microsoft/AI-Engineering-Coach
better agentic engineering observed · 2026-10-07
Health v2 · maintenance only
59/100
- Activity 98
- Release rhythm 35
- Longevity 11
Flags: no_releases young
How is this computed?
round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-10-21. Adoption (stars, forks) is never an input.
- gap_med: n/a
- age_days: 167
- days_rel: n/a
- days_push: 14
- n_releases_24m: 0
Adoption not part of the score
4311 stars · 597 forks observed · 2026-10-07
What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-29, confidence not recorded
A VS Code extension that analyzes local AI coding assistant session logs (across any harness) and turns them into actionable insights via a dashboard. It tracks practice scores, detects 45 anti-patterns, measures AI-generated code output, finds reusable skills, and scores context health — all locally with no data leaving the machine.
Use cases
- analyze my AI coding assistant usage patterns
- detect anti-patterns in how I prompt AI coding tools
- measure how much code AI generates in my projects
- find repeated prompts and turn them into reusable skills
- audit my instruction files and workspace context quality
- track weekly trends in my agentic coding practice
- see which models and harnesses I use most
When to choose
- you use AI coding assistants (Copilot, Claude Code, etc.) and want to improve your agentic engineering habits
- you want privacy-first analytics that keep session data local
- you want a single dashboard across multiple AI coding harnesses
- you want actionable coaching on prompt quality, session hygiene, and context management
When to avoid
- you need a published marketplace extension with one-click install (you must build the .vsix yourself)
- you don't use AI coding assistants at all
- you need team-level or cloud-synced analytics rather than local, per-machine insights
- you use an editor other than VS Code 1.115+
Facets
plugin · maturity active
analytics developer-tools monitoring data-visualization developer-tools artificial-intelligence analytics editor-plugin cross-platform vscode-extension ai-coding-assistants agentic-engineering session-log-analysis prompt-quality local-privacy copilot-analytics desktop
1 source
- readme: https://github.com/microsoft/AI-Engineering-Coach · fetched 2026-10-07 · fee0eefe7309
Member repositories
| Repository | Role | Health v2 |
|---|---|---|
| microsoft/AI-Engineering-Coach | main | 59 |
For agents
markdown · JSON · MCP: product_card(name="microsoft/AI-Engineering-Coach")
Data as of 2026-10-19T08:05:51.212177+00:00 · Report a problem