STACKQUADRANT

microsoft/Trace

Prompt Engineering

End-to-end Generative Optimization for AI Agents

5.7
GitHub Metrics
Stars
730
Forks
58
Open Issues
4
Watchers
11
Contributors
14
Weekly Commits
0
Language
Python
License
MIT
Last Commit
Dec 10, 2025
Created
Jun 14, 2024
Latest Release
v0.1.3.8
Release Date
Mar 23, 2025
Synced: Apr 16, 2026
Quality Scores
Documentation Qualityw: 20%
6.0

Has docs site (https://microsoft.github.io/Trace/). Description: 48 chars. Stars signal: 730. Contributors: 14. Score: 6/10

Community Healthw: 20%
5.0

Stars: 730. Contributors: 14. Watchers: 11. Forks: 58. Issue ratio: 0.5%. Score: 5/10

Maintenance Velocityw: 15%
3.7

Last commit: 127d ago. Weekly commits: 0. Latest release: v0.1.3.8. Maturity bonus: 1.8y old. Score: 3.7/10

API Design & DXw: 20%
7.7

Stars/issues ratio: 183. Dynamic language: Python. Has documentation site. Permissive license: MIT. Popularity signal: 730 stars. Score: 7.7/10

Production Readinessw: 15%
5.0

Battle-tested: 730 stars. Peer review: 14 contributors. Versioned: v0.1.3.8. Licensed: MIT. Age: 1.8 years. Maintenance: last commit 127d ago. Score: 5/10

Ecosystem Integrationw: 10%
6.2

Fork interest: 58. Major ecosystem: Python. Integration-friendly: MIT. Adoption: 730 stars. Has web presence. Score: 6.2/10

Tags
agentic-agiagentic-workflowagentsaiautodiffcompound-systemsend-to-endgenerative-optimizationlarge-language-modelsllm
Radar
Documentation Quality
Community Health
Maintenance Velocity
API Design & DX
Production Readiness
Ecosystem Integration
microsoft/Trace — 5.7/10 — AI/LLM Repository Review — StackQuadrant