Developer Profile

Stephen Mwangi

@st3v3nmw

Nairobi, Kenya

GitHub

Impact Score Overview

Developer Impact & Statistics

Final Score

66 / 100Raw: 721.00

Repository Score

62 / 100Raw: 164.00

PR Score

83 / 100Raw: 1437.00

Contribution Score

5 / 100Raw: 5.00

Score Weight Distribution

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

Repository Score (45%)10% of final signal

Pull Request Score (45%)90% of final signal

Contribution Score (10%)0% of final signal

Top Work

Top Work & Highlights

Top Repositories

Most impactful repositories and pull requests

#1obsidian-spaced-repetition

stars2553

forks305

TypeScript 9500%CSS 400%JavaScript 100%

Score

#2sourcerer-mcp

stars119

forks12

Go 10000%

Score

#3awesome-django-performance

stars199

forks10

Score

Top Pull Requests

Most impactful repositories and pull requests

#1o/devicemgmtstate: reduce test boilerplate and duplication

in canonical/snapd

stars on the PR repository2049

+99/-311

Go 9300%C 300%Shell 200%

Score

#2o/devicemgmtstate: evict sequences immediately after failure

in canonical/snapd

stars on the PR repository2049

+275/-80

Go 9300%C 300%Shell 200%

Score

#3o/devicemgmtstate,o/assertstate: add task to validate request messages

in canonical/snapd

stars on the PR repository2049

+1002/-74

Go 9300%C 300%Shell 200%

Score

Community Contributions

comments

#1Issue

Working with Python's unittest

section-engineering-education/engineering-education

stars375

comments1

Score

#2Issue

Parse application/x-ndjson responses into structured data

canonical/snap-http

stars6

comments1

Score

#3Issue

Refactor wait_for to return the completed change response

canonical/snap-http

stars6

comments0

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