agiprolabs/claude-trading-skills

1

walk-forward-validation Walk-forward validation framework for trading strategies and ML models with time-series-aware splits, overfit detecti…

agiprolabs/claude-trading-skills

499

2

risk-management Portfolio-level risk controls, drawdown management, exposure limits, and circuit breakers for crypto trading

agiprolabs/claude-trading-skills

469

3

pandas-ta Technical analysis with 130+ indicators using pandas-ta for crypto market data

agiprolabs/claude-trading-skills

462

4

regime-detection Market regime identification using volatility clustering, trend detection, and statistical methods for adaptive tradi…

agiprolabs/claude-trading-skills

431

5

position-sizing Trade sizing methods including fixed fractional, volatility-adjusted, Kelly criterion, and liquidity-constrained sizi…

agiprolabs/claude-trading-skills

430

6

kelly-criterion Kelly criterion optimal sizing with fractional variants, edge estimation, and practical application for crypto trading

agiprolabs/claude-trading-skills

412

7

market-microstructure DEX orderflow analysis, trade classification, buyer/seller pressure, and microstructure signals for Solana tokens

agiprolabs/claude-trading-skills

399

8

trading-visualization Professional trading charts including candlesticks, equity curves, drawdowns, correlation heatmaps, and return distri…

agiprolabs/claude-trading-skills

399

9

feature-engineering Feature construction from market data for ML trading models including price, volume, on-chain, and microstructure fea…

agiprolabs/claude-trading-skills

398

10

signal-classification ML trading signal classifiers using XGBoost and LightGBM with walk-forward validation, SHAP feature importance, and t…

agiprolabs/claude-trading-skills

398

11

trade-journal Structured trade logging, performance review, behavioral pattern detection, and strategy attribution for systematic i…

agiprolabs/claude-trading-skills

388

12

backtrader Event-driven backtesting with bar-by-bar execution, complex order types, multiple analyzers, and custom indicators

agiprolabs/claude-trading-skills

383

13

ta-lib C-optimized technical analysis with 150+ functions and 61 candlestick pattern recognition functions via TA-Lib

agiprolabs/claude-trading-skills

380

14

whale-tracking Large wallet monitoring, accumulation and distribution detection, and smart money signal generation for Solana tokens

agiprolabs/claude-trading-skills

380

15

mean-reversion Mean-reversion strategy tools including Hurst exponent, half-life estimation, z-score signals, ADF testing, and Ornst…

agiprolabs/claude-trading-skills

378

16

exit-strategies Systematic exit rules, stop-loss methods, take-profit strategies, and trailing stop implementations for crypto trading

agiprolabs/claude-trading-skills

377

17

volatility-modeling Volatility estimation, forecasting, and regime classification using GARCH, EWMA, realized volatility, and volatility …

agiprolabs/claude-trading-skills

377

18

options-pricing [STUB] Options pricing models including Black-Scholes, binomial trees, Monte Carlo, implied volatility surfaces, and …

agiprolabs/claude-trading-skills

376

19

strategy-framework Standardized template for defining trading strategies with entry rules, exit rules, position sizing, risk parameters,…

agiprolabs/claude-trading-skills

373

20

portfolio-analytics Portfolio-level performance measurement including return metrics, risk metrics, risk-adjusted ratios, rolling analysi…

agiprolabs/claude-trading-skills

372

21

sentiment-analysis Market sentiment extraction from social media, news, and on-chain data including mention velocity, fear and greed ind…

agiprolabs/claude-trading-skills

371

22

vectorbt High-performance vectorized backtesting with parameter optimization, portfolio simulation, and rich performance metri…

agiprolabs/claude-trading-skills

366

23

slippage-modeling Execution cost estimation, slippage curve modeling, and optimal trade sizing based on AMM liquidity depth

agiprolabs/claude-trading-skills

359

24

ohlcv-processing Market data preparation including OHLCV resampling, gap handling, anomaly detection, normalization, and multi-source …

agiprolabs/claude-trading-skills

358

25

market-microstructure-traditional Traditional market microstructure concepts applied to crypto — order book dynamics, market making theory, price forma…

agiprolabs/claude-trading-skills

357

26

mev-analysis MEV exposure assessment, sandwich attack detection, and protection strategies for Solana DEX trading

agiprolabs/claude-trading-skills

356

27

correlation-analysis Cross-asset correlation analysis including rolling correlation, hierarchical clustering, tail dependence, and regime-…

agiprolabs/claude-trading-skills

354

28

custom-indicators Crypto-native indicators including NVT ratio, exchange flow, funding rate signals, holder momentum, and smart money f…

agiprolabs/claude-trading-skills

350

29

dexscreener-api Free, no-auth multi-chain DEX pair data — prices, volume, liquidity, transactions, and token profiles

agiprolabs/claude-trading-skills

348

30

trade-accounting Double-entry bookkeeping for trading operations with ledger management, P&L statements, balance sheets, and cash flow…

agiprolabs/claude-trading-skills

348

31

cointegration-analysis Cointegration testing for pairs trading using Engle-Granger, Johansen, and rolling stability analysis

agiprolabs/claude-trading-skills

345

32

solana-rpc Direct Solana blockchain interaction via JSON-RPC — account lookups, token balances, transaction submission, and prog…

agiprolabs/claude-trading-skills

341

33

defillama-api Free DeFi analytics across all chains — TVL, token prices, DEX volumes, fees/revenue, stablecoins, and bridges

agiprolabs/claude-trading-skills

339

34

token-economics Token supply dynamics, vesting analysis, inflation modeling, and valuation frameworks for crypto tokens

agiprolabs/claude-trading-skills

339

35

liquidity-analysis DEX liquidity depth assessment, slippage estimation, and pool composition analysis for Solana tokens

agiprolabs/claude-trading-skills

337

36

wallet-profiling Behavioral classification, performance analysis, and trading style detection for Solana wallets

agiprolabs/claude-trading-skills

337

37

coingecko-api Broad crypto market data from CoinGecko covering 13,000+ tokens. Global market stats, historical price data going bac…

agiprolabs/claude-trading-skills

336

38

birdeye-api Solana token market data via Birdeye — prices, OHLCV, trades, token metadata, security checks, and trader activity

agiprolabs/claude-trading-skills

335

39

crypto-tax-export Export trade history and tax calculations in formats compatible with Koinly, CoinTracker, CoinLedger, TokenTax, and I…

agiprolabs/claude-trading-skills

335

40

dex-pool-analysis AMM pool mechanics comparison across Raydium, Orca, and Meteora including fee structures, pool types, creation patter…

agiprolabs/claude-trading-skills

335

41

solana-tx-building Solana transaction construction including instruction building, account resolution, compute budget, priority fees, an…

agiprolabs/claude-trading-skills

335

42

copy-trading Wallet evaluation, monitoring, and copy-trade strategy design for Solana DEX trading

agiprolabs/claude-trading-skills

333

43

sybil-detection Coordinated wallet cluster detection, wash trading identification, and fake activity analysis for Solana tokens

agiprolabs/claude-trading-skills

332

44

pumpfun-mechanics PumpFun bonding curve math, graduation mechanics, instruction parsing, and PumpSwap migration

agiprolabs/claude-trading-skills

331

45

rl-execution Reinforcement learning for trade execution optimization including order splitting, adaptive timing, and impact minimi…

agiprolabs/claude-trading-skills

331

46

solanatracker-api Solana token data, PnL, risk scores, 1-second OHLCV, wallet analytics, and self-hosted swap execution via Raptor

agiprolabs/claude-trading-skills

331

47

lp-math AMM liquidity provision mathematics including constant-product, concentrated liquidity, price impact, and LP share ca…

agiprolabs/claude-trading-skills

330

48

helius-api Enhanced Solana RPC with DAS API, parsed transactions, webhooks, and priority fee estimation via Helius

agiprolabs/claude-trading-skills

329

49

yellowstone-grpc Real-time Solana transaction and account streaming via Yellowstone gRPC (Geyser plugin)

agiprolabs/claude-trading-skills

329

50

impermanent-loss Impermanent loss calculation, modeling, and breakeven analysis for AMM liquidity provision across pool types

agiprolabs/claude-trading-skills

327