LIVE DATA LOADING
FETCHING CURRENT REGISTRY DATA • PROJECT STATUS WILL UPDATE AUTOMATICALLY · Notice The leaderboard is not the final competition ranking — OpenArena.to Leaderboard standings serve as a reference metric for the Attention Award.
SUBMIT
SYNCING
#46

NotebookLM-py

77.72score
Open GitHub RepositoryOpen Project WebsiteShare card
0
teng-lin/notebooklm-py
Othertrack1-107public-leaderboard-recovhigh

Unofficial Python API and agentic skill for Google Gemini Notebook. Full programmatic access to NotebookLM's features—including capabilities the web UI doesn't expose—via Python, CLI, and AI agents li

Score breakdown

GitHub size · 100%X / social · 0%
0.6×129.54+0.4×0=77.72
GitHub size77.72 (100%)
Stars18,738 → 59.03
Forks2,524 → 70.51
Size score129.54
Weight× 0.6
X / social0 (0%)
Likes0
Replies0
Quotes0
Reposts0
Social score0
Weight× 0.4

Category comparison

GitHubSocial

#13 / 62 in category · OtherTop 21%

This project77.72
Category avg39.1
Category best101.33

Ranked in category

01everything claude code101.302Agency-Agents97.203claude mem89.604LiteLLM89.505cowagent88.606nanobot87.507claude-howto84.308ZeroClaw83.309gbrain82.010openscreen81.4

Score History

2026-10-23

77.72

Total Size Social
97.272.948.624.30.0Sep 20Oct 23

Execution flow

01 → Submit
GitHub repo + X post submitted with a wallet-signed payload.
02 → Fetch
Stars, forks and X engagement are pulled and snapshotted daily.
03 → Score
Size (GitHub) and social (X) are scored, then category-weighted.
04 → Rank
Ranked against the field; the daily trend is recorded.