, anti-patterns, and context health scoring. No data leaves your machine.

- Magnitude: 1.0 out of 10 — Cooling
- Stars: 4,291 total · +1 star on 2026-09-26 (UTC), ≈ 3 by evening
- Star trust: star growth looks organic
- Category: AI agents · Language: TypeScript · License: MIT · Created: 2026-05-06 · Last push: 2026-09-23
- GitHub: https://github.com/microsoft/AI-Engineering-Coach · Page: https://gitnova.dev/en/r/microsoft/AI-Engineering-Coach

## Useful for

- Assess prompt quality and find anti-patterns via 45 rules
- Build stats on AI-generated code volume by language and model
- Find repeated prompts and turn them into reusable skills

## Why it’s here

- 1 star so far today, about 3 expected by the end of the day.

## Star trust

Star growth looks organic.

Star-trust labels are heuristics based on the repository’s behavior, not a check of every stargazer.

## Numbers

- Forks: 594
- Issues and pull requests: 260
- Watchers: 23
- Average over the last week: 5 per day
- Usual pace: 33 per day

## Stars per day, last 30 days (oldest → newest, today is partial)

2026-09-30 … 2026-10-29: None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None

## Magnitude by day, last 14 days

09-13 4.6, 09-14 4.3, 09-15 3.9, 09-16 3.7, 09-17 2.4, 09-18 1.9, 09-19 1.6, 09-20 1.6, 09-21 1.4, 09-22 1.2, 09-23 1.0, 09-24 0.9, 09-25 1.0, 09-26 1.0

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Magnitude (0–10) measures how fast and how unusually interest in a repository is growing right now. It is not a quality score.
Days are UTC. “So far today” is a fact; “expected by the end of the day” is a forecast.
Summaries and use cases are written by an LLM (DeepSeek V4.1 Flash) from the README and may be inaccurate: verify specific claims (benchmarks, speed, hardware) in the repository itself.
Data as of 2026-09-26 10:58 UTC, updated every 30 minutes.