Developer Profile

Piotr Wilkin (ilintar)

@pwilkin

Warsaw, Poland

GitHub

Impact Score Overview

Developer Impact & Statistics

Final Score

74 / 100Raw: 938.00

Repository Score

66 / 100Raw: 190.00

PR Score

86 / 100Raw: 1859.00

Contribution Score

61 / 100Raw: 159.00

Score Weight Distribution

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

Repository Score (45%)9% of final signal

Pull Request Score (45%)89% of final signal

Contribution Score (10%)2% of final signal

Top Work

Top Work & Highlights

Top Repositories

Most impactful repositories and pull requests

#1trellis.cpp

stars291

forks31

C++ 7300%Python 1400%TypeScript 600%

Score

#2catapult

stars100

forks8

Rust 6600%TypeScript 3300%

Score

#3openmoss

stars72

forks8

C++ 8500%Python 1000%JavaScript 200%

Score

Top Pull Requests

Most impactful repositories and pull requests

#1chat: enable tool call in thinking for DS4

in ggml-org/llama.cpp

stars on the PR repository127431

+122/-99

C++ 6300%C 1800%Python 800%

129

Score

#2model: add Kimi-K3 text model

in ggml-org/llama.cpp

stars on the PR repository127431

+1875/-31

C++ 6300%C 1800%Python 800%

129

Score

#3internal/mcp-stdio: integration + tests + fixes

in ggml-org/llama.cpp

stars on the PR repository127431

+1912/-97

C++ 6300%C 1800%Python 800%

129

Score

Community Contributions

comments

#1Issue

Eval bug: GLM-Z1-9B-0414

ggml-org/llama.cpp

stars127431

comments60

Score

#2Issue

Eval bug: data corruption on CUDA experts offload

ggml-org/llama.cpp

stars127431

comments50

Score

#3Issue

Eval bug: CUDA crash on tensor copy

ggml-org/llama.cpp

stars127431

comments29

Score

Scoring Transparency

▼

Repositories analyzed

Pull requests analyzed

131

Merged external PRs counted

131

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