Developer Profile

Shahmir Varqha

@Light2Dark

Malaysia

GitHub

Impact Score Overview

Developer Impact & Statistics

Final Score

51 / 100Raw: 469.00

Repository Score

27 / 100Raw: 38.00

PR Score

77 / 100Raw: 989.00

Contribution Score

42 / 100Raw: 73.00

Score Weight Distribution

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

Repository Score (45%)4% of final signal

Pull Request Score (45%)95% of final signal

Contribution Score (10%)1% of final signal

Top Work

Top Work & Highlights

Top Repositories

Most impactful repositories and pull requests

#1quality-of-life

stars12

forks2

watchers1

Python72%Jupyter Notebook25%HCL2%

Score

#2birthday-collisions

stars2

forks1

watchers0

HTML87%CSS7%Python7%

Score

#3chart-builder-mosaic

stars1

forks0

watchers0

TypeScript88%CSS10%JavaScript2%

Score

Top Pull Requests

Most impactful repositories and pull requests

#1fix: exclude DML CTE aliases from SQL dependencies

in marimo-team/marimo

stars on the PR repository23261

+125/-29

Python63%TypeScript36%

111

Score

#2fix: let users delete old chat history

in marimo-team/marimo

stars on the PR repository23261

+440/-27

Python63%TypeScript36%

111

Score

#3fix: report SQL errors during automatic dataframe conversion

in marimo-team/marimo

stars on the PR repository23261

+114/-44

Python63%TypeScript36%

111

Score

Community Contributions

Most impactful public issues and discussions

#1Issue

webpage crashes with large mo.ui.table page_size

marimo-team/marimo

stars23261

comments8

Score

#2Issue

ToolManager should strip Harmony `<|channel|>` suffixes from inbound tool names

pydantic/pydantic-ai

stars20756

comments7

Score

#3Issue

pytest state not immediately updated

marimo-team/marimo

stars23261

comments5

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