Developer Profile

Zijian Zhou

@BobbyZhouZijian

Singapore

GitHub

Impact Score Overview

Developer Impact & Statistics

Final Score

48 / 100Raw: 573.00

Repository Score

18 / 100Raw: 22.00

PR Score

81 / 100Raw: 1240.00

Contribution Score

35 / 100Raw: 53.00

Score Weight Distribution

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

Repository Score (45%)2% of final signal

Pull Request Score (45%)97% of final signal

Contribution Score (10%)1% of final signal

Top Work

Top Work & Highlights

Top Repositories

Most impactful repositories and pull requests

#1detail_release

stars6

forks1

watchers1

Python64%Jupyter Notebook35%Shell1%

Score

#2bobbyzhouzijian.github.io

stars1

forks0

watchers1

HTML98%JavaScript1%

Score

#3ProbablyApproximateShapleyFairness

stars5

forks0

watchers2

Python76%Jupyter Notebook24%

Score

Top Pull Requests

Most impactful repositories and pull requests

#1feat(checkpoints): save the Slime training checkpoint every N scenario versions

in Human-Agent-Society/reef

stars on the PR repository7636

+437/-40

Python96%C++2%TypeScript1%

Score

#2feat(recipe): add a built-in SFT recipe

in Human-Agent-Society/reef

stars on the PR repository7636

+886/-69

Python96%C++2%TypeScript1%

Score

#3refactor(scenario)!: run one training step at a time per scenario, and deliver experiment reports from one queue

in Human-Agent-Society/reef

stars on the PR repository7636

+462/-1509

Python96%C++2%TypeScript1%

Score

Community Contributions

Most impactful public issues and discussions

#1Issue

Reef daily activity report

Human-Agent-Society/reef

stars7636

comments8

Score

#2Issue

[Bug] Reject non-finite values for declared float recipe settings

Human-Agent-Society/reef

stars7636

comments5

Score

#3Issue

[RFC] Run each Reef component as a separately managed service

Human-Agent-Society/reef

stars7636

comments4

Score

Scoring Transparency

▼

Repositories analyzed

Pull requests analyzed

300

Merged external PRs counted

300

Own-repo PRs ignored

Unmerged PRs ignored

Unique external repositories

Issues analyzed

100

External issues counted

100

Discussions analyzed

External discussions counted

How this score was calculated

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

View full methodology