bitget-wallet-ai-lab
bitget-wallet-skill
Python

AI agent skill for Bitget Wallet — token swap, cross-chain bridge, and gasless transactions via Order Mode API. Supports 7 EVM chains + Solana.

Last updated Jul 5, 2026
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README

Bitget Wallet Skill

Overview

An AI Agent skill that wraps the Bitget Wallet API, enabling natural-language-driven on-chain data queries and swap operations.

Design Principles

| Principle | Description | |-----------|-------------| | Domain Knowledge + Tools | Not just API wrappers — includes swap flow (see docs/swap.md), signing guides, security models, and known pitfalls so agents make informed decisions | | Zero External Dependencies | All code is self-contained. Solana signing is pure Python (Ed25519 + base58 built-in). EVM signing uses eth_account (standard). Only requests for API calls. No pip install needed for Solana | | API Infrastructure, Not Reimplementation | Capabilities come from Bitget Wallet's production API. The skill provides the knowledge and tooling layer, not a parallel implementation | | Human-in-the-Loop by Default | Swap operations generate transaction data but never sign autonomously. User confirmation required for all fund-moving actions |

Market Tools Architecture

Market side handles token discovery and analysis only — no trading, wallet, or signing. Skills layer computes scores and rules; backend provides raw data.

Atomic Tools (Agent orchestrates)
├── bgwtokenfind      Find tokens (chain scan / search / rankings / sectors)
├── bgwtokencheck     Check tokens (security / dev / anti-manipulation / signals / market)
├── bgwtokenanalyze   Analyze tokens (deep: timeline / trades / holdings / smart money)
├── bgw_alpha           Alpha intelligence (gems / signals)
├── bgwaddressfind    Find addresses (by pool / role / criteria)
└── bgwaddressanalyze Analyze addresses (scoring / PnL / style / operations / comparison)

Smart Tools (We orchestrate) ├── bgw_combo Smart combos (token + address permutation recipes) └── bgw_monitor Continuous monitoring (token signals / address activity / price alerts)

Core Capabilities

| Capability | Description | Example | |------------|-------------|---------| | Launchpad Scanner | Scan new pools (pump.fun, four.meme, etc.) with 15+ filters | "Scan pump.fun for launching tokens with >$10K MC" | | Token Search (v3) | Search by keyword/contract with marketcap ordering + risklevel | "Find PEPE on ETH sorted by market cap" | | Token Market Info | Price, MC, FDV, liquidity, 57 pool pairs, narratives, price changes | "Show me full market info for Lobstar" | | Dev Analysis | Dev address, rug history, LP lock, holdings, migration history | "Check this token's dev history" | | Security Audit | Honeypot/mint/proxy + buy/sell tax + risk checks (EVM & Solana) | "Is this contract safe?" | | K-line + Smart Signals | K-line with KOL/smart money trade markers + hot level | "Show me smart money activity on this token" | | Trading Dynamics | Multi-window buy/sell pressure + address quality + wash detection | "What's the trading activity like?" | | Transaction Analysis | Tagged transactions (smart money/KOL/dev) with filtering | "Show me KOL trades on this token" | | Holder Analysis | Top100 distribution + PnL + tag classification (CEX/smart/KOL) | "Who's holding this token?" | | Smart Money Analysis | Profitable address stats + top earners list | "Are smart money addresses in profit?" | | Token Comparison | Side-by-side K-line comparison of two tokens | "Compare BONK vs WIF price action" | | Address Discovery | Find KOL / smart money addresses by role with performance filters | "Find top smart money on Solana with >80% win rate" | | Social Login Wallet | Sign transactions/messages via Bitget Wallet TEE — no local private key needed | "Sign this transaction with my Bitget Wallet" | | Balance Query | On-chain balance per chain/address/token (native + ERC-20/SPL) | "What's my BNB balance?" | | Balance + Price | Batch balance with USD price in one call | "What's my portfolio worth?" | | Token Info | Price, market cap, holders, social links | "What's the price of SOL?" | | K-line Data | 1m/5m/1h/4h/1d candlestick data with buy/sell breakdown | Trend analysis, buying pressure | | Transaction Stats | 5m/1h/4h/24h buy/sell volume & trader count | Activity detection, whale monitoring | | Rankings | Top gainers / top losers / Hotpicks (curated trending) | Market scanning, alpha discovery | | Liquidity Pools | LP pool information | Slippage estimation, depth analysis | | Historical Coins | Discover new tokens by timestamp (paginated) | "What tokens launched today?" | | Token Risk Check | Pre-swap safety check for from/to tokens (forbidden-buy detection) | "Is this token safe to buy?" | | Swap Quote | Multi-market quotes for same-chain/cross-chain swaps | "How much USDC for 1 SOL?" | | Swap Confirm | Final quote from selected market with orderId | Lock in price and route | | Swap MakeOrder | Generate unsigned transaction data for signing | Execute trades via wallet signing | | Swap Send | Submit signed transactions | Broadcast with MEV protection | | Order Details | Track order lifecycle (processing→success/failed) | "Check my swap status" | | Token Transfer | Direct on-chain token transfer (EVM + Solana), server broadcasts | "Send 100 USDT to 0xDeF..." | | Gasless Transfer | Transfer tokens without native gas — gas paid from USDT/USDC balance | "Send USDC on Base with no ETH for gas" | | x402 Payment | Pay for x402-enabled APIs with USDC on Base | "Access this paid API endpoint" |

⚠️ Swap amounts are human-readable — pass 0.1 for 0.1 USDT, NOT 100000000000000000. The toAmount in responses is also human-readable. This differs from most on-chain APIs.

✨ Order Mode — Gasless & Cross-Chain Swaps

The swap flow enables two capabilities no other AI agent swap skill offers:

⛽ Gasless Transactions (EIP-7702)

  • Swap tokens with zero native token balance — no ETH, no BNB, no MATIC needed
  • Gas cost is deducted from the input token automatically
  • Agent only signs; a backend relayer pays gas and broadcasts the transaction
  • Supported on all EVM chains (Ethereum, Base, BNB Chain, Arbitrum, Polygon, Morph)
🌉 One-Step Cross-Chain Swaps
  • Swap tokens across different chains in a single order — no manual bridging
  • Example: USDC on Base → USDT on BNB Chain, one API call, one signature
  • Combined with gasless: cross-chain swap with zero gas on the source chain
How it works:
1. quote          → Get multi-market quotes 
  • confirm → Final quote from chosen market, get orderId
  • makeOrder → Create unsigned transaction data
  • Sign → Agent signs with wallet key
  • send → Submit signed data
  • getOrderDetails → Track until success
Example — Same-chain swap:
# Quote: BNB USDT → USDC python3 scripts/bitget-wallet-agent-api.py quote \   --from-chain bnb --from-contract 0x55d398326f99059fF775485246999027B3197955 \   --from-symbol USDT --from-amount 5 \   --to-chain bnb --to-contract 0x8AC76a51cc950d9822D68b83fE1Ad97B32Cd580d \   --to-symbol USDC \   --from-address 0xYourAddress --to-address 0xYourAddress

Confirm with chosen market

python3 scripts/bitget-wallet-agent-api.py confirm \ --from-chain bnb --from-contract 0x55d398326f99059fF775485246999027B3197955 \ --from-symbol USDT --from-amount 5 \ --to-chain bnb --to-contract 0x8AC76a51cc950d9822D68b83fE1Ad97B32Cd580d \ --to-symbol USDC \ --from-address 0xYourAddress --to-address 0xYourAddress \ --market bgwevmaggregator --protocol bgwevmaggregator_v000 \ --slippage 0.01 --feature user_gas

💳 x402 Payments — Pay-Per-Request API Access

x402 is an open standard for HTTP-native payments. When an agent encounters a paid API (HTTP 402), it signs a USDC authorization and retries — no accounts, no API keys needed.

How it works:

1. Agent requests a resource → gets HTTP 402 + payment requirements 
  • Agent signs EIP-3009 TransferWithAuthorization (gasless, off-chain)
  • Agent retries with PAYMENT-SIGNATURE header
  • Service's facilitator settles on-chain → agent gets the resource
Key features:
  • Truly gasless — agent pays only USDC, facilitator sponsors gas
  • No accounts needed — wallet address is your identity
  • Works with any x402 service — Pinata IPFS, DiamondClaws DeFi data, and 100+ more
# Example: pay $0.001 for Pinata IPFS upload python3 scripts/x402_pay.py pay \   --url "https://402.pinata.cloud/v1/pin/private?fileSize=100" \   --private-key <key> --method POST --data '{"fileSize": 100}' --auto

See docs/x402-payments.md for domain knowledge, signing details, and testing guide.

💸 Gasless Token Transfer

Direct on-chain token transfer where the server handles transaction construction, broadcasting, and tracking. Supports gasless mode — gas fees paid from stablecoin balance (USDT/USDC) instead of native tokens.

How it works:

transfermakesignsend.py / socialtransfermakesign_send.py   → makeTransferOrder + sign + submitTransferOrder (one shot)   → poll getTransferOrder until SUCCESS or FAILED

Key features:

  • Gasless (EIP-7702 / FeePayer) — transfer tokens with zero native gas. Gas deducted from USDT/USDC balance
  • Multi-chain — ETH, BNB, Base, Arbitrum, Polygon, Morph, Solana
  • Server-side broadcast — client only signs, server handles nonce management and chain tracking
  • Explicit fallback — if gasless is unavailable, prompts for confirmation before falling back to standard transfer
# Standard EVM token transfer python3 scripts/transfermakesignsend.py --private-key-file /tmp/.pkevm \   --chain eth --contract 0xdAC17F958D2ee523a2206206994597C13D831ec7 \   --from-address 0xAbC... --to-address 0xDeF... --amount 100

Gasless transfer (no ETH needed for gas)

python3 scripts/transfermakesignsend.py --private-key-file /tmp/.pkevm \ --chain base --contract 0x833589fCD6eDb6E08f4c7C32D4f71b54bdA02913 \ --from-address 0xAbC... --to-address 0xDeF... --amount 50 --gasless

Poll status

python3 scripts/bitget-wallet-agent-api.py get-transfer-order --order-id <orderId>

See docs/transfer.md for domain knowledge, signing modes, and gasless details.

Supported Chains

Ethereum · Solana · BNB Chain · Base · Arbitrum · Tron · TON · Sui · Optimism and more.


Architecture

Natural Language Input
    ↓
AI Agent (OpenClaw / Dify / Custom)
    ↓
bitget-wallet-agent-api.py (Python 3.9+)
    ↓  ← Token auth (no API key needed)
Bitget Agent API (copenapi.bgwapi.io)
    ↓
Structured JSON → Agent interprets → Natural language response

Security by Design:

  • No API key or HMAC signing needed — uses token-based authentication
  • Swap calldata generates transaction data; signing requires explicit wallet key access
  • Wallet key management: mnemonic stored in secure storage, private keys derived on-the-fly and discarded after each signing operation (never persisted)

Agent Use Cases

1. Personal Research Assistant

"Check if this Solana meme coin is safe, and give me a price quote."
  • Token info + security audit + price in a single query
  • For: individual traders, researchers
  • Platforms: Telegram Bot, Discord Bot, OpenClaw

2. Portfolio Management Agent

"What's my total portfolio value right now?"
  • Batch query across chains and tokens, calculate net value
  • Scheduled snapshots + K-line data for historical tracking
  • For: DeFi users, fund managers
  • Platforms: OpenClaw cron + Telegram alerts

3. Market Monitoring / Alert Agent

Automatically scan top gainers, detect anomalies, push alerts
  • Rankings + transaction volume + security audit combined
  • Discover trending tokens → auto-run security audit → filter honeypots → notify user
  • For: on-chain alpha hunters
  • Platforms: Cron jobs, Dify workflows

4. Semi-Automated Trading Agent

"Buy this token with 1 SOL"
  • Swap quote → show route and slippage → user confirms → generate calldata → wallet signs
  • Human-in-the-loop — the agent cannot sign independently
  • For: active traders wanting an AI assistant
  • Platforms: OpenClaw + Bitget Wallet App / hardware wallet

5. Arbitrage Bot Data Layer

Monitor DEX price discrepancies, discover cross-chain arbitrage opportunities
  • Multi-chain swap-quote comparison, calculate spreads
  • Combine with CEX data for DEX-CEX spread monitoring
  • For: quant teams
  • Platforms: Custom Python scripts, OpenClaw sub-agents

6. Community Service Bot

Someone asks "How much is XX coin?" in a group chat — bot auto-replies
  • Lightweight queries, fast response
  • Security audit feature doubles as anti-scam protection
  • For: Telegram/Discord communities
  • Platforms: Telegram Bot + OpenClaw skill

7. Dify / LangChain Tool Node

Integrate as a Tool in Dify workflows or LangChain agents
  • bitget-wallet-agent-api.py can serve directly as a Dify Code node or external API Tool
  • Can also be wrapped as an MCP Server for any MCP-compatible agent framework
  • For: enterprise agent platform integration

Quick Start

Prerequisites

  • Python 3.9+
  • requests library (pip install requests)
  • For EVM signing: eth-account (pip install eth-account)
No API key needed — the Agent API uses token-based authentication with built-in headers.
Solana signing requires no additional packages — pure Python Ed25519 and base58 are built into order_sign.py.

Examples

# Get SOL price
python3 scripts/bitget-wallet-agent-api.py token-price --chain sol --contract ""

Security audit for a token

python3 scripts/bitget-wallet-agent-api.py security --chain sol --contract <contract_address>

Swap quote (5 USDT → USDC on BNB Chain)

python3 scripts/bitget-wallet-agent-api.py quote \ --from-chain bnb --from-contract 0x55d398326f99059fF775485246999027B3197955 \ --from-symbol USDT --from-amount 5 \ --to-chain bnb --to-contract 0x8AC76a51cc950d9822D68b83fE1Ad97B32Cd580d \ --to-symbol USDC \ --from-address 0xYourAddress --to-address 0xYourAddress

Supported Chains (Swap)

| Chain | Same-chain | Cross-chain | Gasless | |-------|-----------|-------------|---------| | Ethereum | ✅ | ✅ | ✅ | | BNB Chain | ✅ | ✅ | ✅ | | Base | ✅ | ✅ | ✅ | | Arbitrum | ✅ | ✅ | ✅ | | Polygon | ✅ | ✅ | ✅ | | Morph | ✅ | ✅ | ✅ | | Solana | ✅ | ✅ | ✅ | | Tron | ✅ | ✅ | ✅ |

Market data commands support 32+ chains. See docs/market-data.md for the full list.

Future Directions

| Direction | Description | |-----------|-------------| | Solana Advanced Swaps | Solana gasless ✅ and cross-chain ✅ now fully supported (same-chain + Sol↔EVM) | | On-chain Event Subscription | WebSocket listeners for large transactions, new pool creation | | Historical Data Cache | Store K-line + price data in local SQLite to reduce API calls | | Multi-wallet Management | Support multi-address balance queries and batch quotes | | Risk Rule Engine | Security audit results + custom rules (blacklist, min liquidity thresholds) |


Compatible Platforms

✅ Tested & Verified

| Platform | Status | Notes | |----------|--------|-------| | OpenClaw | ✅ Passed | Native skill support | | Manus | ✅ Passed | Auto-installed and executed | | Bolt.new | ✅ Passed | Auto-cloned repo, ran all commands | | Devin | ✅ Passed | Read SKILL.md, installed deps, returned correct data | | Replit Agent | ✅ Passed | Full project setup with web frontend |

🔧 Should Work (file system + Python + network access)

| Platform | Type | How to Use | |----------|------|------------| | Claude Code | CLI Agent | Clone repo, add SKILL.md to project context | | Codex CLI | CLI Agent | Clone repo, reference in AGENTS.md | | Cursor | IDE Agent | Clone into project, or use MCP version | | Windsurf | IDE Agent | Clone into project, or use MCP version | | Cline | VS Code Agent | Clone into project workspace | | Aider | CLI Agent | Add scripts to project | | OpenHands | Coding Agent | Docker sandbox with full file system | | SWE-agent | Coding Agent | Shell access in sandbox | | Dify | Workflow Platform | Use as Code node or external API Tool | | Coze | Agent Platform | Import as plugin or API Tool | | LangChain / CrewAI | Frameworks | Wrap bitget-wallet-agent-api.py as a Tool |

💡 Compatibility Rule

Any AI agent that can read files + run Python + access the internet should work with this skill.


Related Projects


Security Notes

  • No API keys needed — uses token-based authentication (no secrets to manage)
  • Swap functions generate quotes and transaction data — signing requires explicit wallet access
  • Wallet mnemonic is the only persistent secret; private keys are derived per-operation and discarded
  • Large operations require explicit user confirmation (human-in-the-loop)
  • Always run a security audit (security command) before interacting with any token

Security

  • Zero external dependencies for Solana — pure Python Ed25519 (RFC 8032) and base58 built into ordersign.py. EVM uses ethaccount. No obscure packages, no supply-chain risk.
  • Only communicates with https://copenapi.bgwapi.io (Agent API) and x402 resource servers — no other external endpoints
  • No eval() / exec() or dynamic code execution
  • No file system access outside the skill directory
  • No data collection, telemetry, or analytics
  • No access to sensitive files (SSH keys, credentials, wallet files, etc.)
  • We recommend auditing the source yourself before installation

License

MIT

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