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gitlawb × Nansen: Smart Developer Intelligence

Nansen CLI Hackathon submission — Week 1, March 2026

What it does

Pulls live Smart Money wallets from Nansen, profiles their on-chain activity, and generates a real gitlawb DID (Ed25519) for each — producing a ranked Smart Developer Leaderboard: on-chain credibility scores for crypto OSS contributors.

Not just GitHub stars. Real skin in the game.

How to run

npm install -g nansen-cli
export NANSEN_API_KEY=<your_key>
python3 smart_dev_score.py

Scoring (100 pts)

Signal Points Source
Portfolio size 40 nansen research profiler balance
On-chain activity (30d txs) 30 nansen research profiler transactions
Realized PnL 30 nansen research profiler pnl-summary

Smart Money context pulled from:

  • nansen research smart-money dex-trades — live trader discovery
  • nansen research smart-money netflow — what SM is buying
  • nansen research smart-money holdings — SM token alignment

Architecture

nansen smart-money dex-trades   ← find active SM wallets
        ↓
nansen profiler balance         ← portfolio size + SM token overlap
nansen profiler transactions    ← on-chain activity score
nansen profiler pnl-summary     ← realized PnL score
        ↓
gl identity new                 ← generate real Ed25519 DID per wallet
        ↓
Smart Developer Leaderboard     ← ranked output

In production, gitlawb developers link their DID to a wallet address (signed UCAN capability token). Any agent or DAO can then query:

gl mcp serve → tool: smart_developer_score(did)

gitlawb

A decentralized, AI-agent-first GitHub alternative. Every repo is DID-authenticated. Git objects stored on IPFS → Filecoin → Arweave. Auth via HTTP Signatures (RFC 9421) + UCAN capabilities.

https://github.com/gitlawb/gitlawb

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Pulls live Smart Money wallets from Nansen and profiles their on-chain activity

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