Agent skill · data analytics · binance
binance-leaderboard
On-chain wallet leaderboard and Gem Hunter analysis on Binance Web3. Query top trader rankings by PnL, win rate, volume, trade count, or token count across BSC/Solana/Base/ETH. Analyze individual wallet addresses with a 6-dimension scoring model (winrate/stability/drawdown/ tags/pnl/follow_friendly) plus AI archetype overlay. Query Gem Hunter to find wallets holding specific tokens. Save and load preset filter conditions and Gem Hunter configs. Trigger whenever the user mentions leaderboard, top traders, wallet analysis, Address Analysis, AddressScore, Gem Hunter, or wants to evaluate a wallet's trading quality — even if they don't say "leaderboard" explicitly.
Why this skill is useful
Provides specific commands and analysis methods for evaluating on-chain wallet performance that the AI wouldn't reliably generate on its own.
What it needs
Requires @binance/agentic-wallet installed locally. About 6k tokens when loaded. Last updated 2026-07-23. 949 stars on the source repository.
What this skill does
Binance Leaderboard Skill On-chain wallet leaderboard ranking and address analysis. Query top traders by PnL, win rate, and more. Evaluate wallet quality with a 6-dimension scoring model. Prerequisites This skill requires the baw CLI (@binance/agentic-wallet npm package). If baw is not found: Verify: baw --version should print 1.6.2 or higher. If installation fails or the user doesn't have Node.js, inform them that Node.js >= 18 is required. When to Use User intent Command ------------- --------- Query top traders by PnL/win rate/volume baw leaderboard query Analyze a single wallet address (6-dim score + AI archetype) baw leaderboard analyze Find wallets holding specific tokens (Gem Hunter) baw leaderboard alpha-radar Save/load preset filter conditions baw leaderboard preset save/list Save/load Gem Hunter configs baw leaderboard alpha-radar-config save/list Supported Chains Chain chainId ------- --------- BSC 56 Solana CT501 Base 8453 Ethereum 1 Command Tree All commands support --json for structured output. Leaderboard Query Public endpoint — no auth required. Returns per-address PnL, win rate, volume, trade count, token distribution, daily PNL, and top earning tokens. Key query parameters: -c/--chain-id (required), -p/--period (7d/30d/90d), -t/--tag (ALL/KOL/MPC), --sort-by (0=PnL · 20=Win Rate · 30=Total Volume · 50=Trade Count · 60=Recent Activity · 70=Profit Rate · 80=Token Count), --order-by (0/2=Descending · 1=Ascending), --page (from 0), --size (max 20). Full parameter and return field reference: references/cli.md Single Address Analyze Evaluates the address across 6 dimensions (winrate 25 + stability 20 + drawdown 20 + tags 15 + pnl 10 + followfriendly 10 = 100), then applies an AI overlay (archetype + behaviorflags + aiadjustment ±10). Flow: Query leaderboard top 1000 (configurable via --top-n) → reverse-lookup the target address → compute scores → apply AI overlay → output rating. …
How to use it
Reference it in AdaL, Claude Code, Cursor or any coding agent — nothing to install:
@skills binance/binance-leaderboard