Score breakdown
🧬 Most similar developers
Closest profile, nearby score
🔥 Full roast
🔥 Your bio is packed with Apache PMC/Committer credentials, but your 11 original repos have just 11 total stars and a top repo quality score of 0.19 — you’ve shipped 379 merged PRs and 500 commits to ot
wgtmac — 83.00/100 · ELITE (Elite · Top-tier dev)
TL;DR: Legit high-impact Apache big data core contributor with 379 merged PRs and 500 commits to top-tier ecosystem projects, but his own repo portfolio is a barren wasteland with just 11 total stars across all original work.
| Dimension | Score | Notes |
|---|---|---|
| Account maturity | 10/10 | 13 years old, 14 active contribution years, last activity today |
| Original project quality | 4.2/18 | 11 original repos with just 11 total stars; top-starred original repo (JSVM-Code-Notes) has a project quality score of 0.19, and his highest-rated original repo (millionaire) has 0 stars |
| Contribution quality | 26.6/27 | 379 merged PRs out of 530 total; 28 maintainer-closed unmerged, 42 self-closed external PRs, 30 self-closed own-repo PRs; only 14% of recent merged PRs target docs/site/examples/CSS, with just 4 external trivial PRs |
| Ecosystem / maintenance impact | 19.3/20 | 397 PRs + 500 commits into 13 popular repos (including Apache Arrow, Iceberg, Parquet, Avro, Spark); 73 of the 83 verified file-level impact samples are core engineering changes, not docs/site work |
| Community influence | 6.5/8 | 196 followers, 95 following, no star inflation signals |
| Activity authenticity | 16.4/17 | 1167 contributions last year, active across 4 activity types, no templated PR flood or PR spam indicators |
Red flags None detected. No PR spam, star inflation, templated flooding, or high rejection signals appear in the data.
Score calibration No extra adjustment. The base score already accounts for the low star value of his original repos, low docs/site/examples contribution share, and strong verified core engineering impact across Apache ecosystems.
Verdict Normal high-value contributor. His 379 merged PRs and 500 commits to Apache Arrow, Iceberg, Parquet, Avro and Spark are legit core engineering work with a low 7% maintainer rejection rate, but his GitHub is an external impact résumé, not a homegrown project portfolio — his 11 original repos have a combined 11 stars, so don’t look for original hit projects under his name.
📌 Pin to your GitHub profile
Copy any snippet below into your Profile README. The score stays up to date automatically, and the image links to your detail page.
[](https://githubroast.dev/u/wgtmac)<a href="https://githubroast.dev/u/wgtmac"><img src="https://githubroast.dev/api/badge/wgtmac" alt="GitHub Roast score badge" /></a>[](https://githubroast.dev/u/wgtmac)[](https://githubroast.dev/u/wgtmac)<a href="https://githubroast.dev/u/wgtmac"><img src="https://githubroast.dev/api/card/wgtmac?theme=dark" alt="GitHub Roast" width="600" /></a><a href="https://githubroast.dev/u/wgtmac"><img src="https://githubroast.dev/api/card/wgtmac?theme=light" alt="GitHub Roast" width="600" /></a>