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Agent Skill · 研究检索

xanoscript-docs-expert(xanoscript 文档专家)

用于辅助文档、README、Markdown、说明文和内容稿件的整理与改写。它适合让 Agent 提炼结构、补齐章节、统一术语、检查链接或把零散材料整理成可读文档。使用时应保留项目已有事实、命令和路径,不要把未确认的信息写成确定结论;涉及对外文案时,还需要控制语气,避免过度营销或夸大能力。

xanoscript-docs-expert 是研究检索类 Agent Skill,可用宿主为 Codex、Claude、Cursor、Gemini CLI,通过GitHub 仓库获取,权限为调用外部服务;许可证信息还不明确,第三方扫描已通过,按安装量在研究检索类的 73,675 个 Skill 里排第 47,712。

总安装 722周安装 31GitHub Stars 6下载 253核验 2026-05-01

安装说明

本站只整理中文说明,不托管安装包,也不代用户安装。
GitHub
许可证
unknown

安装方式

通过对话安装

复制提示词发给支持本地命令或 Skills 的 AI 助手,先确认命令和权限,再让它执行。

请帮我安装这个 Agent Skill:xanoscript-docs-expert(xanoscript 文档专家)
来源仓库:https://github.com/xano-inc/xano-developer-mcp
仓库路径:skills/xanoscript-docs-expert
安装命令:
npx skills add https://github.com/xano-inc/xano-developer-mcp --skill xanoscript-docs-expert
安装前请先检查当前环境是否支持对应 CLI,并向我确认将要执行的命令、安装目录、联网范围和文件读写权限;确认后再执行。

命令行安装

复制命令到本机终端执行。该命令会通过 npx skills 从第三方来源获取 Skill;本站只展示命令,不托管安装包,也不自动执行。

skills.shnpx skills
npx skills add https://github.com/xano-inc/xano-developer-mcp --skill xanoscript-docs-expert

这个 Skill 是做什么的

研究检索类 Skill 主要解决「找资料、核对事实、把来源整理清楚」的问题,通常会让助手先检索再总结。

用于辅助文档、README、Markdown、说明文和内容稿件的整理与改写。它适合让 Agent 提炼结构、补齐章节、统一术语、检查链接或把零散材料整理成可读文档。使用时应保留项目已有事实、命令和路径,不要把未确认的信息写成确定结论。涉及对外文案时,还需要控制语气,避免过度营销或夸大能力。

适用于内容创作者和技术写作者提升文档质量。

来源仓库内路径:skills/xanoscript-docs-expert

上手步骤

4 步
  1. 1

    确认自己的宿主工具

    公开资料标注支持 Codex、Claude、Cursor、Gemini CLI;先确认自己用的是其中之一,再按对应工具的 Skills 目录放置。

  2. 2

    拿到安装命令

    可以直接复制的命令是 npx skills add https://github.com/xano-inc/xano-developer-mcp --skill xanoscript…;命令里的占位符换成自己的路径或密钥再执行。

  3. 3

    安装后重启宿主

    命令执行完要完全退出宿主工具再打开,让新装的 Skill 被重新扫描到,否则列表里可能看不到。

  4. 4

    按最小权限试用

    它需要调用外部服务,先在测试目录或测试账号里跑,确认没问题再放到正式项目。

常见问题

6 条

xanoscript-docs-expert 怎么安装?

在终端执行 npx skills add https://github.com/xano-inc/xano-developer-mcp --skill xanoscript-docs-expe…。装完完全退出宿主工具再打开,让它重新扫描本地 Skill。

xanoscript-docs-expert 支持哪些 AI 工具?

公开资料标注支持 Codex、Claude、Cursor、Gemini CLI。其他工具只要能读取本地 Skill 目录,一般也能手动放进去,但要自己确认触发方式是否一致。

xanoscript-docs-expert 需要什么权限?

权限级别是调用外部服务。该 Skill 可能调用第三方服务、云服务或外部模型 API,使用前需要确认账号、额度、数据发送范围和服务条款。

xanoscript-docs-expert 是免费的吗?

公开资料没有标注明确许可证,收费和商用限制都无法确认。正式使用前请到来源仓库核对授权说明。

xanoscript-docs-expert 用的人多吗?

公开数据是累计安装 722 次,近一周安装 31 次,下载 253 次,GitHub 6 星。这些数字来自第三方目录统计,只能当作热度参考,不代表质量或安全性。

xanoscript-docs-expert 安全吗?

第三方扫描结果为通过,但这只覆盖已知的静态检查项,不能替代自己读一遍源码和安装命令。

值得选的地方和要先想清楚的地方

值得选的地方

  • 同时适配 4 种工具,换客户端不用重新找替代品。
  • 第三方扫描已通过,常见的高风险行为没有命中。

先想清楚的地方

  • 许可证没有明确标注,能不能商用、能不能再分发都不确定。
  • 第三方目录整理,版本更新和行为细节以来源仓库为准。

适不适合你

更适合

  • 已经在用 Codex,想直接扩展它能力的人。
  • 需要处理研究检索类任务、又不想每次都手写提示词的人。

不太适合

  • 需要明确授权才能用到公司项目里的场景。
  • 需要厂商级技术支持和 SLA 的生产系统。

研究检索类 Skill 对比

6 个同类
Skill总安装GitHub 星权限许可证扫描
find-skills

寻找技能 · Codex、Claude

31,199,81316,486操作浏览器MIT有提醒
self-improving-agent

自我改进 Agent · OpenClaw

16,464,0023,396接触敏感数据MIT-0通过
soultrace

灵魂追踪 · Codex、Claude

7,588,94412需要联网未明确有提醒
self-improving

自我完善 · OpenClaw

6,829,2841,046需要联网MIT-0通过
microsoft-foundry

微软代工厂 · Codex、Claude

6,614,144764调用外部服务未明确有提醒
xanoscript-docs-expert

xanoscript 文档专家 · 本页

7226调用外部服务未明确通过

按安装量取同分类前几名;数字来自第三方目录统计,只作热度参考,不代表质量结论。

SKILL.md 原文

XanoScript Docs Expert

Overview

This skill provides expert-level knowledge for working with the xanoscript_docs system inside the @xano/developer-mcp project. The project is a dual-purpose npm package: an MCP Server that serves XanoScript documentation to AI assistants, and a standalone library. The documentation lives as markdown files in src/xanoscript_docs/ and is the primary content delivered by the xanoscript_docs MCP tool.

Architecture at a Glance

src/
├── index.ts                    # MCP server entry (stdio transport)
├── lib.ts                      # Library entry (standalone usage)
├── xanoscript.ts               # Core doc logic: topic registry, file matching, content extraction
├── tools/
│   ├── index.ts                # Tool registry + dispatch (6 tools total)
│   ├── xanoscript_docs.ts      # xanoscript_docs tool: path resolution, MCP definition
│   ├── validate_xanoscript.ts  # Code validation via language server parser
│   ├── meta_api_docs.ts        # Meta API docs tool
│   ├── run_api_docs.ts         # Run API docs tool
│   ├── cli_docs.ts             # CLI docs tool
│   ├── mcp_version.ts          # Version tool
│   └── types.ts                # Shared ToolResult type
├── xanoscript_docs/            # 34 documentation topics (THE CONTENT)
│   ├── README.md               # Overview (returned when no args)
│   ├── version.json            # { "version": "2.0.0", "updated": "2025-02-06" }
│   ├── docs_index.json         # Machine-readable index with aliases, filters, constructs
│   ├── cheatsheet.md, syntax.md, quickstart.md, types.md  # Core language docs
│   ├── functions.md, database.md, tables.md, apis.md      # Construct-specific docs
│   ├── agents.md, tools.md, mcp-servers.md, triggers.md   # AI & event docs
│   ├── [16 more topic files...]
│   └── integrations/           # Sub-topic directory
│       ├── cloud-storage.md, search.md, redis.md
│       ├── external-apis.md, utilities.md
│   ...
├── meta_api_docs/              # Separate doc module for Meta API
├── run_api_docs/               # Separate doc module for Run API
└── cli_docs/                   # Separate doc module for CLI

How the xanoscript_docs Tool Works

Request Flow

Caller provides { topic?, file_path?, mode? }
    │
    ├── No args → Return README.md
    ├── topic="syntax" → Return syntax.md content
    ├── file_path="api/users/create.xs" → minimatch applyTo patterns → return all matching docs
    └── mode="quick_reference" → Extract only "## Quick Reference" sections
    │
    └── All responses append: "---\nDocumentation version: X.X.X"

Key Source Files

src/xanoscript.ts — The brain of the system:

  • XANOSCRIPT_DOCS_V2: Record<string, DocConfig> mapping 34 topic keys to {file, applyTo, description}
  • getDocsForFilePath(filePath): Uses minimatch to match file paths against applyTo glob patterns. Always includes "syntax" as a foundation topic.
  • extractQuickReference(content, topic): Finds "## Quick Reference" heading and extracts content until the next ## heading. Falls back to first 50 lines.
  • readXanoscriptDocsV2(docsPath, args): Main read function — decides what to return based on args.

src/tools/xanoscript_docs.ts — The tool wrapper:

  • getXanoscriptDocsPath(): Resolves docs directory — tries dist/xanoscript_docs/ first, falls back to src/xanoscript_docs/.
  • xanoscriptDocs(args): Standalone function returning {documentation: string}.
  • xanoscriptDocsTool(args): Returns ToolResult ({success, data?, error?}).
  • xanoscriptDocsToolDefinition: MCP tool schema with name, description, inputSchema.

src/tools/index.ts — Registration:

  • toolDefinitions array registers all 6 tools
  • handleTool(name, args) dispatches by tool name
  • toMcpResponse() converts ToolResult to MCP format: {content: [{type: "text", text}], isError?}

Build Process

tsc && cp -r src/xanoscript_docs dist/

TypeScript compiles to dist/, then markdown files are copied verbatim. The docs are NOT transformed — they ship as-is.

Adding a New Documentation Topic

This is the most common modification. Follow these steps exactly:

Step 1: Create the Markdown File

Create a new .md file in src/xanoscript_docs/. For sub-topics, use the integrations/ subdirectory pattern.

Every doc file MUST start with frontmatter:

---
applyTo: "function/*.xs, api/**/*.xs"
---

The applyTo value specifies which file patterns this doc applies to when using context-aware delivery. Use empty string or omit patterns for docs only accessible via explicit topic parameter.

Step 2: Register the Topic in src/xanoscript.ts

Add an entry to the XANOSCRIPT_DOCS_V2 object:

"my-new-topic": {
  file: "my-new-topic.md",           // Path relative to xanoscript_docs/
  applyTo: ["function/**/*.xs"],        // Glob patterns for context-aware matching
  description: "One-line description of what this doc covers",
},

For sub-topics in a directory:

"integrations/my-service": {
  file: "integrations/my-service.md",
  applyTo: [],                        // Sub-topics typically have empty applyTo
  description: "Description here",
},

Step 3: Update docs_index.json (Optional but Recommended)

Add the topic to src/xanoscript_docs/docs_index.json in the appropriate section:

"my-new-topic": {
  "file": "my-new-topic.md",
  "purpose": "Brief purpose description",
  "aliases": ["alias1", "alias2"]
}

Also update constructs, operations, or tasks sections if the new topic documents any of those.

Step 4: Bump Version

Update src/xanoscript_docs/version.json:

{
  "version": "2.1.0",
  "updated": "2025-03-15"
}

Step 5: Build and Test

npm run build    # tsc && cp -r src/xanoscript_docs dist/
npm test         # vitest run

Documentation Authoring Conventions

Read references/doc-conventions.md for the complete style guide. Here's the essential pattern:

Required Structure

Every documentation file follows this skeleton:

---
applyTo: "pattern/**/*.xs"
---

# Topic Title

> **TL;DR:** One or two sentences summarizing the key concepts.

## Quick Reference

| Feature | Example | Notes |
|---------|---------|-------|
| ...     | ...     | ...   |

## [Detailed Sections]

### Basic Structure
[Minimal working example]

### Common Patterns
[Real-world usage examples]

### Common Mistakes

❌ **Wrong:**

// incorrect code


✅ **Correct:**

// correct code


## Related Topics

| Topic | Use For |
| --- | --- |
| [syntax](xanoscript_docs({topic: "syntax"})) | Filters and operators |

Code Examples

  • Use xs language identifier for XanoScript code blocks
  • Use javascript for frontend code, json for data
  • Comments use // only (no # or /* */ in XanoScript)
  • Show both wrong and correct patterns with ❌/✅ markers
  • Progress from simple to complex examples

Cross-Referencing

Reference other topics using this pattern:


For details, see xanoscript_docs({topic: "syntax"}) For sub-topics: xanoscript_docs({topic: "integrations/redis"})

File Naming

  • Lowercase with hyphens: unit-testing.md, cloud-storage.md
  • Integration sub-topics go in integrations/ subdirectory

XanoScript Language Reference

For quick reference when writing docs, see references/xanoscript-language.md. Key things to remember:

Type Names (Common Mistake Area)

CorrectWRONG
textstring
intinteger
decimalfloat, number
boolboolean

Filter Type Safety (Most Common Doc Error)

String filters and array filters are NOT interchangeable. This is the #1 source of mistakes in the docs:

TaskString FilterArray Filter
Get lengthstrlencount
Get partsubstrslice
Reverse`split:""\reverse\join:""`reverse

Control Flow Keyword

Always elseif (one word), never else if.

String Concatenation

Use ~ (tilde), not +. Parentheses required around filtered values in concatenation:

($count|to_text) ~ " items"

Modifying the MCP Tool Itself

For changes to how documentation is served (not the content):

Changing Tool Parameters

Edit xanoscriptDocsToolDefinition in src/tools/xanoscript_docs.ts. The inputSchema follows JSON Schema format.

Changing Doc Resolution Logic

Edit functions in src/xanoscript.ts:

  • getDocsForFilePath() — context-aware matching logic
  • extractQuickReference() — quick reference extraction
  • readXanoscriptDocsV2() — main read dispatch

Changing Path Resolution

Edit getXanoscriptDocsPath() in src/tools/xanoscript_docs.ts. The fallback chain: dist/xanoscript_docs/ → src/xanoscript_docs/ → default.

Adding a New MCP Tool

  1. Create src/tools/my_tool.ts with tool definition and handler
  2. Register in src/tools/index.ts: add to toolDefinitions array and handleTool switch
  3. Export from src/lib.ts if needed for standalone usage

Testing

npm test                    # Run all tests
npm run test:watch          # Watch mode
npm run test:coverage       # With V8 coverage

Test files live alongside source: src/xanoscript.test.ts. Tests use Vitest with describe/it/expect patterns.

Key things to test when modifying docs:

  • New topics resolve correctly via readXanoscriptDocsV2({topic: "new-topic"})
  • applyTo patterns match expected file paths via getDocsForFilePath()
  • Quick reference extraction works if your doc has a ## Quick Reference section

Common Tasks Checklist

TaskFiles to Modify
Add new doc topicNew .md file + xanoscript.ts (XANOSCRIPT_DOCS_V2) + optionally docs_index.json
Edit existing doc contentJust the .md file in src/xanoscript_docs/
Change which files a doc applies toxanoscript.ts → topic's applyTo array
Add integration sub-topicNew file in integrations/ + register in xanoscript.ts
Change tool description/schemasrc/tools/xanoscript_docs.ts → xanoscriptDocsToolDefinition
Change doc resolution logicsrc/xanoscript.ts → readXanoscriptDocsV2() or getDocsForFilePath()
Update versionsrc/xanoscript_docs/version.json
Add new MCP tool (non-docs)New file in src/tools/ + register in src/tools/index.ts

平台分布

Codex

36.12%
按下载量换算91

Claude

31.99%
按下载量换算81

Cursor

18.15%
按下载量换算46

Gemini CLI

9.57%
按下载量换算24

安全审计

Gen Agent Trust Hub

通过

Socket

通过

Snyk

通过

权限和风险

调用外部服务

该 Skill 可能调用第三方服务、云服务或外部模型 API,使用前需要确认账号、额度、数据发送范围和服务条款。

安装前确认

本站仅展示第三方公开信息,不托管安装包,不提供自动安装或运行环境。安装前应自行审查源码、依赖和命令行为。目前只有一个公开来源,建议同时核对源仓库。

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