stock-kline-analysisGiven a stock name or code, auto-detect its market, fetch 6-month daily K-line, plot candlestick + MA/Bollinger/MACD/RSI/ATR with multi-timeframe confirmatio...
Install via ClawdBot CLI:
clawdbot install iideas18/stock-kline-analysisGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Generated Mar 20, 2026
An individual investor wants to analyze a specific stock like AAPL or 600519 to understand its recent price trends, momentum indicators, and valuation before making a buy/sell decision. The skill fetches 6-month daily K-line data, computes technical indicators (MA, Bollinger Bands, MACD, RSI, ATR), and provides a structured analysis with trend insights and risk notes.
A portfolio manager needs to compare multiple stocks, such as 000001 and 600036, to assess their relative strength and performance within a portfolio. The skill auto-detects markets, fetches multi-timeframe data, and delivers analysis with portfolio-relative context to inform allocation adjustments.
A financial advisor uses the skill to generate detailed K-line charts and analysis reports for clients holding stocks like 贵州茅台. It provides bilingual explanations, valuation metrics (PE/PB), and event-aware risk notes to support client meetings and investment reviews.
A quantitative analyst employs the skill to fetch historical stock data and compute technical indicators for backtesting trading strategies. It handles A-share, HK, and US markets with auto-detection and fallback logic, ensuring reliable data for model validation.
A corporate finance team monitors their company's stock (e.g., via code or name) to track market perception and technical signals. The skill analyzes trends, momentum, and valuation context, helping inform investor relations and strategic decisions.
Offer this skill as part of a premium subscription service for individual investors and advisors, providing automated stock analysis reports with multi-timeframe charts and structured insights. Revenue is generated through monthly or annual fees for access to enhanced features and data.
License the skill's underlying scripts and APIs to financial institutions like brokerages or asset managers, enabling them to integrate stock analysis into their own platforms. Revenue comes from licensing fees based on usage volume or enterprise agreements.
Provide basic K-line analysis for free to attract users, then upsell premium features such as advanced indicators, comparative reports, or real-time data. Revenue is driven by one-time purchases or tiered subscriptions for additional functionalities.
💬 Integration Tip
Ensure the environment has matplotlib and akshare installed, and import chart.py before pyplot to avoid GUI issues; use the provided CLI scripts for quick testing and integration.
Scored Apr 19, 2026
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Headless BaseAlpha agent onboarding — apply, claim API key, and launch a token via MCP with runtimeTag=openclaw (wallet-first Arena identity, no browser).
Use for: (1) Blave market alpha data — 籌碼集中度 Holder Concentration, 多空力道 Taker Intensity, 巨鯨警報 Whale Hunter, 擠壓動能 Squeeze Momentum, 市場方向 Market Direction, 資金稀缺 Capital Shortage, 板塊輪動 Sector Rotation (history + heat-map overview), OI 失衡 OI Imbalance, Blave頂尖交易員 Top Trader Exposure, kline (every Binance USDT perpetual incl. tokenized stocks, 1min K線 from 2020-01 or listing), alpha table, 市場情緒 Market Sentiment, 每幣爆倉 Liquidation by coin (24 h USD liquidations per exchange + hourly series), 爆倉矩陣 liquidation exchange matrix (whole-market coin × exchange totals over a rolling window), 多空比 long/short ratio raw data (10 feeds — Binance / OKX / Gate.io × account, top account, top position + Bybit account; cross-coin table + per-coin 7-day hourly series), 未平倉量 open interest raw data (5 exchanges, USDT-margined perps in one-sided USD notional, OI ÷ market cap; table + per-coin) + 未平倉量歷史 open interest history (one coin on one exchange — Binance / Bybit / Gate.io — in coins, 5-minute resolution, for backtests), 主動買賣淨額 CVD (3 exchanges' taker buy/sell turnover, perps only; table + per-coin hourly cumulative), screener saved conditions, Hyperliquid top trader tracking (leaderboard, positions, history, performance, bucket stats), Taiwan stock daily OHLCV, minute-line intraday OHLCV (1m/5m/15m/30m/60m/1d), forward-adjusted prices, institutional investor buy/sell, margin trading data, shareholding distribution, quarterly fundamental statements — income statement, balance sheet, cash flow, dividend events — cash/stock dividends with announce/ex/pay dates, market value ranking — whole-market market-cap snapshot / top-N stock pool, with each row's listing board (TWSE 上市 / TPEx 上櫃) and ETF flag plus a 上市-ex-ETF market-cap denominator for weight calculations, and broker/dealer daily buy/sell by branch (台股日K/現股分線/向後調整/三大法人/融資融券/股權持股分級表/綜合損益表/資產負債表/現金流量表/股利事件/市值排名（含市場別、ETF 旗標與上市扣除ETF市值分母）/分點買賣超), plus Taiwan market-wide 大盤 series — TAIEX index daily OHLC, whole-market turnover, whole-market institutional net buy/sell, whole-market margin balance, TAIEX daily index dividend points incl. forward estimates (大盤加權指數/全市場成交量值/全市場三大法人/全市場融資融券/指數每日除息點數含未來預估); (2) CME / ICE futures OHLCV — WTI crude oil (CL), gold (GC), Brent crude (BRN); daily/hourly/minute candles from 2010; (3) Taiwan Futures OHLCV — TXF (台指期近月連續); daily/intraday candles (1d/1m/5m/15m/30m/60m), 1d and intraday from 2011-01-03; (4) BitMart futures/contract trading — opening/closing positions, leverage, plan orders, TP/SL, trailing stops, account management, sub-account transfers; (5) BitMart spot trading — buy/sell, limit/market orders, account balance, order history, sub-account transfers; (6) OKX trading — spot and perpetual swap, order placement, positions, balance; (7) Bybit trading — spot and derivatives/perpetual swap, order placement, positions, balance, TP/SL; (8) BingX trading — spot and perpetual swap, order placement, position management, leverage, TWAP orders, OCO orders; (9) Bitget trading — spot and futures, order placement, position management, leverage, plan orders; (10) Binance trading — spot and USDS-M futures, order placement, positions, leverage, algo orders, OCO/OTO/OTOCO; (11) Bitfinex trading & funding — spot, margin, funding/lending (submit offers, loans, credits), wallet transfers; (12) KuCoin trading — spot and futures/perpetual contracts, order placement, position management, leverage, stop orders, account management; (13) Taiwan stock lookup/quote/PE — look up Taiwan stock codes and company names, daily quotes (open/high/low/close, volume), PE ratio, dividend yield, PB ratio for listed (上市) and OTC (上櫃) stocks: use the Blave API endpoints (`studio/market/twstock/list`, `/info/<stock_id>`, `/price/<stock_id>`, `/quote/<stock_id>`, `/per/<stock_id>`) — NOT the raw TWSE/TPEX open API. The raw TWSE/TPEX open API (no key required) is ONLY for two things Blave has no endpoint for: trading-halt status and a one-shot full-market PE/yield/PB scan; (14) 台股分點買賣超 — search broker branch code by name (`broker/search?name=`), then query by stock (`broker/stock/<stock_id>?date=`) or by broker branch (`broker/trader/<trader_id>?date=`); by date or date range; via Blave API; no CAPTCHA required; (15) Gate.io trading — spot and USDT-settled perpetual futures, order placement, positions, leverage.