Tianbao Xie (@Timothyxxx) - Developer Impact & Stats | DevImpact

Developer Profile

Tianbao Xie

@Timothyxxx

Hong Kong, SAR

Impact Score Overview

Developer Impact & Statistics

Final Score

61 / 100Raw: 615.00

Repository Score

49 / 100Raw: 95.00

PR Score

81 / 100Raw: 1265.00

Contribution Score

23 / 100Raw: 29.00

Score Weight Distribution

finalScore = repoScore * 0.45 + prScore * 0.45 + contributionScore * 0.10

Repository Score (45%)7% of final signal

Pull Request Score (45%)93% of final signal

Contribution Score (10%)0% of final signal

Top Work

Top Work & Highlights

Top Repositories

Most impactful repositories and pull requests

#1TestTimeTrainingPapers

stars59

forks1

23

Score

#2Chain-of-ThoughtsPapers

stars2104

forks143

22

Score

#3RetrivalLMPapers

stars233

forks12

15

Score

Top Pull Requests

Most impactful repositories and pull requests

#1Fix OSWorld task definitions and evaluator robustness issues

in xlang-ai/OSWorld

stars on the PR repository3124

+130/-38

Python 9900%

89

Score

#2Restore chrome example 44ee5668 and re-add to test lists

in xlang-ai/OSWorld

stars on the PR repository3124

+289/-8

Python 9900%

89

Score

#3Organize run scripts v2

in xlang-ai/OSWorld

stars on the PR repository3124

+932/-1028

Python 9900%

89

Score

Community Contributions

comments

#1Issue

About the training speed verification

XiangLi1999/PrefixTuning

stars961

comments6

13

Score

#2Issue

PDF and Docs file support

xlang-ai/OpenAgents

stars4860

comments2

9

Score

#3Issue

~190 broken external URLs in setup scripts — 161 tasks across 59 environments affected

cmu-l3/gym-anything

stars278

comments3

8

Score

Scoring Transparency

▼

Repositories analyzed

50

Pull requests analyzed

60

Merged external PRs counted

60

Own-repo PRs ignored

0

Unmerged PRs ignored

0

Unique external repositories

22

Issues analyzed

17

External issues counted

17

Discussions analyzed

0

External discussions counted

0

How this score was calculated

View the full scoring methodology with formulas, penalties, and step-by-step flow.

View full methodology