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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.
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#204

Agent Decision Confidence

0.00score
Open GitHub RepositoryOpen Project WebsiteShare card
0
beltran12138/risk-normalize
Framework

A dependency-free meta-layer that normalizes disagreeing risk APIs onto one 0-100 basis, tells an agent how much to trust the combination, and leaves an audit trail. Ships as a library and an MCP server.

Score breakdown

GitHub size · 50%X / social · 50%
0.75×0+0.25×0=0
GitHub size0 (50%)
Stars0 → 0
Forks0 → 0
Size score0
Weight× 0.75
X / social0 (50%)
Likes0
Replies0
Quotes0
Reposts0
Social score0
Weight× 0.25

Social mentions

1 posts on 𝕏
0likes0reposts0replies + quotes

Category comparison

GitHubSocial

#2 / 7 in category · FrameworkTop 29%

This project0
Category avg2.66
Category best18.6

Score History

2026-08-12

0.00

Total Size Social
0.30.20.10.10.0Jul 26Aug 12

Execution flow

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