backtrader
Event-driven backtesting with bar-by-bar execution, complex order types, multiple analyzers,…
AMM pool mechanics comparison across Raydium, Orca, and Meteora including fee structures, pool types, creation patterns, and volume efficiency
$ npx -y skills add agiprolabs/claude-trading-skills --skill dex-pool-analysis --agent claude-codeHow it fires
How this skill gets triggered: by you, by Claude, or both.
/dex-pool-analysisContext preview
The summary Claude sees to decide when to auto-load this skill.
AMM pool mechanics comparison across Raydium, Orca, and Meteora including fee structures, pool types, creation patterns, and volume efficiency
name: dex-pool-analysis description: AMM pool mechanics comparison across Raydium, Orca, and Meteora including fee structures, pool types, creation patterns, and volume efficiency
Solana's DEX ecosystem spans multiple AMM designs: constant-product pools (Raydium V4), concentrated liquidity (Raydium CLMM, Orca Whirlpool), and bin-based liquidity (Meteora DLMM). Each pool type has distinct fee structures, capital efficiency characteristics, and risk profiles. Understanding these differences is essential for selecting the best execution venue, evaluating liquidity quality, and identifying pool-level risks.
This skill covers:
**Related skills**: See `lp-math` for AMM formulas, `liquidity-analysis` for depth assessment, `impermanent-loss` for LP risk, `slippage-modeling` for execution cost.
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The most common pool type for newly launched tokens. Uses the classic `xy = k` invariant with a fixed 0.25% swap fee. Integrated with OpenBook (formerly Serum) for combined AMM + orderbook liquidity.
Program ID: 675kPX9MHTjS2zt1qfr1NYHuzeLXfQM9H24wFSUt1Mp8 Fee: 0.25% per swap (0.22% to LPs, 0.03% to RAY buyback)
**Key characteristics**:
Concentrated Liquidity Market Maker pools allow LPs to specify price ranges, improving capital efficiency by 10-100x compared to V4.
Program ID: CAMMCzo5YL8w4VFF8KVHrK22GGUsp5VTaW7grrKgrWqK Fee tiers: 0.01%, 0.05%, 0.25%, 1%, 2% Tick spacing: 1, 10, 60, 120, 240 (corresponding to fee tiers)
**Key characteristics**:
Orca's concentrated liquidity implementation, dominant for major token pairs (SOL/USDC, SOL/USDT).
Program ID: whirLbMiicVdio4qvUfM5KAg6Ct8VwpYzGff3uctyCc Fee tiers: 0.01%, 0.02%, 0.04%, 0.05%, 0.16%, 0.30%, 0.65%, 1%, 2% Tick spacing: 1, 2, 4, 8, 16, 64, 128, 256, 512 (varies by fee)
**Key characteristics**:
Bin-based liquidity where each bin holds a fixed price. LPs distribute liquidity across bins using strategy modes.
Program ID: LBUZKhRxPF3XUpBCjp4YzTKgLccjZhTSDM9YuVaPwxo Fee: Dynamic (base fee + variable fee based on volatility) Bin step: 1-100 basis points per bin
**Key characteristics**:
Multi-token pools with single-sided deposit capability and volatility-adjusted fees.
Program ID: Eo7WjKq67rjJQSZxS6z3YkapzY3eMj6Xy8X5EQVn5UaB Fee: Volatility-based dynamic fee
**Key characteristics**:
PumpFun's native AMM for tokens that graduate from the bonding curve.
Program ID: PSwapMdSai8tjrEXcxFeQth87xC4rRsa4VA5mhGhXkP Fee: 0.25% per swap (0.20% to LPs, 0.05% protocol) Migration fee: 0 SOL (post-March 2025)
**Key characteristics**:
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| DEX | Pool Type | Fee Range | LP Share | Protocol Share | |-----|-----------|-----------|----------|----------------| | Raydium V4 | Constant Product | 0.25% fixed | 0.22% | 0.03% (RAY) | | Raydium CLMM | Concentrated | 0.01%–2% | ~84% | ~16% | | Orca Whirlpool | Concentrated | 0.01%–2% | 87% | 13% | | Meteora DLMM | Bin-based | Dynamic | 80% | 20% | | Meteora Dynamic | Dynamic | Variable | ~80% | ~20% | | PumpSwap | Constant Product | 0.25% fixed | 0.20% | 0.05% |
**Fee tier selection guidance**:
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Most new Solana meme tokens follow this lifecycle:
PumpFun Bonding Curve → ~$69K market cap → Migration → Raydium V4 or PumpSwap
1. Token launches on PumpFun bonding curve 2. As buys push market cap to ~$69K, the bonding curve completes 3. Liquidity migrates automatically to either Raydium V4 or PumpSwap 4. Since March 2025, PumpFun defaults migration to PumpSwap (their own AMM) 5. Post-migration, additional pools may be created on other DEXes
**Analysis implications**:
Tokens not launched via PumpFun have pools created manually:
A comprehensive collection of 68 ready-to-use trading, DeFi, and quantitative finance Agent Skills. Works with Claude Code, Cursor, Codex, Gemini CLI, and 30+ other tools.
Repo: agiprolabs/claude-trading-skills
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