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🏆 Notable contributions

Popular open-source repos they've shipped to (commits + PRs)

Score breakdown

Account maturity8.9 / 10
Original project quality18.0 / 18
Contribution quality16.2 / 27
Ecosystem / maintenance impact15.1 / 20
Community influence7.0 / 8
Activity authenticity13.8 / 17

🛠 Featured work

Their own popular and pinned repositories

🧬 Stack & domains

Top languages
Python61%
Astro16%
Cuda13%
TeX5%
Shell2%
JavaScript1%

🧬 Most similar developers

Closest profile, nearby score

🔥 Full roast

🔥 Your 20k-star skill project is the only card you've got, nearly half your external contributions are site painting and doc patches, almost half your 16 repos are forks or empty shells, and your OSS pe

titanwings — 79.00/100 · SOLID (Solid · Trustworthy)

TL;DR: Carries one genuinely popular open-source project and a spotless PR record, but leans heavily on docs/site touch-ups and a single star-studded flagship to carry an otherwise barren home repo portfolio.

DimensionScoreNotes
Account maturity8.9/10Registered 5 years, actively contributing for 6 years, last activity 21 days ago
Original project quality18/1820,982 total stars, 19,968 of which come from the flagship colleague-skill project (quality score 1.0); all other original repos hold 0-12 stars with no meaningful user traction
Contribution quality16.2/276 total merged PRs, 0 maintainer rejections; only 1 of 3 verified external contributions is a core feature PR (the AgentDoG guardrail app), while the rest are docs/site/CI work or a trivial submodule addition linking your own project to a third-party repo
Ecosystem / maintenance impact15.1/204 all-time PRs + 107 commits into popular repos, 105 of which are commits to your own 20k-star colleague-skill, 2 commits to AI45Lab/AgentDoG, and 1 PR to youngyangyang04/leetcode-master; verified file-level sample covers 3 of these contributions
Community influence7/8463 followers with only 4 accounts followed, a strong follower ratio that far outpaces your actual broad code footprint
Activity authenticity13.8/17281 contributions in the last year, 3 distinct activity types tracked, no evidence of bot-like or templated PR flooding

Red flags

  • Nearly all star traction is locked into a single flagship repo (colleague-skill), with 7 of your 10 original repos sitting at 0 stars and no visible user engagement.
  • Two-thirds of your verified all-time contributions to popular third-party repos are docs/site/CI/template work rather than core engineering changes.
  • One of your 6 total merged PRs is a trivial submodule addition that links your own star-studded project into a third-party repo, a low-value change that pads your contributor badge without adding functionality to the target project.

Score calibration No extra adjustment was applied, as the base score already accounted for the high quality of your flagship project, clean PR record, and lack of farming or bot-like activity.

Verdict A normal, low-risk contributor with a strong flagship project and clean track record, but limited evidence of broad, core engineering impact beyond your own work and light docs/site contributions to third-party repos.