Developer Profile

Aymeric Roucher

@aymeric-roucher

Paris

GitHub

Impact Score Overview

Developer Impact & Statistics

Final Score

67 / 100Raw: 1070.00

Repository Score

49 / 100Raw: 97.00

PR Score

88 / 100Raw: 2260.00

Contribution Score

49 / 100Raw: 95.00

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

#1GAIA

stars153

forks25

Jupyter Notebook 7500%Python 2500%

Score

#2agent_reasoning_benchmark

stars102

forks12

Python 7400%Jupyter Notebook 2600%

Score

#3Secretary

stars22

forks4

Swift 9800%Shell 200%

Score

Top Pull Requests

Most impactful repositories and pull requests

#1Deprecate transformers.agents

in huggingface/transformers

stars on the PR repository164794

+32/-659

Python 10000%

132

Score

#2Agents: turn any Space into a Tool with `Tool.from_space()`

in huggingface/transformers

stars on the PR repository164794

+130/-59

Python 10000%

132

Score

#3Agents: Small fixes in streaming to gradio + add tests

in huggingface/transformers

stars on the PR repository164794

+138/-41

Python 10000%

132

Score

Community Contributions

comments

#1Issue

Brand request: Hugging Face

FortAwesome/Font-Awesome

stars76904

comments24

Score

#2Issue

Change MCP tool import to make context manager optional

huggingface/smolagents

stars29158

comments13

Score

#3Issue

Cannot resolve model_id on ChatHuggingFace, depending on the order of type hints

langchain-ai/langchain

stars145660

comments7

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

External issues counted

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