Developer Profile

Claytone Sikasote

@csikasote

Lusaka, Zambia

GitHub

Impact Score Overview

Developer Impact & Statistics

Final Score

19 / 100Raw: 32.00

Repository Score

35 / 100Raw: 55.00

PR Score

4 / 100Raw: 13.00

Contribution Score

11 / 100Raw: 12.00

Score Weight Distribution

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

Repository Score (45%)78% of final signal

Pull Request Score (45%)18% of final signal

Contribution Score (10%)4% of final signal

Top Work

Top Work & Highlights

Top Repositories

Most impactful repositories and pull requests

#1BembaSpeech

stars41

forks6

Score

#2bigc

stars11

forks8

Score

#3bembaspeech-exps

stars4

forks2

Jupyter Notebook 10000%

Score

Top Pull Requests

Most impactful repositories and pull requests

#1Added CFP for CAWL 2026

in acl-org/sigwrit

stars on the PR repository1

+106/-2

HTML 10000%

Score

#2Added workshop program

in acl-org/sigwrit

stars on the PR repository1

+58/-42

HTML 10000%

Score

#3Updated officer names

in acl-org/sigwrit

stars on the PR repository1

+5/-7

HTML 10000%

Score

Community Contributions

comments

#1Discussion

Audio segmentation of radio news and talk show in Non-English language.

pyannote/pyannote-audio

stars10493

comments1

Score

#2Issue

[Failing to upgrade flashlight and wav2letter in Docker Image on Ubuntu 20.04]

flashlight/wav2letter

stars6437

comments1

Score

#3Issue

[Error when testing on custom data]

flashlight/flashlight

stars5469

comments1

Score

Scoring Transparency

▼

Repositories analyzed

Pull requests analyzed

Merged external PRs counted

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