Alternatives
Compare similar skills by workflow fit, trust score, quality, GitHub adoption, maintenance, and install readiness.
Current skill
Identification of trends in the stock prices of a company by performing fundamental analysis of the company. News articles were provided as training data-sets to the model which classified the articles as positive or neutral. Sentiment score was computed by calculating the difference between positive and negative words present in the news article. Comparisons were made between the actual stock prices and the sentiment scores. Naive Bayes, OneR and Random Forest algorithms were used to observe the results of the model using Weka
OpenStock is an open-source alternative to expensive market platforms. Track real-time prices, set personalized alerts, and explore detailed company insights — built openly, for everyone, forever free.
$ npx skills add Open-Dev-Society/OpenStockThis is a database of 300.000+ symbols containing Equities, ETFs, Funds, Indices, Currencies, Cryptocurrencies and Money Markets.
$ npx skills add JerBouma/FinanceDatabaseDownload market data from Yahoo! Finance's API
$ npx skills add ranaroussi/yfinanceQuestDB is a high performance, open-source, time-series database
$ npx skills add questdb/questdbQlib is an AI-oriented Quant investment platform that aims to use AI tech to empower Quant Research, from exploring ideas to implementing productions. Qlib supports diverse ML modeling paradigms, including supervised learning, market dynamics modeling, and RL, and is now equipped with https://github.com/microsoft/RD-Agent to automate R&D process.
$ npx skills add microsoft/qlibFinGPT: Open-Source Financial Large Language Models! Revolutionize 🔥 We release the trained model on HuggingFace.
$ npx skills add AI4Finance-Foundation/FinGPTFinancial data platform for analysts, quants and AI agents.
$ npx skills add OpenBB-finance/OpenBBCode for Machine Learning for Algorithmic Trading, 2nd edition.
$ npx skills add stefan-jansen/machine-learning-for-tradingThe backtesting engine that gives you an unfair advantage. Run thousands of trading ideas before others finish one.
$ npx skills add polakowo/vectorbtLLM驱动的 A/H/美股智能分析：多数据源行情 + 实时新闻 + LLM决策仪表盘 + 多渠道推送，零成本定时运行，纯白嫖. LLM-powered stock analysis system for A/H/US markets.
$ npx skills add ZhuLinsen/daily_stock_analysisOpen source, composable payments platform | PCI compliant | SaaS and Self-host options | Enables connectivity to multiple payment, payout, fraud, vault and tokenization providers | Uplifts authorization with intelligent routing and revenue recovery | Reduce payment processing costs with cost observability | Reduces payment ops with reconciliation
$ npx skills add juspay/hyperswitchA cryptocurrency trading API with more than 100 exchanges in JavaScript / TypeScript / Python / C# / PHP / Go / Java
$ npx skills add ccxt/ccxtA local-first personal finance app
$ npx skills add actualbudget/actualTradingAgents: Multi-Agents LLM Financial Trading Framework
$ npx skills add TauricResearch/TradingAgentsFree, open source crypto trading bot
$ npx skills add freqtrade/freqtrade基于Python的开源量化交易平台开发框架
$ npx skills add vnpy/vnpyHow to choose
Use an alternative when it has a clearer install path, higher trust score, fresher maintenance, or better platform fit for your current agent stack. Keep Stock Market Sentiment Analysis if it already passes your workflow test and repository review.
Next step
Open the compare page, test the install commands in a sandbox, and check each repository before using a skill in production.
Alternatives
Compare similar skills by workflow fit, trust score, quality, GitHub adoption, maintenance, and install readiness.
Current skill
Identification of trends in the stock prices of a company by performing fundamental analysis of the company. News articles were provided as training data-sets to the model which classified the articles as positive or neutral. Sentiment score was computed by calculating the difference between positive and negative words present in the news article. Comparisons were made between the actual stock prices and the sentiment scores. Naive Bayes, OneR and Random Forest algorithms were used to observe the results of the model using Weka
OpenStock is an open-source alternative to expensive market platforms. Track real-time prices, set personalized alerts, and explore detailed company insights — built openly, for everyone, forever free.
$ npx skills add Open-Dev-Society/OpenStockThis is a database of 300.000+ symbols containing Equities, ETFs, Funds, Indices, Currencies, Cryptocurrencies and Money Markets.
$ npx skills add JerBouma/FinanceDatabaseDownload market data from Yahoo! Finance's API
$ npx skills add ranaroussi/yfinanceQuestDB is a high performance, open-source, time-series database
$ npx skills add questdb/questdbQlib is an AI-oriented Quant investment platform that aims to use AI tech to empower Quant Research, from exploring ideas to implementing productions. Qlib supports diverse ML modeling paradigms, including supervised learning, market dynamics modeling, and RL, and is now equipped with https://github.com/microsoft/RD-Agent to automate R&D process.
$ npx skills add microsoft/qlibFinGPT: Open-Source Financial Large Language Models! Revolutionize 🔥 We release the trained model on HuggingFace.
$ npx skills add AI4Finance-Foundation/FinGPTFinancial data platform for analysts, quants and AI agents.
$ npx skills add OpenBB-finance/OpenBBCode for Machine Learning for Algorithmic Trading, 2nd edition.
$ npx skills add stefan-jansen/machine-learning-for-tradingThe backtesting engine that gives you an unfair advantage. Run thousands of trading ideas before others finish one.
$ npx skills add polakowo/vectorbtLLM驱动的 A/H/美股智能分析：多数据源行情 + 实时新闻 + LLM决策仪表盘 + 多渠道推送，零成本定时运行，纯白嫖. LLM-powered stock analysis system for A/H/US markets.
$ npx skills add ZhuLinsen/daily_stock_analysisOpen source, composable payments platform | PCI compliant | SaaS and Self-host options | Enables connectivity to multiple payment, payout, fraud, vault and tokenization providers | Uplifts authorization with intelligent routing and revenue recovery | Reduce payment processing costs with cost observability | Reduces payment ops with reconciliation
$ npx skills add juspay/hyperswitchA cryptocurrency trading API with more than 100 exchanges in JavaScript / TypeScript / Python / C# / PHP / Go / Java
$ npx skills add ccxt/ccxtA local-first personal finance app
$ npx skills add actualbudget/actualTradingAgents: Multi-Agents LLM Financial Trading Framework
$ npx skills add TauricResearch/TradingAgentsFree, open source crypto trading bot
$ npx skills add freqtrade/freqtrade基于Python的开源量化交易平台开发框架
$ npx skills add vnpy/vnpyHow to choose
Use an alternative when it has a clearer install path, higher trust score, fresher maintenance, or better platform fit for your current agent stack. Keep Stock Market Sentiment Analysis if it already passes your workflow test and repository review.
Next step
Open the compare page, test the install commands in a sandbox, and check each repository before using a skill in production.