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20,000
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# Skill 仓库 描述 安装量
501 shuffle-json-data github/awesome-copilot
Shuffle JSON Data Overview Shuffle repetitive JSON objects without corrupting the data or breaking JSON syntax. Always validate the input file first. If a request arrives without a data file, pause and ask for one. Only proceed after confirming the JSON can be shuffled safely. Role You are a data engineer who understands how to randomise or reorder JSON data without sacrificing integrity. Combine data-engineering best practices with mathematical knowledge of randomizing data to protect data qual...
7.1K
502 typespec-api-operations github/awesome-copilot
Add TypeSpec API Operations Add RESTful operations to an existing TypeSpec API plugin for Microsoft 365 Copilot. Adding GET Operations Simple GET - List All Items / * List all items. */ @ route ( "/items" ) @ get op listItems ( ) : Item [ ] ; GET with Query Parameter - Filter Results / * List items filtered by criteria. * @param userId Optional user ID to filter items */ @ route ( "/items" ) @ get op listItems ( @ query userId ? : integer ) : Item [ ] ; GET with Path Parameter - Get Single Item ...
7.1K
503 fedora-linux-triage github/awesome-copilot
Fedora Linux Triage You are a Fedora Linux expert. Diagnose and resolve the user’s issue using Fedora-appropriate tooling and practices. Inputs ${input:FedoraRelease} (optional) ${input:ProblemSummary} ${input:Constraints} (optional) Instructions Confirm Fedora release and environment assumptions. Provide a step-by-step triage plan using systemctl , journalctl , and dnf . Offer remediation steps with copy-paste-ready commands. Include verification commands after each major change. Address SELinu...
7.1K
504 java-add-graalvm-native-image-support github/awesome-copilot
GraalVM Native Image Agent You are an expert in adding GraalVM native image support to Java applications. Your goal is to: Analyze the project structure and identify the build tool (Maven or Gradle) Detect the framework (Spring Boot, Quarkus, Micronaut, or generic Java) Add appropriate GraalVM native image configuration Build the native image Analyze any build errors or warnings Apply fixes iteratively until the build succeeds Your Approach Follow Oracle's best practices for GraalVM native image...
7.1K
505 ruby-mcp-server-generator github/awesome-copilot
Ruby MCP Server Generator Generate a complete, production-ready MCP server in Ruby using the official Ruby SDK. Project Generation When asked to create a Ruby MCP server, generate a complete project with this structure: my-mcp-server/ ├── Gemfile ├── Rakefile ├── lib/ │ ├── my_mcp_server.rb │ ├── my_mcp_server/ │ │ ├── server.rb │ │ ├── tools/ │ │ │ ├── greet_tool.rb │ │ │ └── calculate_tool.rb │ │ ├── prompts/ │ │ │ └── code_review_prompt.rb │ │ └── resourc...
7.1K
506 mcp-create-declarative-agent github/awesome-copilot
--- mode: 'agent' tools: ['changes', 'search/codebase', 'edit/editFiles', 'problems'] description: 'Create a declarative agent for Microsoft 365 Copilot by integrating an MCP server with authentication, tool selection, and configuration' model: 'gpt-4.1' tags: [mcp, m365-copilot, declarative-agent, model-context-protocol, api-plugin] --- Create MCP-based Declarative Agent for Microsoft 365 Copilot Create a complete declarative agent for Microsoft 365 Copilot that integrates with a Model Context...
7.1K
507 azure-resource-health-diagnose github/awesome-copilot
Azure Resource Health & Issue Diagnosis This workflow analyzes a specific Azure resource to assess its health status, diagnose potential issues using logs and telemetry data, and develop a comprehensive remediation plan for any problems discovered. Prerequisites Azure MCP server configured and authenticated Target Azure resource identified (name and optionally resource group/subscription) Resource must be deployed and running to generate logs/telemetry Prefer Azure MCP tools ( azmcp-* ) over dir...
7.1K
508 centos-linux-triage github/awesome-copilot
CentOS Linux Triage You are a CentOS Linux expert. Diagnose and resolve the user’s issue with RHEL-compatible commands and practices. Inputs ${input:CentOSVersion} (optional) ${input:ProblemSummary} ${input:Constraints} (optional) Instructions Confirm CentOS release (Stream vs. legacy) and environment assumptions. Provide triage steps using systemctl , journalctl , dnf / yum , and logs. Offer remediation steps with copy-paste-ready commands. Include verification commands after each major change....
7.1K
509 power-platform-mcp-connector-suite github/awesome-copilot
Power Platform MCP Connector Suite Generate comprehensive Power Platform custom connector implementations with Model Context Protocol integration for Microsoft Copilot Studio. MCP Capabilities in Copilot Studio Currently Supported: ✅ Tools : Functions that the LLM can call (with user approval) ✅ Resources : File-like data that agents can read (must be tool outputs) Not Yet Supported: ❌ Prompts : Pre-written templates (prepare for future support) Connector Generation Create complete Power Platfor...
7.1K
510 az-cost-optimize github/awesome-copilot
Azure Cost Optimize This workflow analyzes Infrastructure-as-Code (IaC) files and Azure resources to generate cost optimization recommendations. It creates individual GitHub issues for each optimization opportunity plus one EPIC issue to coordinate implementation, enabling efficient tracking and execution of cost savings initiatives. Prerequisites Azure MCP server configured and authenticated GitHub MCP server configured and authenticated Target GitHub repository identified Azure resources deplo...
7.1K
511 typespec-create-agent github/awesome-copilot
Create TypeSpec Declarative Agent Create a complete TypeSpec declarative agent for Microsoft 365 Copilot with the following structure: Requirements Generate a main.tsp file with: Agent Declaration Use @agent decorator with a descriptive name and description Name should be 100 characters or less Description should be 1,000 characters or less Instructions Use @instructions decorator with clear behavioral guidelines Define the agent's role, expertise, and personality Specify what the agent should a...
7.1K
512 update-avm-modules-in-bicep github/awesome-copilot
Update Azure Verified Modules in Bicep Files Update Bicep file ${file} to use latest Azure Verified Module (AVM) versions. Limit progress updates to non-breaking changes. Don't output information other than the final output table and summary. Process Scan : Extract AVM modules and current versions from ${file} Identify : List all unique AVM modules used by matching avm/res/{service}/{resource} using search tool Check : Use fetch tool to get latest version of each AVM module from MCR: https://mcr...
7.1K
513 containerize-aspnet-framework github/awesome-copilot
ASP.NET .NET Framework Containerization Prompt Containerize the ASP.NET (.NET Framework) project specified in the containerization settings below, focusing exclusively on changes required for the application to run in a Windows Docker container. Containerization should consider all settings specified here. REMEMBER: This is a .NET Framework application, not .NET Core. The containerization process will be different from that of a .NET Core application. Containerization Settings This section of th...
7K
514 typespec-create-api-plugin github/awesome-copilot
Create TypeSpec API Plugin Create a complete TypeSpec API plugin for Microsoft 365 Copilot that integrates with external REST APIs. Requirements Generate TypeSpec files with: main.tsp - Agent Definition import "@typespec/http" ; import "@typespec/openapi3" ; import "@microsoft/typespec-m365-copilot" ; import "./actions.tsp" ; using TypeSpec . Http ; using TypeSpec . M365 . Copilot . Agents ; using TypeSpec . M365 . Copilot . Actions ; @ agent ( { name : "[Agent Name]" , description : "[Descripti...
7K
515 create-oo-component-documentation github/awesome-copilot
Generate Standard OO Component Documentation Create comprehensive documentation for the object-oriented component(s) at: ${input:ComponentPath} . Analyze the component by examining code in the provided path. If folder, analyze all source files. If single file, treat as main component and analyze related files in same directory. Documentation Standards DOC-001: Follow C4 Model documentation levels (Context, Containers, Components, Code) DOC-002: Align with Arc42 software architecture documentatio...
7K
516 mcp-configure github/awesome-copilot
Configure Dataverse MCP for GitHub Copilot This skill configures the Dataverse MCP server for GitHub Copilot with your organization's environment URL. Each organization is registered with a unique server name based on the org identifier (e.g., DataverseMcporgbc9a965c ). If the user provided a URL it is: $ARGUMENTS. Instructions 0. Ask for MCP scope Ask the user whether they want to configure the MCP server globally or for this project only: Would you like to configure the Dataverse MCP server: G...
7K
517 update-oo-component-documentation github/awesome-copilot
Update Standard OO Component Documentation Update the existing documentation file at: ${file} by analyzing the corresponding component code. Extract the component path from the existing documentation's front matter ( component_path field) or infer it from the documentation content. Analyze the current component implementation and update the documentation accordingly. Documentation Standards: DOC-001: Follow C4 Model documentation levels (Context, Containers, Components, Code) DOC-002: Align with...
7K
518 create-web-form github/awesome-copilot
Create Web Form Skill Overview This skill provides comprehensive reference materials and best practices for creating web forms. It covers HTML syntax, UI/UX design, form validation, server-side processing (PHP and Python), data handling, and network communication. Purpose Enable developers to build robust, accessible, and user-friendly web forms by providing: HTML form syntax and structure CSS styling techniques for form elements JavaScript for form interactivity and validation Accessibility bes...
7K
519 web-design-guidelines antfu/skills
Web Interface Guidelines Review files for compliance with Web Interface Guidelines. How It Works Fetch the latest guidelines from the source URL below Read the specified files (or prompt user for files/pattern) Check against all rules in the fetched guidelines Output findings in the terse file:line format Guidelines Source Fetch fresh guidelines before each review: https://raw.githubusercontent.com/vercel-labs/web-interface-guidelines/main/command.md Use WebFetch to retrieve the latest rules. Th...
6.9K
520 remembering-conversations obra/episodic-memory
Remembering Conversations Core principle: Search before reinventing. Searching costs nothing; reinventing or repeating mistakes costs everything. Mandatory: Use the Search Agent YOU MUST dispatch the search-conversations agent for any historical search. Announce: "Dispatching search agent to find [topic]." Then use the Task tool with subagent_type: "search-conversations" : Task tool: description: "Search past conversations for [topic]" prompt: "Search for [specific query or topic]. Focus on [wha...
6.8K
521 suggest-awesome-github-copilot-prompts github/awesome-copilot
Suggest Awesome GitHub Copilot Prompts Analyze current repository context and suggest relevant prompt files from the GitHub awesome-copilot repository that are not already available in this repository. Process Fetch Available Prompts : Extract prompt list and descriptions from awesome-copilot README.prompts.md . Must use fetch tool. Scan Local Prompts : Discover existing prompt files in .github/prompts/ folder Extract Descriptions : Read front matter from local prompt files to get descriptions F...
6.8K
522 llm-monitoring-dashboard supercent-io/skills-template
LLM Usage Monitoring Dashboard Tracks LLM API costs, tokens, and latency using Tokuin CLI , and auto-generates a data-driven admin dashboard with PM insights. When to use this skill LLM cost visibility : When you want to monitor API usage costs per team or individual in real time PM reporting dashboard : When you need weekly reports on who uses AI, how much, and how User adoption management : When you want to track inactive users and increase AI adoption rates Model optimization evidence : When ...
6.7K
523 pnpm antfu/skills
pnpm is a fast, disk space efficient package manager. It uses a content-addressable store to deduplicate packages across all projects on a machine, saving significant disk space. pnpm enforces strict dependency resolution by default, preventing phantom dependencies. Configuration should preferably be placed in pnpm-workspace.yaml for pnpm-specific settings. Important: When working with pnpm projects, agents should check for pnpm-workspace.yaml and .npmrc files to understand workspace structure a...
6.7K
524 gws-docs-write googleworkspace/cli
docs +write PREREQUISITE: Read ../gws-shared/SKILL.md for auth, global flags, and security rules. If missing, run gws generate-skills to create it. Append text to a document Usage gws docs +write --document < ID > --text < TEXT > Flags Flag Required Default Description --document ✓ — Document ID --text ✓ — Text to append (plain text) Examples gws docs +write --document DOC_ID --text 'Hello, world!' Tips Text is inserted at the end of the document body. For rich formatting, use the raw batchUpdat...
6.6K
525 pinia antfu/skills
Pinia Pinia is the official state management library for Vue, designed to be intuitive and type-safe. It supports both Options API and Composition API styles, with first-class TypeScript support and devtools integration. The skill is based on Pinia v3.0.4, generated at 2026-01-28. Core References Topic Description Reference Stores Defining stores, state, getters, actions, storeToRefs, subscriptions core-stores Features Extensibility Topic Description Reference Plugins Extend stores with custom p...
6.6K
526 research tavily-ai/skills
Research Skill Conduct comprehensive research on any topic with automatic source gathering, analysis, and response generation with citations. Authentication The script uses OAuth via the Tavily MCP server. No manual setup required - on first run, it will: Check for existing tokens in ~/.mcp-auth/ If none found, automatically open your browser for OAuth authentication Note: You must have an existing Tavily account. The OAuth flow only supports login — account creation is not available through thi...
6.6K
527 ai-tool-compliance supercent-io/skills-template
ai-tool-compliance - Internal AI Tool Compliance Automation When to use this skill Starting a new AI project : When scaffolding the compliance foundation (RBAC, Gateway, logs, cost tracking) from scratch Pre-deploy P0 full verification : When automatically evaluating all 13 P0 mandatory requirements as pass/fail and computing a compliance score RBAC design and permission matrix generation : When defining the 5 roles (Super Admin/Admin/Manager/Viewer/Guest) + granular access control per game/menu...
6.5K
528 gws-calendar-agenda googleworkspace/cli
calendar +agenda PREREQUISITE: Read ../gws-shared/SKILL.md for auth, global flags, and security rules. If missing, run gws generate-skills to create it. Show upcoming events across all calendars Usage gws calendar +agenda Flags Flag Required Default Description --today — — Show today's events --tomorrow — — Show tomorrow's events --week — — Show this week's events --days — — Number of days ahead to show --calendar — — Filter to specific calendar name or ID Examples gws calendar +agenda gws calen...
6.5K
529 gws-sheets-read googleworkspace/cli
sheets +read PREREQUISITE: Read ../gws-shared/SKILL.md for auth, global flags, and security rules. If missing, run gws generate-skills to create it. Read values from a spreadsheet Usage gws sheets +read --spreadsheet < ID > --range < RANGE > Flags Flag Required Default Description --spreadsheet ✓ — Spreadsheet ID --range ✓ — Range to read (e.g. 'Sheet1!A1:B2') Examples gws sheets +read --spreadsheet ID --range 'Sheet1!A1:D10' gws sheets +read --spreadsheet ID --range Sheet1 Tips Read-only — neve...
6.5K
530 gws-drive-upload googleworkspace/cli
drive +upload PREREQUISITE: Read ../gws-shared/SKILL.md for auth, global flags, and security rules. If missing, run gws generate-skills to create it. Upload a file with automatic metadata Usage gws drive +upload < file > Flags Flag Required Default Description <file> ✓ — Path to file to upload --parent — — Parent folder ID --name — — Target filename (defaults to source filename) Examples gws drive +upload ./report.pdf gws drive +upload ./report.pdf --parent FOLDER_ID gws drive +upload ./data.csv...
6.5K
531 next-upgrade vercel-labs/next-skills
Upgrade Next.js Upgrade the current project to the latest Next.js version following official migration guides. Instructions Detect current version: Read package.json to identify the current Next.js version and related dependencies (React, React DOM, etc.) Fetch the latest upgrade guide: Use WebFetch to get the official upgrade documentation: Codemods: https://nextjs.org/docs/app/building-your-application/upgrading/codemods Version-specific guides (adjust version as needed): https://nextjs.o...
6.4K
532 mobile-android-design wshobson/agents
Android Mobile Design Master Material Design 3 (Material You) and Jetpack Compose to build modern, adaptive Android applications that integrate seamlessly with the Android ecosystem. When to Use This Skill Designing Android app interfaces following Material Design 3 Building Jetpack Compose UI and layouts Implementing Android navigation patterns (Navigation Compose) Creating adaptive layouts for phones, tablets, and foldables Using Material 3 theming with dynamic colors Building accessible And...
6.4K
533 gws-sheets-append googleworkspace/cli
sheets +append PREREQUISITE: Read ../gws-shared/SKILL.md for auth, global flags, and security rules. If missing, run gws generate-skills to create it. Append a row to a spreadsheet Usage gws sheets +append --spreadsheet < ID > Flags Flag Required Default Description --spreadsheet ✓ — Spreadsheet ID --values — — Comma-separated values (simple strings) --json-values — — JSON array of rows, e.g. '[["a","b"],["c","d"]]' Examples gws sheets +append --spreadsheet ID --values 'Alice,100,true' gws sheet...
6.3K
534 gws-gmail-triage googleworkspace/cli
gmail +triage PREREQUISITE: Read ../gws-shared/SKILL.md for auth, global flags, and security rules. If missing, run gws generate-skills to create it. Show unread inbox summary (sender, subject, date) Usage gws gmail +triage Flags Flag Required Default Description --max — 20 Maximum messages to show (default: 20) --query — — Gmail search query (default: is:unread) --labels — — Include label names in output Examples gws gmail +triage gws gmail +triage --max 5 --query 'from:boss' gws gmail +triage ...
6.3K
535 stock-analysis gracefullight/stock-checker
Stock Analysis (v5.0) Analyze US stocks and cryptocurrencies using Yahoo Finance data. Includes portfolio management, crypto support, and periodic analysis. Quick Start IMPORTANT: Pass ONLY the stock ticker symbol(s) as arguments. Do NOT add extra text, headers, or formatting in the command. Analyze a single ticker: uv run { baseDir } /scripts/analyze_stock.py AAPL uv run { baseDir } /scripts/analyze_stock.py MSFT --output json Compare multiple tickers: uv run { baseDir } /scripts/analyze_stock....
6.3K
536 sql-optimization-patterns wshobson/agents
SQL Optimization Patterns Transform slow database queries into lightning-fast operations through systematic optimization, proper indexing, and query plan analysis. When to Use This Skill Debugging slow-running queries Designing performant database schemas Optimizing application response times Reducing database load and costs Improving scalability for growing datasets Analyzing EXPLAIN query plans Implementing efficient indexes Resolving N+1 query problems Core Concepts 1. Query Execution Plans...
6.3K
537 gws-gmail-send googleworkspace/cli
gmail +send PREREQUISITE: Read ../gws-shared/SKILL.md for auth, global flags, and security rules. If missing, run gws generate-skills to create it. Send an email Usage gws gmail +send --to < EMAIL > --subject < SUBJECT > --body < TEXT > Flags Flag Required Default Description --to ✓ — Recipient email address --subject ✓ — Email subject --body ✓ — Email body (plain text) --dry-run — — Show the request that would be sent without executing it Examples gws gmail +send --to alice@example.com --subjec...
6.3K
538 gws-calendar-insert googleworkspace/cli
calendar +insert PREREQUISITE: Read ../gws-shared/SKILL.md for auth, global flags, and security rules. If missing, run gws generate-skills to create it. create a new event Usage gws calendar +insert --summary < TEXT > --start < TIME > --end < TIME > Flags Flag Required Default Description --calendar — primary Calendar ID (default: primary) --summary ✓ — Event summary/title --start ✓ — Start time (ISO 8601, e.g., 2024-01-01T10:00:00Z) --end ✓ — End time (ISO 8601) --location — — Event location --...
6.2K
539 security-requirement-extraction wshobson/agents
Security Requirement Extraction Transform threat analysis into actionable security requirements. When to Use This Skill Converting threat models to requirements Writing security user stories Creating security test cases Building security acceptance criteria Compliance requirement mapping Security architecture documentation Core Concepts 1. Requirement Categories Business Requirements → Security Requirements → Technical Controls ↓ ↓ ↓ "Prote...
6.2K
540 responsive-design wshobson/agents
Responsive Design When to use this skill New website/app : Layout design for combined mobile-desktop use Legacy improvement : Converting fixed layouts to responsive Performance optimization : Image optimization per device Multiple screens : Tablet, desktop, and large screen support Instructions Step 1: Mobile-First Approach Design from small screens and progressively expand. Example : /* Default: Mobile (320px~) */ .container { padding : 1 rem ; font-size : 14 px ; } .grid { display : grid ; gri...
6.2K
541 bmad-idea supercent-io/skills-template
bmad-idea - BMAD Creative Intelligence Suite When to use this skill Brainstorming ideas using structured creative techniques (36 methods across 7 categories) Running a human-centered design thinking process Identifying market disruption opportunities or designing new business models Diagnosing complex problems using systematic root cause analysis Crafting compelling narratives, product stories, or pitches Any creative front-end work before structured development begins Installation npx skills ad...
6.2K
542 nblm magicseek/nblm
NotebookLM Quick Commands Query Google NotebookLM for source-grounded, citation-backed answers. Environment All dependencies and authentication are handled automatically by run.py: First run creates .venv and installs Python/Node.js dependencies If Google auth is missing or expired, a browser window opens automatically No manual pre-flight steps required Usage /nblm <command> [args] Commands Notebook Management Command Description login Authenticate with Google status Show auth and library...
6.2K
543 bmad-gds supercent-io/skills-template
bmad-gds - BMAD Game Development Studio When to use this skill Starting a new game project and need a structured concept → production workflow Creating a Game Design Document (GDD), narrative design, or technical architecture Managing sprints and dev stories for a game team Setting up test frameworks for Unity, Unreal Engine, or Godot projects Quick prototyping or rapid feature work without full planning overhead Reviewing code or running retrospectives after development epics Installation npx s...
6.2K
544 gws-slides googleworkspace/cli
slides (v1) PREREQUISITE: Read ../gws-shared/SKILL.md for auth, global flags, and security rules. If missing, run gws generate-skills to create it. gws slides < resource > < method > [ flags ] API Resources presentations batchUpdate — Applies one or more updates to the presentation. Each request is validated before being applied. If any request is not valid, then the entire request will fail and nothing will be applied. Some requests have replies to give you some information about how they are a...
6.1K
545 react-doctor millionco/react-doctor
React Doctor Scans your React codebase for security, performance, correctness, and architecture issues. Outputs a 0-100 score with actionable diagnostics. Usage npx -y react-doctor@latest . --verbose --diff Workflow Run after making changes to catch issues early. Fix errors first, then re-run to verify the score improved.
6.1K
546 error-handling-patterns wshobson/agents
Error Handling Patterns Build resilient applications with robust error handling strategies that gracefully handle failures and provide excellent debugging experiences. When to Use This Skill Implementing error handling in new features Designing error-resilient APIs Debugging production issues Improving application reliability Creating better error messages for users and developers Implementing retry and circuit breaker patterns Handling async/concurrent errors Building fault-tolerant distribut...
6.1K
547 flutter-expert jeffallan/claude-skills
Flutter Expert Senior mobile engineer building high-performance cross-platform applications with Flutter 3 and Dart. When to Use This Skill Building cross-platform Flutter applications Implementing state management (Riverpod, Bloc) Setting up navigation with GoRouter Creating custom widgets and animations Optimizing Flutter performance Platform-specific implementations Core Workflow Setup — Scaffold project, add dependencies ( flutter pub get ), configure routing State — Define Riverpod provider...
6K
548 golang-pro jeffallan/claude-skills
Golang Pro Senior Go developer with deep expertise in Go 1.21+, concurrent programming, and cloud-native microservices. Specializes in idiomatic patterns, performance optimization, and production-grade systems. Role Definition You are a senior Go engineer with 8+ years of systems programming experience. You specialize in Go 1.21+ with generics, concurrent patterns, gRPC microservices, and cloud-native applications. You build efficient, type-safe systems following Go proverbs. When to Use Thi...
6K
549 slack vercel-labs/agent-browser
Slack Automation Interact with Slack workspaces to check messages, extract data, and automate common tasks. Quick Start Connect to an existing Slack browser session or open Slack: Connect to existing session on port 9222 (typical for already-open Slack) agent-browser connect 9222 Or open Slack if not already running agent-browser open https://app.slack.com Then take a snapshot to see what's available: agent-browser snapshot -i Core Workflow Connect/Navigate : Open or connect to Slack Snapshot ...
6K
550 china-stock-analysis sugarforever/01coder-agent-skills
China Stock Analysis Skill 基于价值投资理论的中国A股分析工具,面向低频交易的普通投资者。 When to Use 当用户请求以下操作时调用此skill: 分析某只A股股票 筛选符合条件的股票 对比多只股票或行业内股票 计算股票估值或内在价值 查看股票的财务健康状况 检测财务异常风险 Prerequisites Python环境要求 pip install akshare pandas numpy 依赖检查 在执行任何分析前,先检查akshare是否已安装: python -c "import akshare; print(akshare.__version__)" 如果未安装,提示用户安装: pip install akshare Core Modules 1. Stock Screener (股票筛选器) 筛选符合条件的股票 2. Financial Analyzer (财务分析器) 个股深度财务分析 3. Industry Comparator (行业对比) 同行业横向对比分析 4. Valuation Calculat...
6K