Analyze a metric for statistical anomalies using z-score analysis and threshold checking. Detects spikes, drops, and trends. Use for proactive monitoring and early warning. Keywords: anomaly, detection, metric, z-score, threshold, alert, statistical.
This skill should be used when preparing strategies for production deployment, implementing monitoring, logging, and failsafes. It provides patterns for transitioning from backtest to live trading with proper infrastructure.
Forecasts orderbook depth and spreads to optimize trade execution timing. Use when needing to estimate market liquidity for large orders. Trigger with "forecast liquidity", "predict orderbook", "estimate depth".
Pre-trade risk gates and post-trade audit actions for institutional compliance.
Scan recent macro/crypto headlines and summarize ONLY market-moving items for BTC, ETH, SOL, ADA, PAXG. Use when the user asks for a market snapshot, catalysts, or rotation context in the last 4–24 hours.
Use when building selection algorithms that must balance multiple diversity/coverage constraints (e.g., selecting test cases, sampling datasets, portfolio optimization). Especially useful when hard co...
Analyzes multi-contract correlations and generates hedge recommendations. Use when managing a portfolio of correlated assets and needing to mitigate risk. Trigger with "analyze correlations", "suggest hedge", "portfolio risk assessment".
Extract executable futures trading strategies through Socratic dialogue (one question at a time, progressive clarification) for PropTraderAI's prop trading platform. Use when users describe trading strategies, want to automate trading setups, mention futures contracts (ES, NQ, MES, MNQ, YM, CL, RTY, GC), discuss prop firms (Topstep, FTMO, Apex, Earn2Trade, etc.), or build strategies for funded challenges. Handles natural language parsing, timezone conversion (trader TZ to exchange time), contract specifications, tick value calculations, position sizing, risk management, stop loss validation, prop firm rule compliance (drawdown limits, daily loss, consistency rules), and behavioral data capture. Designed for traders passing prop firm evaluations.
Execute find and compare DeFi yield opportunities across protocols with APY calculations. Use when finding optimal DeFi yield opportunities. Trigger with phrases like "find yield", "optimize returns", or "compare APY".
Solana memecoin trading analysis and execution support. Use when analyzing tokens, detecting rugs, finding alpha, or planning trades on pump.fun, Raydium, Jupiter. Covers: token metrics, liquidity analysis, holder distribution, entry/exit signals, position sizing, degen strategies.
Analyze liquidity pool metrics including TVL, volume, fees, and impermanent loss. Use when analyzing DEX liquidity pools. Trigger with phrases like "analyze pool", "check TVL", or "calculate impermanent loss".
<mandatory>MUST BE USED when DePIN projects, tokenomics, or infrastructure deployment mentioned</mandatory> <triggers>depin | helium | filecoin | render | akash | hivemapper | "decentralized infrastructure" | "node deployment" | "tokenomics design"</triggers> <expertise>BME tokenomics, PoPW consensus, node ROI, hardware requirements, network economics</expertise> <outputs>project_analysis, roi_calculations, deployment_guides, tokenomics_models, tech_stack_recommendations</outputs> <proactive>USE PROACTIVELY for: investment analysis, network comparison, deployment planning</proactive>
DeFi fundamentals and cross-chain analytics using DefiLlama-style data. Use when you want to find undervalued protocols, screen by TVL/revenue growth vs token price, compare sectors, or run data-driven crypto research beyond pure memes.
Execute simulate flash loan arbitrage strategies and profitability across DeFi protocols. Use when performing crypto analysis. Trigger with phrases like "analyze crypto", "check blockchain", or "monitor market".
Framework for developing, testing, and deploying trading strategies for prediction markets. Use when creating new strategies, implementing signals, or building backtesting logic.
Expert in Solana DeFi, AMMs, and Bonding Curves. Use when modifying Foundry tracks or price formulas.
Specialist in identifying smart contract vulnerabilities (Reentrancy, Oracle Manipulation, Access Control) and frontend security flaws.
Execute calculate NFT rarity scores and floor prices across collections and marketplaces. Use when analyzing NFT collections and rarity. Trigger with phrases like "check NFT rarity", "analyze collection", or "calculate floor price".
Track multi-chain crypto portfolio with real-time valuations and performance metrics. Use when managing multi-chain crypto holdings. Trigger with phrases like "track my portfolio", "check holdings", or "analyze positions".
Autonomous crypto trading with technical and sentiment analysis. Use when executing trades, analyzing markets, or managing positions on Coinbase.
Performs mean-variance portfolio optimization to find the tangency portfolio. This skill should be used when users want to calculate optimal portfolio weights, the tangency portfolio, or perform mean-variance optimization with multiple assets. The skill interactively collects expected returns, standard deviations, correlations, and the risk-free rate, then computes and explains the tangency portfolio that maximizes the Sharpe ratio.
