marketcalls

Bump a version in the OpenAlgo repo. Use when releasing a new OpenAlgo platform version, or when updating the pinned openalgo Python SDK dependency. These are two independent version numbers that live in different files and are frequently confused.

Build, edit or debug an OpenAlgo Flow workflow - the no-code node graph at /flow. Use when asked to create a workflow, wire a webhook or TradingView alert to an order, add a node, port a strategy into Flow, or work out why a workflow imported but did nothing.…

Build a custom indicator for the OpenAlgo /trading charting terminal (openalgo-charts). Use when asked to create, port, or debug a chart indicator, overlay, oscillator, band, or on-chart signal, including porting a study written for another charting platform.…

Integrate a new Indian broker into OpenAlgo, or modify an existing broker plugin. Use when wiring up a broker's auth/login, orders, quotes, depth, history, funds, margin, symbol master, or WebSocket streaming; when a broker does not appear in the login…

Verify a claim before stating it, and verify a test before trusting it. Use before asserting that a security control holds, that a pattern is safe, that a bug is fixed, or that a test guards a fix. Also use when reporting audit or scanner findings, when a…

Run OpenAlgo's periodic security audit across backend, frontend, database, cache, routes and dependencies, producing a dated xlsx report. Use for the monthly or twice-monthly review, before a release, after a dependency bump, or when the user asks for a…

Audit a change for resource leaks in OpenAlgo — file descriptors AND unbounded memory growth. Run after building a feature or fixing anything that touches databases, WebSockets or streaming, threads or executors, subprocesses, files, sockets, caches, or…

Create a custom technical indicator using vectorized NumPy on top of openalgo's Rust-core ta primitives. Generates production-grade, O(n) indicator functions with charting and benchmarking.

Build a web dashboard for technical indicator analysis using Plotly Dash or Streamlit. Supports single-symbol, multi-symbol, and multi-timeframe layouts with real-time refresh.

OpenAlgo indicator expert. Use when user asks about technical indicators, charting, plotting indicators, creating custom indicators, building dashboards, real-time feeds, scanning stocks, indicator combinations, or using openalgo.ta. Also triggers for…

Set up the Python environment for OpenAlgo indicator analysis. Installs openalgo, plotly, dash, streamlit, yfinance, matplotlib, seaborn, and creates the project folder structure.

Chart any technical indicator on a symbol using Plotly. Creates interactive dark-themed charts with candlestick, overlays, and subplots. Supports all 100+ openalgo.ta indicators.

Scan multiple symbols with indicator conditions. Find stocks matching RSI oversold, EMA crossovers, Supertrend signals, and custom filter combinations.

Set up real-time indicator computation on live WebSocket market data. Streams LTP/Quote/Depth and computes indicators in real-time with optional Plotly live charting.

OpenAlgo execution expert. Auto-loaded knowledge base for building algorithmic trading strategies that toggle between VectorBT backtest and OpenAlgo live execution. Triggers when user mentions OpenAlgo trading strategies, dual-mode strategies, /python…

Validate a generated strategy and produce an upload guide for OpenAlgo's /python self-hosted strategy page. Confirms env-var reads, SIGTERM, stdout-only logging.

Generate options-only execution strategies (short straddle, iron condor). Backtest mode is intentionally disabled. Live mode uses optionsmultiorder + per-leg SL.

Run multiple strategies under one supervisor with portfolio-level risk caps (portfolio SL/TP, daily PnL limits, max concurrent positions). YAML-driven.

Verify a strategy's SL / TP / trailing stop / portfolio caps fire correctly. Uses OpenAlgo sandbox + synthetic price moves. Run this before going live.

Set up the Python environment for OpenAlgo execution skills - venv, openalgo[indicators], vectorbt, talib, scikit-learn, xgboost. Scaffolds strategies/ folder and .env.

Generate a single-file dual-mode trading strategy. Asks for indicator library and execution type. The same file runs `--mode backtest` (VectorBT) and `--mode live` (OpenAlgo). Upload-ready for OpenAlgo /python self-hosted.

Quick backtest a strategy on a symbol. Creates a complete .py script with data fetch, signals, backtest, stats, and plots.

VectorBT backtesting expert. Use when user asks to backtest strategies, create entry/exit signals, analyze portfolio performance, optimize parameters, fetch historical data, use VectorBT/vectorbt, compare strategies, position sizing, equity curves, drawdown…

Optimize strategy parameters using VectorBT. Tests parameter combinations and generates heatmaps.

Quickly fetch data and print key backtest stats for a symbol with a default EMA crossover strategy. No file creation needed - runs inline in a notebook cell or prints to console.

Set up the Python backtesting environment. Detects OS, creates virtual environment, installs dependencies (openalgo, ta-lib, vectorbt, plotly), and creates the backtesting folder structure.

Compare multiple strategies or directions (long vs short vs both) on the same symbol. Generates side-by-side stats table.

Use when working with openalgo-charts - creating canvas charts, adding series (candlestick/bar/line/area/baseline/histogram and 13 more), configuring price and time scales, panes, indicators, drawing tools, primitives and custom renderers, volume/market…

Add a built-in openalgo-charts indicator, restyle it, build a settings UI from its descriptor, or author a custom indicator with registerIndicator or the Tier-2 external-data contract. Use when the user asks to add RSI/MACD/Bollinger/Supertrend or any…

Diagnose an openalgo-charts problem - blank or invisible chart, bars in the wrong place, unknown series type or indicator errors, misaligned indicators, drawings that drift, a chart that will not repaint or resize, live ticks not appearing, linked charts out…

Build a full trading terminal on openalgo-charts - symbol search, interval switcher, chart-type picker, indicator menu, drawing rail with clipboard, live OpenAlgo REST plus WebSocket data behind a warm-load bar cache, on-chart order lines with drag-to-modify,…

Extend openalgo-charts with a custom primitive, drawing tool, chart type, or indicator descriptor. Use when the user wants a custom overlay, annotation, band, zone, marker layer, hand-drawn tool, or a series style the library does not ship.

Scaffold a working openalgo-charts chart in an existing project - detects the host (React, Next.js, Vue, vanilla bundler, or plain script tag), installs the right tiers, and writes a chart that renders real data. Use when the user asks to add a chart, set up…

Market data retrieval with OpenAlgo - real-time quotes, historical OHLCV, market depth, option chains, WebSocket streaming, and symbol search

Options trading with OpenAlgo - single leg orders, multi-leg strategies (Iron Condor, Straddle, Strangle, Spreads), options chain analysis, and Greeks calculation

Portfolio management with OpenAlgo - funds, positions, holdings, order book, trade book, margin calculator, and account management

Technical analysis with TA-Lib - Moving averages, RSI, MACD, Bollinger Bands, Stochastic, ATR, candlestick patterns, and strategy signals using OpenAlgo market data

Core trading operations with OpenAlgo - place orders, smart orders, basket orders, split orders, and order management across 25+ Indian brokers

Data visualization with OpenAlgo - candlestick charts, options payoff diagrams, P&L dashboards, and real-time Streamlit dashboards

Build large-scale algo trading desktop apps with Electrobun. Use when creating desktop apps, trading platforms, broker integrations, market data UIs, WebSocket connections, authentication systems, or any Electrobun project. Covers architecture, security,…