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Agent Skill · 研究检索

claude-agent-sdk(Claude Agent SDK 搜索)

claude-agent-sdk 用于查找、检索和筛选相关信息,适合在 Codex、Claude、Cursor、Gemini CLI 中需要根据关键词、任务场景或来源线索快速定位候选结果时使用。可结合来源仓库、安装命令和原始 README 继续核验具体用法。安装前建议确认权限范围、维护状态,以及是否会触发联网、命令执行或文件读写。

claude-agent-sdk 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,权限为接触敏感数据;许可证为 MIT,第三方扫描有未通过项,按安装量在研究检索类的 73,675 个 Skill 里排第 43,162。

总安装 1,008周安装 42GitHub Stars 37下载 336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
MIT

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:claude-agent-sdk(Claude Agent SDK 搜索)
来源仓库:https://github.com/ovachiever/droid-tings
仓库路径:skills/claude-agent-sdk
安装命令:
npx skills add https://github.com/ovachiever/droid-tings --skill claude-agent-sdk
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。不同来源提供的安装方式可能略有差异;本站展示可直接复制的安装命令,安装前请核对来源页面。

skills.shnpx skills
npx skills add https://github.com/ovachiever/droid-tings --skill claude-agent-sdk

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。

claude-agent-sdk 用于查找、检索和筛选相关信息,支持多宿主环境使用。适用于 Agent 开发、SDK 集成等相关场景的信息检索需求。可通过 npx skills add 命令从 GitHub 仓库安装集成。使用前需确认权限范围和潜在的网络访问行为。建议查阅原始文档了解具体功能和使用限制。

来源仓库内路径:skills/claude-agent-sdk

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/ovachiever/droid-tings --skill claude-agent-sd…;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

    它需要接触敏感数据,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

claude-agent-sdk 怎么安装?

在终端执行 npx skills add https://github.com/ovachiever/droid-tings --skill claude-agent-sdk。装完完全退出宿主工具再打开,让它重新扫描本地 Skill。

claude-agent-sdk 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。

claude-agent-sdk 需要什么权限?

权限级别是接触敏感数据。该 Skill 可能接触密钥、Token、环境变量或敏感配置,应进入高风险复核队列,默认不自动发布。

claude-agent-sdk 是免费的吗?

来源标注的许可证是 MIT。本站不代收任何费用,也不托管安装包;能否商用、要不要署名,以许可证原文为准。

claude-agent-sdk 用的人多吗?

公开数据是累计安装 1,008 次,近一周安装 42 次,下载 336 次,GitHub 37 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。

claude-agent-sdk 安全吗?

第三方扫描有未通过项,风险较高。除非你确认过源码,否则不建议直接安装到常用环境。

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。
  • 3 个目录同时收录,说明这个 Skill 流传比较广。
  • 许可证明确为 MIT,商用和分发边界好判断。

先想清楚的地方

  • 需要接触敏感数据,装到常用环境前要先评估影响面。
  • 第三方扫描存在提醒项或未通过项,需要人工逐条确认。
  • 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

  • 环境里有大量密钥、凭证,不方便给第三方 Skill 读取的人。
  • 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
claude-agent-sdk

Claude Agent SDK 搜索 · 本页

1,00837接触敏感数据MIT未通过

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

Claude Agent SDK - Structured Outputs & Error Prevention Guide

Package: @anthropic-ai/claude-agent-sdk@0.1.50 (Nov 21, 2025) Breaking Changes: v0.1.45 - Structured outputs (Nov 2025), v0.1.0 - No default system prompt, settingSources required


What's New in v0.1.45+ (Nov 2025)

Major Features:

1. Structured Outputs (v0.1.45, Nov 14, 2025)

  • JSON schema validation - Guarantees responses match exact schemas
  • outputFormat parameter - Define output structure with JSON schema or Zod
  • Access validated results - Via message.structured_output
  • Beta header required: structured-outputs-2025-11-13
  • Type safety - Full TypeScript inference with Zod schemas

Example:

import { query } from "@anthropic-ai/claude-agent-sdk";
import { z } from "zod";

const schema = z.object({
  summary: z.string(),
  sentiment: z.enum(['positive', 'neutral', 'negative']),
  confidence: z.number().min(0).max(1)
});

const response = query({
  prompt: "Analyze this code review feedback",
  options: {
    model: "claude-sonnet-4-5",
    outputFormat: {
      type: "json_schema",
      json_schema: {
        name: "AnalysisResult",
        strict: true,
        schema: zodToJsonSchema(schema)
      }
    }
  }
});

for await (const message of response) {
  if (message.type === 'result' && message.structured_output) {
    // Guaranteed to match schema
    const validated = schema.parse(message.structured_output);
    console.log(`Sentiment: ${validated.sentiment}`);
  }
}

2. Plugins System (v0.1.27)

  • plugins array - Load local plugin paths
  • Custom plugin support - Extend agent capabilities

3. Hooks System (v0.1.0+)

  • Event-driven callbacks - PreToolUse, PostToolUse, Notification, UserPromptSubmit
  • Session event hooks - Monitor and control agent behavior

4. Additional Options

  • fallbackModel - Automatic model fallback on failures
  • maxThinkingTokens - Control extended thinking budget
  • strictMcpConfig - Strict MCP configuration validation
  • continue - Resume with new prompt (differs from resume)
  • permissionMode: 'plan' - New permission mode for planning workflows

📚 Docs: https://platform.claude.com/docs/en/agent-sdk/structured-outputs


The Complete Claude Agent SDK Reference

Table of Contents

  1. Core Query API
  2. Tool Integration
  3. MCP Servers
  4. Subagent Orchestration
  5. Session Management
  6. Permission Control
  7. Filesystem Settings
  8. Message Types & Streaming
  9. Error Handling
  10. Known Issues

Core Query API

Key signature:

query(prompt: string | AsyncIterable<SDKUserMessage>, options?: Options)
  -> AsyncGenerator<SDKMessage>

Critical Options:

  • outputFormat - Structured JSON schema validation (v0.1.45+)
  • settingSources - Filesystem settings loading ('user'|'project'|'local')
  • canUseTool - Custom permission logic callback
  • agents - Programmatic subagent definitions
  • mcpServers - MCP server configuration
  • permissionMode - 'default'|'acceptEdits'|'bypassPermissions'|'plan'

Tool Integration (Built-in + Custom)

Tool Control:

  • allowedTools - Whitelist (takes precedence)
  • disallowedTools - Blacklist
  • canUseTool - Custom permission callback (see Permission Control section)

Built-in Tools: Read, Write, Edit, Bash, Grep, Glob, WebSearch, WebFetch, Task, NotebookEdit, BashOutput, KillBash, ListMcpResources, ReadMcpResource


MCP Servers (Model Context Protocol)

Server Types:

  • In-process - createSdkMcpServer() with tool() definitions
  • External - stdio, HTTP, SSE transport

Tool Definition:

tool(name: string, description: string, zodSchema, handler)

Handler Return:

{ content: [{ type: "text", text: "..." }], isError?: boolean }

External MCP Servers (stdio)

const response = query({
  prompt: "List files and analyze Git history",
  options: {
    mcpServers: {
      // Filesystem server
      "filesystem": {
        command: "npx",
        args: ["@modelcontextprotocol/server-filesystem"],
        env: {
          ALLOWED_PATHS: "/Users/developer/projects:/tmp"
        }
      },
      // Git operations server
      "git": {
        command: "npx",
        args: ["@modelcontextprotocol/server-git"],
        env: {
          GIT_REPO_PATH: "/Users/developer/projects/my-repo"
        }
      }
    },
    allowedTools: [
      "mcp__filesystem__list_files",
      "mcp__filesystem__read_file",
      "mcp__git__log",
      "mcp__git__diff"
    ]
  }
});

External MCP Servers (HTTP/SSE)

const response = query({
  prompt: "Analyze data from remote service",
  options: {
    mcpServers: {
      "remote-service": {
        url: "https://api.example.com/mcp",
        headers: {
          "Authorization": "Bearer your-token-here",
          "Content-Type": "application/json"
        }
      }
    },
    allowedTools: ["mcp__remote-service__analyze"]
  }
});

MCP Tool Naming Convention

Format: mcp__<server-name>__<tool-name>

CRITICAL:

  • Server name and tool name MUST match configuration
  • Use double underscores (__) as separators
  • Include in allowedTools array

Examples: mcp__weather-service__get_weather, mcp__filesystem__read_file


Subagent Orchestration

AgentDefinition Type

type AgentDefinition = {
  description: string;        // When to use this agent
  prompt: string;             // System prompt for agent
  tools?: string[];           // Allowed tools (optional)
  model?: 'sonnet' | 'opus' | 'haiku' | 'inherit';  // Model (optional)
}

Field Details:

  • description: When to use agent (used by main agent for delegation)
  • prompt: System prompt (defines role, inherits main context)
  • tools: Allowed tools (if omitted, inherits from main agent)
  • model: Model override (haiku/sonnet/opus/inherit)

Usage:

agents: {
  "security-checker": {
    description: "Security audits and vulnerability scanning",
    prompt: "You check security. Scan for secrets, verify OWASP compliance.",
    tools: ["Read", "Grep", "Bash"],
    model: "sonnet"
  }
}

Session Management

Options:

  • resume: sessionId - Continue previous session
  • forkSession: true - Create new branch from session
  • continue: prompt - Resume with new prompt (differs from resume)

Session Forking Pattern (Unique Capability):

// Explore alternative without modifying original
const forked = query({
  prompt: "Try GraphQL instead of REST",
  options: {
    resume: sessionId,
    forkSession: true  // Creates new branch, original session unchanged
  }
});

Capture Session ID:

for await (const message of response) {
  if (message.type === 'system' && message.subtype === 'init') {
    sessionId = message.session_id;  // Save for later resume/fork
  }
}

Permission Control

Permission Modes:

type PermissionMode = "default" | "acceptEdits" | "bypassPermissions" | "plan";
  • default - Standard permission checks
  • acceptEdits - Auto-approve file edits
  • bypassPermissions - Skip ALL checks (use in CI/CD only)
  • plan - Planning mode (v0.1.45+)

Custom Permission Logic

const response = query({
  prompt: "Deploy application to production",
  options: {
    permissionMode: "default",
    canUseTool: async (toolName, input) => {
      // Allow read-only operations
      if (['Read', 'Grep', 'Glob'].includes(toolName)) {
        return { behavior: "allow" };
      }

      // Deny destructive bash commands
      if (toolName === 'Bash') {
        const dangerous = ['rm -rf', 'dd if=', 'mkfs', '> /dev/'];
        if (dangerous.some(pattern => input.command.includes(pattern))) {
          return {
            behavior: "deny",
            message: "Destructive command blocked for safety"
          };
        }
      }

      // Require confirmation for deployments
      if (input.command?.includes('deploy') || input.command?.includes('kubectl apply')) {
        return {
          behavior: "ask",
          message: "Confirm deployment to production?"
        };
      }

      // Allow by default
      return { behavior: "allow" };
    }
  }
});

canUseTool Callback

type CanUseToolCallback = (
  toolName: string,
  input: any
) => Promise<PermissionDecision>;

type PermissionDecision =
  | { behavior: "allow" }
  | { behavior: "deny"; message?: string }
  | { behavior: "ask"; message?: string };

Examples:

// Block all file writes
canUseTool: async (toolName, input) => {
  if (toolName === 'Write' || toolName === 'Edit') {
    return { behavior: "deny", message: "No file modifications allowed" };
  }
  return { behavior: "allow" };
}

// Require confirmation for specific files
canUseTool: async (toolName, input) => {
  const sensitivePaths = ['/etc/', '/root/', '.env', 'credentials.json'];
  if ((toolName === 'Write' || toolName === 'Edit') &&
      sensitivePaths.some(path => input.file_path?.includes(path))) {
    return {
      behavior: "ask",
      message: `Modify sensitive file ${input.file_path}?`
    };
  }
  return { behavior: "allow" };
}

// Log all tool usage
canUseTool: async (toolName, input) => {
  console.log(`Tool requested: ${toolName}`, input);
  await logToDatabase(toolName, input);
  return { behavior: "allow" };
}

Filesystem Settings

Setting Sources:

type SettingSource = 'user' | 'project' | 'local';
  • user - ~/.claude/settings.json (global)
  • project - .claude/settings.json (team-shared)
  • local - .claude/settings.local.json (gitignored overrides)

Default: NO settings loaded (settingSources: [])

Settings Priority

When multiple sources loaded, settings merge in this order (highest priority first):

  1. Programmatic options (passed to query()) - Always win
  2. Local settings (.claude/settings.local.json)
  3. Project settings (.claude/settings.json)
  4. User settings (~/.claude/settings.json)

Example:

// .claude/settings.json
{
  "allowedTools": ["Read", "Write", "Edit"]
}

// .claude/settings.local.json
{
  "allowedTools": ["Read"]  // Overrides project settings
}

// Programmatic
const response = query({
  options: {
    settingSources: ["project", "local"],
    allowedTools: ["Read", "Grep"]  // ← This wins
  }
});

// Actual allowedTools: ["Read", "Grep"]

Best Practice: Use settingSources: ["project"] in CI/CD for consistent behavior.


Message Types & Streaming

Message Types:

  • system - Session init/completion (includes session_id)
  • assistant - Agent responses
  • tool_call - Tool execution requests
  • tool_result - Tool execution results
  • error - Error messages
  • result - Final result (includes structured_output for v0.1.45+)

Streaming Pattern:

for await (const message of response) {
  if (message.type === 'system' && message.subtype === 'init') {
    sessionId = message.session_id;  // Capture for resume/fork
  }
  if (message.type === 'result' && message.structured_output) {
    // Structured output available (v0.1.45+)
    const validated = schema.parse(message.structured_output);
  }
}

Error Handling

Error Codes:

Error CodeCauseSolution
CLI_NOT_FOUNDClaude Code not installedInstall: npm install -g @anthropic-ai/claude-code
AUTHENTICATION_FAILEDInvalid API keyCheck ANTHROPIC_API_KEY env var
RATE_LIMIT_EXCEEDEDToo many requestsImplement retry with backoff
CONTEXT_LENGTH_EXCEEDEDPrompt too longUse session compaction, reduce context
PERMISSION_DENIEDTool blockedCheck permissionMode, canUseTool
TOOL_EXECUTION_FAILEDTool errorCheck tool implementation
SESSION_NOT_FOUNDInvalid session IDVerify session ID
MCP_SERVER_FAILEDServer errorCheck server configuration

Known Issues Prevention

This skill prevents 12 documented issues:

Issue #1: CLI Not Found Error

Error: "Claude Code CLI not installed" Source: SDK requires Claude Code CLI Why It Happens: CLI not installed globally Prevention: Install before using SDK: npm install -g @anthropic-ai/claude-code

Issue #2: Authentication Failed

Error: "Invalid API key" Source: Missing or incorrect ANTHROPIC_API_KEY Why It Happens: Environment variable not set Prevention: Always set export ANTHROPIC_API_KEY="sk-ant-..."

Issue #3: Permission Denied Errors

Error: Tool execution blocked Source: permissionMode restrictions Why It Happens: Tool not allowed by permissions Prevention: Use allowedTools or custom canUseTool callback

Issue #4: Context Length Exceeded

Error: "Prompt too long" Source: Input exceeds model context window Why It Happens: Large codebase, long conversations Prevention: SDK auto-compacts, but reduce context if needed

Issue #5: Tool Execution Timeout

Error: Tool doesn't respond Source: Long-running tool execution Why It Happens: Tool takes too long (>5 minutes default) Prevention: Implement timeout handling in tool implementations

Issue #6: Session Not Found

Error: "Invalid session ID" Source: Session expired or invalid Why It Happens: Session ID incorrect or too old Prevention: Capture session_id from system init message

Issue #7: MCP Server Connection Failed

Error: Server not responding Source: Server not running or misconfigured Why It Happens: Command/URL incorrect, server crashed Prevention: Test MCP server independently, verify command/URL

Issue #8: Subagent Definition Errors

Error: Invalid AgentDefinition Source: Missing required fields Why It Happens: description or prompt missing Prevention: Always include description and prompt fields

Issue #9: Settings File Not Found

Error: "Cannot read settings" Source: Settings file doesn't exist Why It Happens: settingSources includes non-existent file Prevention: Check file exists before including in sources

Issue #10: Tool Name Collision

Error: Duplicate tool name Source: Multiple tools with same name Why It Happens: Two MCP servers define same tool name Prevention: Use unique tool names, prefix with server name

Issue #11: Zod Schema Validation Error

Error: Invalid tool input Source: Input doesn't match Zod schema Why It Happens: Agent provided wrong data type Prevention: Use descriptive Zod schemas with .describe()

Issue #12: Filesystem Permission Denied

Error: Cannot access path Source: Restricted filesystem access Why It Happens: Path outside workingDirectory or no permissions Prevention: Set correct workingDirectory, check file permissions


Official Documentation


Token Efficiency:

  • Without skill: ~12,000 tokens (MCP setup, permission patterns, session forking, structured outputs, error handling)
  • With skill: ~3,600 tokens (focused on v0.1.45+ features + error prevention + advanced patterns)
  • Savings: ~70% (~8,400 tokens)

Errors prevented: 12 documented issues with exact solutions Key value: Structured outputs (v0.1.45+), session forking, canUseTool patterns, settingSources priority, MCP naming, error codes


Last verified: 2025-11-22 | Skill version: 2.0.0 | Changes: Added v0.1.45 structured outputs, plugins, hooks, new options. Removed tutorial/basic examples (~750 lines). Focused on knowledge gaps + error prevention + advanced patterns.

平台分布

Claude Code

26.89%
按下载量换算90

Antigravity

23.77%
按下载量换算80

Gemini CLI

17.43%
按下载量换算59

OpenCode

11.18%
按下载量换算38

github-copilot

6.55%
按下载量换算22

Codex

3.52%
按下载量换算12

安全审计

Gen Agent Trust Hub

未通过

Socket

通过

Snyk

可疑

权限和风险

接触敏感数据

该 Skill 可能接触密钥、Token、环境变量或敏感配置,应进入高风险复核队列,默认不自动发布。

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。来源安全扫描存在提醒或未通过项,安装前请自行复核。

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