web-research

Neural web search and content extraction using x402-protected APIs. Better than WebSearch for deep research and WebFetch for blocked sites. USE FOR: - Deep web research and investigation - Finding similar pages to a reference URL - Extracting clean text from web pages - Scraping sites that block standard fetchers - Getting direct answers to factual questions - Research requiring multiple sources - Crawling multiple pages from a website TRIGGERS: - "research", "investigate", "deep dive", "find sources" - "similar to", "pages like", "more like this" - "scrape", "extract content from", "get the text from" - "blocked site", "can't access", "paywall" - "what is", "explain", "answer this" - "crawl", "crawl site", "scrape entire site" Use `npx agentcash@latest fetch` for stableenrich.dev endpoints. Prefer Exa for semantic/neural search, Firecrawl for direct scraping.

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Install skill "web-research" with this command: npx skills add merit-systems/agentcash-skills/merit-systems-agentcash-skills-web-research

Web Research with x402 APIs

Access Exa (neural search) and Firecrawl (web scraping) through x402-protected endpoints.

Setup

See rules/getting-started.md for installation and wallet setup.

Quick Reference

TaskEndpointPriceBest For
Neural searchhttps://stableenrich.dev/api/exa/search$0.01Semantic web search
Find similarhttps://stableenrich.dev/api/exa/find-similar$0.01Pages similar to a URL
Extract texthttps://stableenrich.dev/api/exa/contents$0.002Clean text from URLs
Direct answershttps://stableenrich.dev/api/exa/answer$0.01Factual Q&A
Scrape pagehttps://stableenrich.dev/api/firecrawl/scrape$0.0126Single page to markdown
Web searchhttps://stableenrich.dev/api/firecrawl/search$0.0252Search with scraping
Crawl websitehttps://stableenrich.dev/api/cloudflare/crawl$0.10Multi-page site crawl
Poll crawlGET https://stableenrich.dev/api/cloudflare/jobs?token=...FreePoll crawl results

When to Use What

ScenarioTool
General web searchWebSearch (free) or Exa ($0.01)
Semantic/conceptual searchExa search
Find pages like XExa find-similar
Get clean text from URLExa contents
Scrape blocked/JS-heavy siteFirecrawl scrape
Search + scrape resultsFirecrawl search
Quick fact lookupExa answer
Crawl entire site/sectionCloudflare crawl

See rules/when-to-use.md for detailed guidance.

Exa Neural Search

Semantic search that understands meaning, not just keywords:

npx agentcash@latest fetch https://stableenrich.dev/api/exa/search -m POST -b '{
  "query": "startups building AI agents for customer support",
  "numResults": 10,
  "type": "neural"
}'

Options:

  • query - Search query (required)
  • numResults - Number of results (default: 10, max: 25)
  • type - "neural" (semantic) or "keyword" (traditional)
  • includeDomains - Only search these domains
  • excludeDomains - Skip these domains
  • startPublishedDate / endPublishedDate - Date range filter
  • category - Filter by content type: "company", "research paper", "news", "pdf", "github", "tweet", "personal site", "linkedin profile", "financial report"
  • Tip: Use category: "linkedin profile" for people/profile discovery

Returns: List of URLs with titles, snippets, and relevance scores.

Find Similar Pages

Find pages semantically similar to a reference URL:

npx agentcash@latest fetch https://stableenrich.dev/api/exa/find-similar -m POST -b '{
  "url": "https://example.com/article-i-like",
  "numResults": 10
}'

Great for:

  • Finding competitor products
  • Discovering related content
  • Expanding research sources

Extract Text Content

Get clean, structured text from URLs:

npx agentcash@latest fetch https://stableenrich.dev/api/exa/contents -m POST -b '{
  "urls": [
    "https://example.com/article1",
    "https://example.com/article2"
  ]
}'

Options:

  • urls - Array of URLs to extract
  • text - Include full text (default: true)
  • highlights - Include key highlights

Cheapest option ($0.002) when you already have URLs and just need the content.

Direct Answers

Get factual answers to questions:

npx agentcash@latest fetch https://stableenrich.dev/api/exa/answer -m POST -b '{"query": "What is the population of Tokyo?"}'

Returns a direct answer with source citations. Best for:

  • Factual questions
  • Quick lookups
  • Verification of claims

Firecrawl Scrape

Scrape a single page to clean markdown:

npx agentcash@latest fetch https://stableenrich.dev/api/firecrawl/scrape -m POST -b '{"url": "https://example.com/page-to-scrape"}'

Options:

  • url - Page to scrape (required)
  • formats - Output formats: ["markdown", "html", "links"]
  • onlyMainContent - Skip nav/footer/ads (default: true)
  • waitFor - Wait ms for JS to render

Advantages over WebFetch:

  • Handles JavaScript-rendered content
  • Bypasses common blocking
  • Extracts main content only
  • LLM-optimized markdown output

Firecrawl Search

Web search with automatic scraping of results:

npx agentcash@latest fetch https://stableenrich.dev/api/firecrawl/search -m POST -b '{
  "query": "best practices for react server components",
  "limit": 5
}'

Options:

  • query - Search query (required)
  • limit - Number of results (default: 5)
  • scrapeOptions - Options passed to scraper

Returns search results with full scraped content for each.

Cloudflare Website Crawl

Crawl multiple pages from a website with browser rendering. Async two-step pattern.

Step 1: Start the crawl (paid, $0.10)

npx agentcash@latest fetch https://stableenrich.dev/api/cloudflare/crawl -m POST -b '{
  "url": "https://example.com",
  "limit": 10,
  "depth": 1,
  "formats": ["markdown"]
}'

Returns 202 with {"token": "jwt..."}.

Step 2: Poll for results (SIWX, free)

npx agentcash@latest fetch "https://stableenrich.dev/api/cloudflare/jobs?token=JWT_TOKEN"

Poll every 3-5 seconds until complete.

Parameters:

  • url (required) — starting URL
  • limit (default 10, max 25) — max pages
  • depth (default 1, max 3) — max link depth
  • formats["markdown", "html", "json"]
  • render (default false) — execute JavaScript
  • options.includePatterns / excludePatterns — URL wildcards

Good for: crawling docs sites, scraping multiple pages, building sitemaps.

Workflows

Deep Research

  • (Optional) Check balance: npx agentcash@latest balance
  • Search broadly with Exa
  • Find related sources with find-similar
  • Extract content from top sources
  • Synthesize findings
npx agentcash@latest fetch https://stableenrich.dev/api/exa/search -m POST -b '{"query": "AI agents in healthcare 2024", "numResults": 15}'
npx agentcash@latest fetch https://stableenrich.dev/api/exa/find-similar -m POST -b '{"url": "https://best-article-found.com"}'
npx agentcash@latest fetch https://stableenrich.dev/api/exa/contents -m POST -b '{"urls": ["url1", "url2", "url3"]}'

Blocked Site Scraping

  • Try WebFetch first (free)
  • If blocked/empty, use Firecrawl with waitFor for JS-heavy sites
npx agentcash@latest fetch https://stableenrich.dev/api/firecrawl/scrape -m POST -b '{"url": "https://blocked-site.com/article", "waitFor": 3000}'

Cost Optimization

  • Use Exa contents ($0.002) when you already have URLs
  • Use WebSearch/WebFetch first (free) and fall back to x402 endpoints
  • Batch URL extraction - pass multiple URLs to Exa contents
  • Limit results - request only as many as needed

Source Transparency

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Related Skills

Related by shared tags or category signals.

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CodeBuddy Coding

# CodeBuddy Coding Skill **版本:** 1.0.0 **创建时间:** 2026-03-31 **作者:** OpenClaw Team --- ## 📋 Skill 概述 **CodeBuddy Coding Skill** 是一个通用的 AI 编程能力扩展,让任何 OpenClaw agent 都能调用 CodeBuddy CLI 的强大功能。 ### 核心能力 - ✅ **AI 编程** - 代码生成、重构、调试、优化 - ✅ **文件操作** - 创建、修改、删除文件 - ✅ **命令执行** - 运行构建、测试、部署命令 - ✅ **进度监控** - 实时报告任务进度和状态 - ✅ **结构化输出** - JSON 格式的可解析输出 ### 适用场景 - **Developer Agent** - 编写代码、修复 Bug - **Architect Agent** - 生成项目脚手架 - **Tester Agent** - 编写测试用例 - **任何需要编程能力的 Agent** - 通用编程支持 --- ## 🚀 快速开始 ### 基本用法 ```javascript // 1. 加载 Skill const codebuddy = require('./skill'); // 2. 执行编程任务 const result = await codebuddy.execute({ task: '创建一个用户登录页面', context: { projectPath: '/path/to/project', techStack: 'Vue 3 + TypeScript' }, options: { outputFormat: 'json', permissionMode: 'bypassPermissions' } }); // 3. 获取结果 console.log(result.status); // 'success' console.log(result.filesModified); // ['src/views/Login.vue'] console.log(result.toolCalls); // [{tool: 'write_to_file', ...}] ``` ### 监听进度 ```javascript // 订阅进度事件 codebuddy.onProgress((progress) => { console.log(`进度: ${progress.percentage}%`); console.log(`当前任务: ${progress.currentTask}`); console.log(`已用时间: ${progress.elapsedTime}s`); }); ``` --- ## 🔧 配置说明 ### 环境要求 - **CodeBuddy CLI** v2.68.0+ - **Node.js** v16.0.0+ - **OpenClaw** coding-agent skill 框架 ### Skill 配置 ```json { "name": "codebuddy-coding", "version": "1.0.0", "type": "coding", "capabilities": [ "code-generation", "file-operations", "command-execution", "progress-monitoring" ], "dependencies": { "codebuddy-cli": ">=2.68.0" } } ``` --- ## 📚 API 文档 ### `execute(options)` 执行编程任务。 **参数:** ```typescript interface ExecuteOptions { task: string; // 任务描述 context?: { // 任务上下文 projectPath?: string; // 项目路径 techStack?: string; // 技术栈 files?: string[]; // 相关文件 }; options?: { // 执行选项 outputFormat?: 'json' | 'text'; // 输出格式 permissionMode?: 'default' | 'bypassPermissions'; // 权限模式 timeout?: number; // 超时时间(秒) }; } ``` **返回:** ```typescript interface ExecuteResult { status: 'success' | 'failed' | 'timeout'; filesModified: string[]; // 修改的文件列表 toolCalls: ToolCall[]; // 工具调用记录 reasoning: string[]; // 推理过程 duration: number; // 执行时长(秒) error?: string; // 错误信息 } ``` ### `onProgress(callback)` 订阅进度更新事件。 **参数:** ```typescript type ProgressCallback = (progress: { percentage: number; // 完成百分比 currentTask: string; // 当前任务描述 elapsedTime: number; // 已用时间(秒) estimatedTime?: number; // 预计剩余时间(秒) filesModified: string[]; // 已修改文件 toolCalls: number; // 已调用工具次数 }) => void; ``` ### `getStatus()` 获取当前任务状态。 **返回:** ```typescript interface TaskStatus { state: 'idle' | 'running' | 'completed' | 'failed'; taskId?: string; startTime?: Date; progress?: Progress; } ``` --- ## 🎯 使用示例 ### 示例1:创建新组件 ```javascript const codebuddy = require('./skill'); // 创建登录组件 const result = await codebuddy.execute({ task: '创建一个用户登录组件,包含用户名、密码输入框和登录按钮', context: { projectPath: '/path/to/vue-project', techStack: 'Vue 3 Composition API + TypeScript' } }); if (result.status === 'success') { console.log('组件创建成功!'); console.log('创建的文件:', result.filesModified); } ``` ### 示例2:修复 Bug ```javascript const codebuddy = require('./skill'); // 修复登录验证 Bug const result = await codebuddy.execute({ task: '修复用户登录时的验证逻辑,密码应该至少8位且包含数字和字母', context: { projectPath: '/path/to/project', files: ['src/views/Login.vue', 'src/utils/validator.ts'] } }); console.log('修复完成:', result.filesModified); ``` ### 示例3:监听长时间任务进度 ```javascript const codebuddy = require('./skill'); // 订阅进度 codebuddy.onProgress((progress) => { console.log(`[${progress.percentage}%] ${progress.currentTask}`); console.log(` 已修改 ${progress.filesModified.length} 个文件`); console.log(` 已执行 ${progress.toolCalls} 次操作`); console.log(` 用时 ${progress.elapsedTime}s`); }); // 执行长时间任务 const result = await codebuddy.execute({ task: '重构整个用户管理模块,使用更清晰的架构', context: { projectPath: '/path/to/project' }, options: { timeout: 600 // 10分钟超时 } }); ``` --- ## 🔍 进度监控原理 ### JSON 输出解析 CodeBuddy CLI 支持 `--output-format json` 输出结构化数据: ```bash codebuddy -p "任务描述" --output-format json --permission-mode bypassPermissions ``` **输出格式:** ```json { "status": "running", "tool_calls": [ { "tool": "write_to_file", "parameters": { "filePath": "src/Login.vue", "content": "..." }, "result": "success" } ], "files_modified": ["src/Login.vue"], "reasoning": [ "分析任务需求", "设计组件结构", "编写代码" ], "progress": { "percentage": 45, "current_task": "编写登录表单" } } ``` ### 进度解析流程 ```mermaid graph LR A[CodeBuddy CLI] -->|JSON Stream| B[Progress Monitor] B -->|Parse JSON| C[Progress Data] C -->|Emit Event| D[Event Callbacks] D -->|Update| E[Agent UI] ``` --- ## ⚙️ 高级配置 ### 自定义输出解析器 ```javascript const codebuddy = require('./skill'); // 自定义解析器 codebuddy.setOutputParser((jsonLine) => { // 自定义解析逻辑 return { percentage: jsonLine.progress?.percentage || 0, task: jsonLine.progress?.current_task || '处理中' }; }); ``` ### 超时和重试 ```javascript const result = await codebuddy.execute({ task: '复杂重构任务', options: { timeout: 1200, // 20分钟超时 retryCount: 3, // 失败重试3次 retryDelay: 5000 // 重试间隔5秒 } }); ``` --- ## 🐛 调试和日志 ### 启用详细日志 ```javascript const codebuddy = require('./skill'); // 启用调试模式 codebuddy.setDebugMode(true); // 所有 CLI 输出会被记录到控制台 const result = await codebuddy.execute({ task: '创建测试文件' }); ``` ### 查看执行日志 ```javascript // 获取最近的执行日志 const logs = codebuddy.getExecutionLogs(); console.log(logs); // [ // { time: '11:30:01', event: 'CLI_START', command: '...' }, // { time: '11:30:02', event: 'TOOL_CALL', tool: 'write_to_file' }, // { time: '11:30:05', event: 'CLI_END', status: 'success' } // ] ``` --- ## 🚨 错误处理 ### 错误类型 ```typescript enum CodeBuddyErrorType { CLI_NOT_FOUND = 'CLI_NOT_FOUND', // CodeBuddy CLI 未安装 INVALID_TASK = 'INVALID_TASK', // 无效的任务描述 TIMEOUT = 'TIMEOUT', // 执行超时 PERMISSION_DENIED = 'PERMISSION_DENIED', // 权限被拒绝 CLI_ERROR = 'CLI_ERROR' // CLI 执行错误 } ``` ### 错误处理示例 ```javascript try { const result = await codebuddy.execute({ task: '创建文件' }); } catch (error) { if (error.type === 'CLI_NOT_FOUND') { console.error('请先安装 CodeBuddy CLI'); } else if (error.type === 'TIMEOUT') { console.error('任务超时,请增加超时时间'); } else { console.error('执行失败:', error.message); } } ``` --- ## 📦 集成到 Agent ### Developer Agent 集成 ```javascript // developer/agent.js const codebuddy = require('codebuddy-coding'); class DeveloperAgent { async implementFeature(task) { // 使用 CodeBuddy 实现功能 const result = await codebuddy.execute({ task: task.description, context: { projectPath: this.projectPath, files: task.relatedFiles } }); return result; } } ``` ### Architect Agent 集成 ```javascript // architect/agent.js const codebuddy = require('codebuddy-coding'); class ArchitectAgent { async generateProjectScaffold(requirements) { // 使用 CodeBuddy 生成脚手架 const result = await codebuddy.execute({ task: `创建项目脚手架:${requirements}`, options: { permissionMode: 'bypassPermissions' } }); return result; } } ``` --- ## 🧪 测试 ### 运行测试 ```bash # 运行所有测试 npm test # 运行特定测试 npm test -- --grep "CLI Wrapper" ``` ### 测试覆盖 - ✅ CLI Wrapper 单元测试 - ✅ Progress Monitor 单元测试 - ✅ Integration 集成测试 - ✅ E2E 端到端测试 --- ## 📄 许可证 MIT License --- ## 🤝 贡献 欢迎提交 Issue 和 Pull Request! --- ## 📞 支持 如有问题,请联系: - GitHub Issues: [OpenClaw Repository] - Email: support@openclaw.ai --- **让每个 Agent 都拥有 AI 编程能力!** 🚀

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anti-sycophancy

Three-layer sycophancy defense based on ArXiv 2602.23971. Use /anti-sycophancy install to deploy all layers, or manage individually via install-claude-code / install-openclaw / uninstall / status / verify. Layer 1: CC-only hook; Layer 2: SKILL (cross-platform); Layer 3: CLAUDE.md (CC) / SOUL.md (OC).

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