From antigravity-awesome-skills
Autonomous crypto business development patterns — multi-chain token discovery, 100-point scoring with wallet forensics, x402 micropayments, ERC-8004 on-chain identity, LLM cascade routing, and...
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> Production-tested patterns for building AI agents that autonomously discover,
Verifies tests pass on completed feature branch, presents options to merge locally, create GitHub PR, keep as-is or discard; executes choice and cleans up worktree.
Guides root cause investigation for bugs, test failures, unexpected behavior, performance issues, and build failures before proposing fixes.
Writes implementation plans from specs for multi-step tasks, mapping files and breaking into TDD bite-sized steps before coding.
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):