Skill Directory

AI Skill Directory

Browse curated skills with source links, package snapshots, README assets and install signals in one calm, searchable catalog.

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PDF 转 AI 就绪数据管道

把 PDF 变成大模型可消费的"AI 就绪"结构化数据的方法论,覆盖文本/表格/版面提取、可访问性处理与 JSON/HTML 输出,帮 RAG 与文档智能项目摆脱脏数据。

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数据看板与 BI 选型设计指南

企业数据看板从选型到落地的完整方法论:BI 工具选型决策框架(自建开源/商业SaaS/报表插件)、看板信息架构设计(一屏一决策原则)、图表类型选用对照表、指标口径治理与权限设计。重点解决「看板做了没人看、同一指标两个数、图表炫酷但看不懂」三大通病,附看板需求访谈模板与上线验收清单。适合数据分析师、BI 工程师与要建数据文化的管理者

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东方天意CellPhoneDB细胞通讯skill

单细胞转录组细胞间通信分析的实用技能,基于 CellPhoneDB v5 的人工整理配体-受体数据库推断细胞类型间相互作用,并支持异源多聚体复合物与置换检验。覆盖人类/小鼠基因适配、输入数据与元数据准备、基础表达、统计检验和 DEG 驱动三类分析流程,以及结果查询、显著性与特异性评分解读、热图和点图可视化,帮助获得可靠、可复现的细胞通讯结论。 天意云简介: 天意云(dftianyi.com)是专注…

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TikTok Insight by Gecho

Run async TikTok product, trend, competitor, and content insight jobs with Gecho Bridge MCP, and check job status. Requires the Gecho Chrome extension, an active TikTok session, and the Gecho Bridge M…

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Data Pipeline Architecture

You are a data pipeline architecture expert specializing in scalable, reliable, and cost-effective data pipelines for batch and streaming data processing.

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Getting Art Blocks Token Metadata

Retrieve rich metadata for a specific Art Blocks token using artblocks-mcp. Use when a user wants to look up a minted token's details, traits, features, media URLs, owner, listing info, live view, or …

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实时分析数据库实战指南

面向数据分析与后端工程师,讲清何时该用列式实时分析数据库(如 ClickHouse 类),以及落地要点:列式存储与向量化执行原理、表引擎与分区、物化视图做预聚合、高吞吐写入、查询优化(主键/跳数索引)、与事务库(MySQL/PG)的分工。附典型场景(日志/埋点/监控/报表)建模示例。适合要搭建数据分析平台、可观测性、实时报表的团队

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personu_5597b2deNo key required

基金时序拟合实验室

【中文】 基金时序拟合实验室是一套「基金净值时序拟合」的方法论文档 + 本地标准库脚本,面向个人学术与研究用途,完全离线运行。它教你用「指数直接法 / 主动持仓加权 / 三层融合 + 收盘回灌校准」从基金季度披露持仓与历史净值,拟合出一条带误差区间的净值路径,并用回测(MAE、95% 覆盖)检验效果。进阶部分提供 Kalman 最优融合、EWMA 不确定性区间,以及 Hurst 长记忆、Lyapu…

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Decision Trees — Structured Decision-Making

Decision tree analysis for complex decision-making across all domains. Use when user needs to evaluate multiple options with uncertain outcomes, assess risk/reward scenarios, or structure choices syst…

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数据透视表分析Pro

拿到一堆数据不知道怎么透视?告诉我数据字段和你的分析目标,我帮你设计数据透视表的行字段、列字段、值字段、筛选器,并给出 3-5 个分析视角。适合销售、运营、财务、行政

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personu_d1525ce8No key required

企业Excel清单清洗入口 — Excel Cleaner

其他 Excel 清洗工具都要你先回答一个问题:这是什么表? 问题是,很多时候提问的人自己也说不准。一份「到货清单」既像入库又像采购;一份标题写着「采购订单」的表,列里却是账面数量和实盘数量——它其实是盘点表。选错了工具,套上错误的模板,清洗出来的东西比原表还难用。 本 Skill 把这一步拿掉。上传,然后拿结果。 一、九层证据自动识别。表格结构、专有表头组合、数据分布、顶部标题、Sheet…

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中文财经数据接口(AKShare)

基于 AKShare 的国内财经数据获取方法论,统一拉取股票、基金、债券、宏观等开源数据接口,帮量化研究与个人投资者把"找数据"变成一行代码的稳定管道(仅数据获取,非交易建议)

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图表可视化选型助手

按数据关系(比较/构成/趋势/分布/关联)推荐最合适的图表类型,给出 matplotlib/echarts 可运行代码与可读性 Checklist,避免用错图误导

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Market Environment Analysis

Comprehensive market environment analysis and reporting tool. Analyzes global markets including US, European, Asian markets, forex, commodities, and economic indicators. Provides risk-on/risk-off asse…

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Backtest Expert

Expert guidance for systematic backtesting of trading strategies. Use when developing, testing, stress-testing, or validating quantitative trading strategies. Covers "beating ideas to death" methodolo…

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personu_441b0ae9No key required

数据图表生成器

输入数据描述或粘贴表格,自动推荐并生成最适合的图表类型与可视化代码。触发词:数据图表、可视化、图表生成

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库存数据分析指南

"【库存数据分析指南】库存数据分析:库存周转与预测分析。一份从入门到精通的实战指南。Trigger on: 库存分析/库存周转/需求预测/库存优化."

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Market Research

Conduct market research, competitive analysis, investor due diligence, and industry intelligence with source attribution and decision-oriented summaries. Use when the user wants market sizing, competi…

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Pandas数据分析

数据类型优化/向量化计算/分组聚合/时间序列处理/数据清洗/内存优化/高性能Pandas

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