allocation-calculator
Calculate exact dollar amounts for Profit First allocations based on income and percentages. Use on allocation days (10th and 25th).
Calculate exact dollar amounts for Profit First allocations based on income and percentages. Use on allocation days (10th and 25th).
將目標股票與其競爭對手進行橫向估值對比,判斷目前股價是否合理或具備補漲潛力。
Frankfurter API를 사용한 환율 정보 조회 스킬. 무료 오픈소스 환율 API로 유럽중앙은행(ECB) 데이터 기반. 사용 시점: (1) 환율 정보 조회, (2) 통화 변환 기능 구현, (3) 환율 시계열 데이터 필요, (4) 지원 통화 목록 확인
Fix HOLD bias in RL reward function. Trigger when: (1) model learns to always HOLD, (2) trade rate is too low (<10%), (3) slippage penalty exceeds typical price moves.
Critical guide for implementing live price tracking in NinjaTrader strategies. Use when fixing the Close[0] bug, implementing OnMarketData hooks, adding tick-level price tracking, or debugging trailing stops that only update at bar close.
AI-powered portfolio risk management and optimization. Use when sizing positions, managing portfolio allocation, calculating risk metrics (VaR, Sharpe), rebalancing, or implementing defensive strategies. Covers: position sizing, correlation analysis, drawdown management, dynamic rebalancing, kill switches.
Advanced error analysis and pattern detection specialist for identifying, analyzing, and preventing software errors
Analyzes and compares health insurance plans (individual vs group), calculates costs, verifies networks, and generates formatted comparison reports for decision-making
Guide decision-making using principles and trade-off analysis frameworks. Use when making technical decisions, evaluating alternatives, designing solutions, or choosing between options. Helps establish lasting principles.
開発ツール、フレームワーク、ライブラリの評価と比較を支援します。PoC計画、複数候補の比較分析、意思決定フレームワークを提供します。技術選定、ツール導入の判断が必要な場合に使用してください。
Assess country and jurisdiction risk levels for compliance purposes
Cache yfinance sector data permanently to avoid Yahoo Finance rate limits. Trigger when: (1) 401 errors during sector fetching, (2) sector updates take too long, (3) need selective sector refresh.
Comprehensive platform viability assessment tool based on Azoulay & Tucker's framework. Use when evaluating platform business ideas, assessing platform-market fit, preparing for investor pitches, or deciding between platform vs traditional business models. Analyzes coring, seeding, tipping, network effects, and competitive dynamics.
Use when working in mm-ibkr-gateway to access market data, account summary, positions, PnL, or orders directly in Python via ibkr_core. Covers connecting with IBKRClient, using market/account/order helpers, and safety rules for preview, place, cancel, and status.
Complete weekly stock analysis workflow: fetch end-of-week prices, calculate returns/momentum, and merge with fundamentals from Rice Data Portal. Self-contained for all weekly analysis tasks.
分析台股財報中的資本支出與毛利率趨勢,識別公司是否進入「收穫期」。
Check if individuals are politically exposed persons (PEPs), their relatives, or close associates, identifying potential corruption and money laundering risks
Use when segmenting time-series into regimes, detecting structural breaks, or constructing context sets for few-shot learning. Covers GP-CPD algorithms, Matérn kernels, likelihood ratio tests, regime identification, market state transitions, volatility regime changes, and trend reversals in financial markets.
R&D Tax Incentive eligibility assessment methodology. Evaluates activities against Division 355 criteria, classifies core vs supporting R&D, and calculates refundable tax offsets.
Data analysis, pattern recognition, and systematic troubleshooting patterns