Builds AI agents for crypto exchanges to discover, score (100-point system), verify via wallet forensics, and acquire token listings. Includes LLM cascades, multi-chain scanning, and human-in-loop outreach.
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Designs and optimizes AI agent action spaces, tool definitions, observation formats, error recovery, and context for higher task completion rates.
Enables AI agents to execute x402 payments with per-task budgets, spending controls, and non-custodial wallets via MCP tools. Use when agents pay for APIs, services, or other agents.
Compares coding agents like Claude Code and Aider on custom YAML-defined codebase tasks using git worktrees, measuring pass rate, cost, time, and consistency.
Production-tested patterns for building AI agents that autonomously discover, evaluate, and acquire token listings for cryptocurrency exchanges.
This skill teaches AI agents systematic crypto business development: discover promising tokens across chains, score them with a 100-point weighted system, verify safety through wallet forensics, and manage outreach pipelines with human-in-the-loop oversight.
Built from production experience running Buzz BD Agent by SolCex Exchange — an autonomous agent on decentralized infrastructure with 13 intelligence sources, x402 micropayments, and dual-chain ERC-8004 registration.
Reference implementation: https://github.com/buzzbysolcex/buzz-bd-agent
Intelligence Sources (Free + Paid via x402)
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Scoring Engine (100-point weighted)
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Wallet Forensics (deployer verification)
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Pipeline Manager (10-stage tracked)
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Outreach Drafts → Human Approval → Send
Route tasks to the cheapest model that handles them correctly:
Fast/cheap model (routine: tweets, forum posts, pipeline updates)
↓ fallback on quality issues
Free API models (scanning, initial scoring, system tasks)
↓ fallback
Mid-tier model (outreach drafts, deeper analysis)
↓ fallback
Premium model (strategy, wallet forensics, final outreach)
Run a quality gate (10+ test cases) before promoting any new model.
Always exhaust free data before paying. Target: $0/day for 90% of intelligence.
| Category | What to Track | Example Sources |
|---|---|---|
| DEX Data | Prices, liquidity, pairs, chain coverage | DexScreener, GeckoTerminal |
| AI Momentum | Trending tokens, catalysts | AIXBT or similar trackers |
| Smart Money | VC follows, KOL accumulation | leak.me, Nansen free, Arkham |
| Contract Safety | Rug scores, LP lock, authorities | RugCheck |
| Wallet Forensics | Deployer analysis, fund flow | Helius (Solana), Allium (multi-chain) |
| Web Scraping | Project verification, team info | Firecrawl or similar |
| On-Chain Identity | Agent registration, trust signals | ATV Web3 Identity, ERC-8004 |
| Community | Forum signals, ecosystem intel | Protocol forums |
| Factor | Weight | Scoring |
|---|---|---|
| Liquidity | 25% | >$500K excellent, $200-500K good, $100K minimum |
| Market Cap | 20% | >$10M excellent, $1-10M good, $500K-1M acceptable |
| 24h Volume | 20% | >$1M excellent, $500K-1M good, $100-500K acceptable |
| Social Metrics | 15% | Multi-platform active, 2+ platforms, 1 platform |
| Token Age | 10% | Established >6mo, moderate 1-6mo, new <1mo |
| Team Transparency | 10% | Doxxed + active, partial, anonymous |
Positive: Hackathon win +10, mainnet launch +10, major partnership +10, CEX listing +8, audit +8, multi-source match +5, whale signal +5, wallet verified +3-5, cross-chain deployer +3, net positive wallet +2.
Negative: Rugpull association -15, exploit history -15, mixer funded AUTO REJECT, contract vulnerability -10, serial creator -5, already on major CEXs -5, team controversy -10, deployer dump >50% in 7 days -10 to -15.
| Range | Action |
|---|---|
| 85-100 HOT | Immediate outreach + wallet forensics |
| 70-84 Qualified | Priority queue + wallet forensics |
| 50-69 Watch | Monitor 48 hours |
| 0-49 Skip | Log only, no action |
Run on every token scoring 70+. This differentiates serious BD agents from simple scanners.
| Flag | Impact |
|---|---|
| WALLET VERIFIED — clean, authorities revoked | +3 to +5 |
| INSTITUTIONAL — VC backing | +5 to +10 |
| NET POSITIVE — profitable wallet | +2 |
| SERIAL CREATOR — many tokens created | -5 |
| DUMP ALERT — >50% dump in 7 days | -10 to -15 |
| MIXER REJECT — tornado/mixer funded | AUTO REJECT |
Combine chain-specific depth (e.g., Helius for Solana) with multi-chain breadth (e.g., Allium for 16 chains) for maximum deployer intelligence.
Register your agent for discoverability and trust. ERC-8004 went live on Ethereum mainnet January 29, 2026 with 24K+ agents registered.
Layer trust signals: ERC-8004 identity + on-chain alpha calls with PnL tracking + code verification scores + agent verification systems.
Buzz BD Agent (SolCex Exchange):