Use when converting OHLCV alpha ideas into QuantSkills organization factor Skills, batch-generating non-duplicate framework-neutral quant factor Skill folders, validating them on cached real market data such as AkShare A-share and Yahoo US data, and writing factor evaluation reports.
Use when tasks need factor diagnostics, IC/grouped return analysis, attribution, robustness checks, deterministic factor-mining evaluation, or time-series distribution and stationarity checks.
Use when tasks need AI multi-agent factor mining research boundaries, versioned ResearchBrief/FactorSpec contracts, evaluation/review/decision objects, or cross-platform role task protocols without implementing compute/analyze algorithms here.
Use when tasks need PandaData/PandaAI stock, fund, ETF, index, or futures data, reference data, adjustment factors, futures tick downloads, or symbol conversion.
A tool for producing end-of-day reports on China's A-share stock market using Pandadata data. It checks the trading date and summarizes indexes, valuations, market sentiment, industries, major trades, financing, and related risks.
A skill for preparing a structured due-diligence report on a company listed on China’s A-share stock markets. It covers company information, finances, dividends, ownership activity, trading risks, market funds, and supporting sources.
Use when an agent needs to neutralize or orthogonalize a quantitative factor against industry, size, style exposures, or an existing factor library before evaluating, combining, or accepting the signal.
A Chinese-language analysis tool for futures markets, where contracts set terms for buying or selling an asset later. It uses Pandadata's DeepView interface to examine positions, money flows, inventories, prices, and related contracts.
Mine A-share quantitative factors with PandaAI in two modes: AI-led blind discovery using PandaAI data and iterative factor-analysis feedback, or evidence-grounded extraction from papers, reports, PDFs, DOCX files, and text. Use when asked to discover new factors autonomously, translate research formulas into…
Use Factor Mining PandaAI for AI-led blind discovery or document-grounded factor extraction through pandaai-cli.
★not rated 10 2mo agoC21 tokens
GPL-3.0
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