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#87

GAIN

0.00score
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0
shrievarshanbaskar/build-hackathon
OtherOPC-SG

GAIN is a next generation agent to agent maritime intelligence network designed to automate the trade of high fidelity threat data between autonomous logistics routers and sovereign data agents. Operating as an advanced proof of concept, the platform addresses severe global supply chain disruptions by utilizing an autonomous pipeline that sweeps raw web indicators, processes them via vector consensus, and restricts precision intelligence behind an HTTP 402 Payment Required server paywall. The core economic value proposition allows shipping networks to protect millions of dollars in container freight and avoid catastrophic delays or insurance spikes, saving hundreds of thousands of dollars, by paying mere pennies via cryptographic micro payments to drop the paywall, populate precise tactical coordinates on the global map, and unlock routing directives. While this demo version successfully establishes the programmatic end to end data pipeline, scaling the network for global enterprise use requires a significant amount of additional engineering to implement production grade multi agent zero knowledge proofs and deep hardware sensor integrations.

Offline Participation: SG_OPC_0712

Score breakdown

GitHub size · 50%X / social · 50%
0.6×0+0.4×0=0
GitHub size0 (50%)
Stars0 → 0
Forks0 → 0
Size score0
Weight× 0.6
X / social0 (50%)
Likes0
Replies0
Quotes0
Reposts0
Social score0
Weight× 0.4

Category comparison

GitHubSocial

#3 / 84 in category · OtherTop 4%

This project0
Category avg0.63
Category best33.65

Score History

2026-07-25

0.00

Total Size Social
0.30.20.10.10.0Jul 12Jul 25

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.