awesome-a-stock-openclawskills

使用 Grok 实时搜索 X/Twitter，查找帖子、热门话题和讨论，并附带引用来源。

A股主题跟踪 — 从韭菜公社抓取市场热点、产业链、异动板块、最新段子，AI 结构化提取后进行多维分析。

Backtest crypto and traditional trading strategies against historical data. Calculates performance metrics (Sharpe, Sortino, max drawdown), generates equity curves, and optimizes strategy parameters. Use when user wants to test a trading strategy, validate signals, or compare approaches. Trigger with phrases like "backtest strategy", "test trading strategy", "historical performance", "simulate trades", "optimize parameters", or "validate signals".

A self-evolution engine for AI agents. Analyzes runtime history to identify improvements and applies protocol-constrained evolution.

通过 Tushare Pro MCP 获取中国金融市场数据。覆盖 A股/港股/美股/基金/期货/债券/宏观 共 158+ 个接口。当需要股价、财务、指数、宏观数据时，使用 tushare_* MCP tool 而非 Python 脚本。

Searches Google and extracts full page content from every result via trafilatura. Returns clean readable text, not just snippets. Use when the user needs web search, research, current events, news, factual lookups, product comparisons, technical documentation, or any question requiring up-to-date information from the internet.

YouTube 视频全能工具。支持六种模式：摘要、问答、逐字稿、视频搜索、频道追踪、文字稿提纯（用 Gemini CLI 对原始字幕做结构化提纯，支持播客按问答拆解、讲座按知识点分章、访谈按话题整理）。检测到 YouTube URL、视频搜索请求、频道追踪需求、文字稿提纯/整理需求时触发。

Search news articles via NewsAPI with filtering by time windows, sources, domains, and languages.

按统一规则记录交易流水。按个股落 Markdown，同时写入 SQLite 便于统计与量化复盘。

Alpha派默认投研技能 — 融合官方API（问答/RAG/Agent）和Web版（路演/点评/热门话题）。适合一般性投研问题、公司分析、行业研究等日常使用。如需大批量抓数据或获取完整列表，请改用 alphapai-web skill。

股票信息多源交叉验证系统。针对用户的股票问题，自动并行调度多个信息源（券商研报、专家纪要、外资行报告、机构热议、新闻、社交舆情），由主 Agent 执行 capture 采集，Gemini 负责信息梳理组织，最终通过 War Room 多智能体辩论完成交叉验证——对比信息异同、逻辑异同、数据异同、结论异同，输出结构化验证报告。触发词："交叉验证"、"多源验证"、"帮我验证一下[话题]"、"各方怎么看[股票]"、"[股票]的消息可靠吗"。

在 Reddit + X + 网页上搜索任意话题的近30天内容，综合分析结果，输出可直接复制使用的精炼提示词。当用户想获取某话题的近期社交/网络动态、询问"大家怎么看X"，或想了解当前最佳实践时使用。完整的 Reddit+X 功能需要 OPENAI_API_KEY 和/或 XAI_API_KEY，缺少时自动降级为网页搜索模式。

搜索并摘要 ArXiv 上的论文。当用户询问最新研究、ArXiv 上的特定主题，或需要 AI 论文每日摘要时使用。

使用 blogwatcher CLI 监控博客和 RSS/Atom 订阅源的更新。

岗底斯开放平台投研数据服务。提供知识库搜索（券商研报、公告、纪要）、公司盈利预测、经济数据指标查询、电话会议列表、研报溯源下载等功能。当用户询问股票、公司、行业、宏观经济数据、研究报告时使用。

搜索 Reddit 的子版块并获取相关信息。

Run Codex CLI, Claude Code, OpenCode, or Pi Coding Agent via background process for programmatic control.

统一深度研究工具。双模式：Deep(Gemini Deep Research API，带规划和验证) / Lite(Gemini CLI 快速草稿)。 支持用户输入思路、素材、讨论框架，多轮对话确认提纲后执行。 触发场景：深度研究/调研/文献综述/竞争分析/行业报告/快速调研

B2B company research producing professional PDF reports. Use when asked to research a company, analyze a business, create an account profile, or generate market intelligence from a company URL. Outputs a beautifully formatted, downloadable PDF report.

AI-powered idea/problem/challenge manager with GitHub integration. Captures, categorizes, reviews, and helps ship ideas to repos.

Intelligent multi-store memory system with human-like encoding, consolidation, decay, and recall. Use when setting up agent memory, configuring remember/forget triggers, enabling sleep-time reflection, building knowledge graphs, or adding audit trails. Replaces basic flat-file memory with a cognitive architecture featuring episodic, semantic, procedural, and core memory stores. Supports multi-agent systems with shared read, gated write access model. Includes philosophical meta-reflection that deepens understanding over time. Covers MEMORY.md, episode logging, entity graphs, decay scoring, reflection cycles, evolution tracking, and system-wide audit.

A股技术分析第一步（数据获取与最小校验）。严格优先使用 tushare-mcp（通过 mcporter 调用 tushare-pro.*）拉取日线、技术因子、资金流并落盘到 results/project-name/data/raw。

股票研究组，提供业绩监控（预期对比）、券商研报搜索与解析（Gemini 提取观点）、券商月度金股统计、机构调研检索、资产负债表查询与分析、主营业务构成分析、技术面因子、神奇九转

Manage and monitor a personal stock watchlist with support for adding, removing, listing stocks, and summarizing their recent performance using data from 10jqka.com.cn. Use when the user wants to track specific stocks, get performance summaries, or manage their watchlist.

A股量化监控系统 - 7维度市场情绪评分、智能选股引擎（短线5策略+中长线7策略）、实时价格监控、涨跌幅排行榜。支持全市场5000+股票数据采集与分析，多指标共振评分，精确买卖点计算，动态止损止盈。每日自动推荐短线3-5只、中长线5-10只优质股票。包含Web界面、自动化Cron任务、历史数据回溯。适用于A股量化交易、技术分析、选股决策。

Get stock prices, quotes, fundamentals, earnings, options, dividends, and analyst ratings using Yahoo Finance. Uses yfinance library - no API key required.

A Yahoo Finance (yfinance) powered financial analysis tool. Get real-time quotes, generate high-resolution charts with moving averages + indicators (RSI/MACD/Bollinger/VWAP/ATR), summarize fundamentals, and run a one-shot report that outputs both a text summary and a Pro chart.

Analyze stocks and cryptocurrencies using Yahoo Finance data. Supports portfolio management, watchlists with alerts, dividend analysis, 8-dimension stock scoring, viral trend detection (Hot Scanner), and rumor/early signal detection. Use for stock analysis, portfolio tracking, earnings reactions, crypto monitoring, trending stocks, or finding rumors before they hit mainstream.

本地纪要结构化摘要工具。将公司调研纪要、业绩说明会、电话会议、路演记录提炼为标准化要点卡片。 支持中英文自动识别，默认使用 OpenAI gpt-5.4，可切换 Gemini CLI（gemini-3.1-pro-preview）。 触发场景：(1) 用户发送纪要文件路径请求总结 (2) 用户粘贴纪要文本请求提炼要点 (3) "帮我总结这份纪要" "提炼一下要点" "做个纪要摘要"

Create effective data visualizations with Python (matplotlib, seaborn, plotly). Use when building charts, choosing the right chart type for a dataset, creating publication-quality figures, or applying design principles like accessibility and color theory.

金融时间序列分析方法工具箱。覆盖股票 / 商品期货 / 加密货币 / ETF / 外汇 / 指数，从数据获取到高阶分析全流程。内置 70+ 分析方法，涵盖时间序列检验、预测建模、跨资产关系、波动率风险、组合优化、状态识别、商品专项和网络分析 8 大方法域。数据获取优先使用 tushare MCP tool（A股/港股/美股/期货/基金/宏观），商品期货(CL=F)、加密(BTC-USD)等 tushare 未覆盖资产用 yfinance 脚本补充。

使用 Gemini 多 Agent 架构对 Markdown 文档进行逐句事实核查。Phase1 用 gemini-2.0-flash 拆句+分类(事实/主观)+提取声明；Phase2 用 gemini-2.5-flash + Google Search 逐句核查每个数据点。当用户要求核查文章数据准确性、验证文档中的事实声明、检查报告中的数字/日期/政策引用是否正确时触发。

Transform into 31 specialized AI personalities on demand - from Dev (coding) to Chef Marco (cooking) to Dr. Med (medical). Switch mid-conversation, create custom personas. Token-efficient, loads only active persona.

Multi-agent war room for brainstorming, system design, architecture review, product specs, business strategy, or any complex problem. Use when a user wants to run a structured multi-agent session with specialist roles, when they mention "war room", when they need to brainstorm a project from scratch, design a system with multiple perspectives, stress-test decisions with a devil's advocate, or produce a comprehensive blueprint/spec. Works for software, hardware, content, business — any domain.

Comprehensive news aggregator that fetches, filters, and deeply analyzes real-time content from 8 major sources: Hacker News, GitHub Trending, Product Hunt, 36Kr, Tencent News, WallStreetCN, V2EX, and Weibo. Best for 'daily scans', 'tech news briefings', 'finance updates', and 'deep interpretations' of hot topics.

Fetch and display BBC News stories from various sections and regions via RSS feeds. Use when the user asks for BBC news, UK news headlines, world news from BBC, or news from specific BBC sections (technology, business, politics, science, health, entertainment, regional UK news, or world regions).

Fetch and parse news highlights from CCTV News Broadcast (Xinwen Lianbo) for a given date.

This skill should be used when the user asks for news updates, daily briefings, or what's happening in the world. Fetches news from trusted international RSS feeds and can create voice summaries.

Typed knowledge graph for structured agent memory and composable skills. Use when creating/querying entities (Person, Project, Task, Event, Document), linking related objects, enforcing constraints, planning multi-step actions as graph transformations, or when skills need to share state. Trigger on "remember", "what do I know about", "link X to Y", "show dependencies", entity CRUD, or cross-skill data access.

Advanced thinking model that improves decision-making speed and accuracy. Integrates with memory system to compare and integrate previous thinking models for continuous enhancement.