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Agent Skill · 研究检索

x-research(x 研究)

x-research 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。

x-research 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,第三方扫描有提醒项,按安装量在研究检索类的 73,675 个 Skill 里排第 35,645。

总安装 2,049周安装 88GitHub Stars 11下载 718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:x-research(x 研究)
来源仓库:https://github.com/b-open-io/prompts
仓库路径:skills/x-research
安装命令:
npx skills add https://github.com/b-open-io/prompts --skill x-research
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/b-open-io/prompts --skill x-research

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。

x-research 用于查找、检索和筛选相关信息,适合在 Codex、Claude、Cursor、Gemini CLI 中快速定位候选结果。适用于关键词搜索、任务场景匹配或来源线索梳理等研究检索场景。通过关键词、任务描述或来源仓库提供上下文,由 Agent 执行信息聚合与过滤。

安装前需确认权限范围、维护状态,注意是否触发联网、命令执行或文件读写操作。建议结合原始 README 和仓库路径进一步核验具体用法和功能边界。

来源仓库内路径:skills/x-research

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/b-open-io/prompts --skill x-research;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

x-research 怎么安装?

在终端执行 npx skills add https://github.com/b-open-io/prompts --skill x-research。装完完全退出宿主工具再打开,让它重新扫描本地 Skill。

x-research 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。

x-research 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。

x-research 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。

x-research 用的人多吗?

公开数据是累计安装 2,049 次,近一周安装 88 次,下载 718 次,GitHub 11 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。

x-research 安全吗?

第三方扫描有提醒项,说明存在需要人工确认的行为。安装前请打开源码看清它读了什么、联网到哪里。

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
x-research

x 研究 · 本页

2,04911接触敏感数据MIT有提醒

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

X Research (xAI/Grok)

AI-powered research using xAI's Grok API. Returns AI summaries with citations, not raw tweet data.

Want raw tweets instead? Use these skills: - x-user-timeline - Raw tweets from a user - x-tweet-search - Raw search results - x-tweet-fetch - Raw single tweet - x-user-lookup - User profile data These require X_BEARER_TOKEN instead of XAI_API_KEY.

When to Use

USE THIS SKILL FOR:

  • Summarized research with AI analysis
  • Current events and breaking news
  • Social sentiment ("What are developers saying about Y?")
  • X/Twitter trending topics and viral posts
  • Emerging tools/frameworks not in documentation yet
  • Community opinions on best practices

DON'T USE FOR:

  • Raw tweet data (use x-user-timeline, x-tweet-search)
  • Specific user's posts verbatim (use x-user-timeline)
  • Well-documented APIs (use WebFetch instead)

Setup Requirements

Check if the API key is set:

if [ -z "$XAI_API_KEY" ]; then
  echo "ERROR: XAI_API_KEY is not set"
  echo "1. Get API key from https://x.ai/api"
  echo "2. Add to profile: export XAI_API_KEY=\"your-key\""
  echo "3. Restart terminal and Claude Code"
  exit 1
else
  echo "XAI_API_KEY is configured"
fi

If unavailable, inform the user that XAI_API_KEY must be configured before using this skill.

API Overview

Endpoint: https://api.x.ai/v1/responses

Recommended Model: grok-4-1-fast (specifically trained for agentic search)

Available Models:

  • grok-4-1-fast - Recommended for agentic search (auto-selects reasoning mode)
  • grok-4-1-fast-reasoning - Explicit reasoning for complex research
  • grok-4-1-fast-non-reasoning - Faster responses, simpler queries

Available Search Tools:

  • web_search - Searches the internet and browses web pages
  • x_search - Semantic and keyword search across X posts

Basic Usage

Simple Query with Search Tools

curl -s "https://api.x.ai/v1/responses" \
  -H "Content-Type: application/json" \
  -H "Authorization: Bearer $XAI_API_KEY" \
  -d '{
    "model": "grok-4-1-fast",
    "input": [{"role": "user", "content": "[YOUR QUERY]"}],
    "tools": [{"type": "web_search"}, {"type": "x_search"}]
  }' | jq -r '.output[-1].content[0].text'

Query with Usage Tracking (Recommended)

RESPONSE=$(curl -s "https://api.x.ai/v1/responses" \
  -H "Content-Type: application/json" \
  -H "Authorization: Bearer $XAI_API_KEY" \
  -d '{
    "model": "grok-4-1-fast",
    "input": [{"role": "user", "content": "[YOUR QUERY]"}],
    "tools": [{"type": "web_search"}, {"type": "x_search"}]
  }')

# Extract usage stats
TOOL_CALLS=$(echo "$RESPONSE" | jq -r '.usage.num_server_side_tools_used // 0')
COST_TICKS=$(echo "$RESPONSE" | jq -r '.usage.cost_in_usd_ticks // 0')
COST_USD=$(echo "scale=4; $COST_TICKS / 1000000000" | bc)
echo "Tool calls: $TOOL_CALLS | Estimated cost: \$$COST_USD"
echo ""
echo "$RESPONSE" | jq -r '.output[-1].content[0].text'

Search Tool Parameters

Web Search Options

"tools": [{
  "type": "web_search",
  "allowed_domains": ["github.com", "stackoverflow.com"],
  "excluded_domains": ["pinterest.com"],
  "enable_image_understanding": true
}]
  • allowed_domains - Restrict to these domains only (max 5)
  • excluded_domains - Exclude these domains (max 5)
  • enable_image_understanding - Analyze images found during search

X Search Options

"tools": [{
  "type": "x_search",
  "allowed_x_handles": ["elikimonimus", "anthropaboris"],
  "excluded_x_handles": ["spambot"],
  "from_date": "2025-01-01",
  "to_date": "2025-01-16",
  "enable_image_understanding": true,
  "enable_video_understanding": true
}]
  • allowed_x_handles - Only include posts from these accounts (max 10)
  • excluded_x_handles - Exclude posts from these accounts (max 10)
  • from_date / to_date - ISO8601 date range (YYYY-MM-DD)
  • enable_image_understanding - Analyze images in posts
  • enable_video_understanding - Analyze videos in posts

Examples

X/Twitter Trending Topics

curl -s "https://api.x.ai/v1/responses" \
  -H "Content-Type: application/json" \
  -H "Authorization: Bearer $XAI_API_KEY" \
  -d '{
    "model": "grok-4-1-fast",
    "input": [{"role": "user", "content": "What is currently trending on X? Include viral posts and major discussions."}],
    "tools": [{"type": "x_search"}]
  }' | jq -r '.output[-1].content[0].text'

Developer Sentiment on a Topic

curl -s "https://api.x.ai/v1/responses" \
  -H "Content-Type: application/json" \
  -H "Authorization: Bearer $XAI_API_KEY" \
  -d '{
    "model": "grok-4-1-fast",
    "input": [{"role": "user", "content": "What are developers saying about [TOPIC] on X? Include recent discussions and opinions."}],
    "tools": [{"type": "x_search"}, {"type": "web_search"}]
  }' | jq -r '.output[-1].content[0].text'

News and Web Research

curl -s "https://api.x.ai/v1/responses" \
  -H "Content-Type: application/json" \
  -H "Authorization: Bearer $XAI_API_KEY" \
  -d '{
    "model": "grok-4-1-fast",
    "input": [{"role": "user", "content": "Latest news and developments about [TOPIC]"}],
    "tools": [{"type": "web_search"}]
  }' | jq -r '.output[-1].content[0].text'

Research with Date Range

curl -s "https://api.x.ai/v1/responses" \
  -H "Content-Type: application/json" \
  -H "Authorization: Bearer $XAI_API_KEY" \
  -d '{
    "model": "grok-4-1-fast",
    "input": [{"role": "user", "content": "What happened with [TOPIC] last week?"}],
    "tools": [{
      "type": "x_search",
      "from_date": "2025-01-09",
      "to_date": "2025-01-16"
    }, {
      "type": "web_search"
    }]
  }' | jq -r '.output[-1].content[0].text'

Response Structure

The response contains:

{
  "output": [
    {"type": "web_search_call", "status": "completed", ...},
    {"type": "custom_tool_call", "name": "x_semantic_search", ...},
    {
      "type": "message",
      "content": [{
        "type": "output_text",
        "text": "The actual response with [[1]](url) inline citations",
        "annotations": [{"type": "url_citation", "url": "...", ...}]
      }]
    }
  ],
  "citations": ["url1", "url2", ...],
  "usage": {
    "input_tokens": 11408,
    "output_tokens": 2846,
    "num_server_side_tools_used": 8,
    "cost_in_usd_ticks": 429052500
  }
}

Extracting content: jq -r '.output[-1].content[0].text'

Extracting citations: jq -r '.citations[]'

Pricing

Search tools are currently FREE (promotional pricing).

Standard pricing when active:

  • Web Search, X Search: $5 per 1,000 tool invocations
  • Token costs: Varies by model (~$3-15 per 1M input tokens)

Track costs via response.usage.cost_in_usd_ticks (divide by 1,000,000,000 for USD).

Error Handling

If the API returns an error:

  1. Check XAI_API_KEY is set and valid
  2. Verify model name is correct (use grok-4-1-fast)
  3. Check rate limits haven't been exceeded
  4. Ensure tools array is properly formatted
  5. Report the error to the user with the API response

Common errors:

  • "Internal error" - Usually wrong model name or malformed request
  • Timeout - Request took too long (rare with agentic API)

Migration Notes

DEPRECATED (January 12, 2026): The old Live Search API using search_parameters is being deprecated. This skill uses the new agentic tool calling API which is faster and more capable.

Old format (deprecated):

{
  "model": "grok-4-latest",
  "messages": [...],
  "search_parameters": {"mode": "on"}
}

New format (use this):

{
  "model": "grok-4-1-fast",
  "input": [...],
  "tools": [{"type": "web_search"}, {"type": "x_search"}]
}

References

平台分布

Claude Code

27.31%
按下载量换算196

OpenCode

20.4%
按下载量换算146

Gemini CLI

19.6%
按下载量换算141

Antigravity

12.4%
按下载量换算89

windsurf

8.53%
按下载量换算61

Cursor

3.64%
按下载量换算26

安全审计

Gen Agent Trust Hub

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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