Instructions file CodexOpenCode
AI-native quantitative research framework with reusable skills, strategy domains, and thin orchestration scripts. Use when a coding agent needs to build, test, or review quantitative research workflows, strategy examples, backtests, reports, or reusable quant modules inside QuantSpace.
Instructions file
Claude Code instructions for quantskills/agent-quantspace, a project described as: AI-native quantitative research framework.
Skill Claude CodeCodex
Use when tasks need factor diagnostics, IC/grouped return analysis, attribution, robustness checks, deterministic factor-mining evaluation, or time-series distribution and stationarity checks.
Skill Claude CodeCodex
Use when tasks need vectorized strategy execution, portfolio weighting, portfolio-level filters, transaction cost helpers, exit A/B analysis, overlay metrics, or multi-strategy return blending.
Skill Claude CodeCodex
Use when tasks need strategy-agnostic OHLCV indicators, math utilities, generic factor examples, regime slicing, resampling, or label makers.
Skill Claude CodeCodex
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.
Skill Claude CodeCodex
Use when tasks need PandaData/PandaAI stock, fund, ETF, index, or futures data, reference data, adjustment factors, futures tick downloads, or symbol conversion.
Skill Claude CodeCodex
Use when tasks need optional PyCaret model training, ML factor generation, inference wrappers, feature importance, or sparse LASSO weight generation.
Skill Claude CodeCodex
Use when tasks need complete HTML research reports, HTML dashboards, PNG chart helpers, or files under the research reports directory.
Skill Claude CodeCodex
Use when tasks need reusable research pipeline templates, factor screening, or parameter sensitivity sweeps.
Skill Claude CodeCodex
Use when tasks need local market Parquet data, factor artifacts, backtest data, or model files through DataManager.
Skill Claude CodeCodex
Use when tasks need reusable strategy contracts, cross-sectional selection types, or time-series signal-to-weight helpers.
quantskills/skill-quant-factor-skill-factory
Skill Claude CodeCodex
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.
quantskills/skill-quant-factor-skill-factory
Cursor rule
Use the Skill Quant Factor Skill Factory skill when the request matches its SKILL.md description.
quantskills/skill-quant-factor-skill-factory
Agent
Use this prompt in agents that do not natively discover SKILL.md folders.
quantskills/skill-market-daily-review
Skill Claude CodeCodex
Generate A-share end-of-day market review reports with Pandadata data, covering trade-date checks, index performance and valuation, market breadth, limit-up/down sentiment, industries/concepts, 龙虎榜, block trades, margin financing, northbound holdings, risk notes, and optional scheduled after-close automation. Use when…
quantskills/skill-market-daily-review
Cursor rule
Use the Market Daily Review skill when the request matches its SKILL.md description.
quantskills/skill-market-daily-review
Agent
Use this prompt in agents that do not natively discover SKILL.md folders.
quantskills/skill-a-share-stock-dossier
Skill Claude CodeCodex
Generate a structured Chinese A-share stock due-diligence dossier from Pandadata interfaces, covering company profile, financials, dividends and capital actions, shareholder behavior, pledge/unlock/reduction risks, market funds, and sourced appendices. Use when the user asks for A股个股体检、个股尽调、公司全面分析、股票基本面报告、质押解禁减持风险排查…
quantskills/skill-a-share-stock-dossier
Cursor rule
Use the A Share Stock Dossier skill when the request matches its SKILL.md description.
quantskills/skill-a-share-stock-dossier
Agent
Use this prompt in agents that do not natively discover SKILL.md folders.
quantskills/skill-factor-orthogonalize
Skill Claude CodeCodex
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.
quantskills/skill-factor-orthogonalize
Cursor rule
Factor orthogonalization workflow for Cursor agents.
quantskills/skill-factor-orthogonalize
Agent
Use this file when the host does not support native skills.