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Agent Skill · 研究检索

answers(answers 搜索)

answers 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。

answers 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;许可证信息还不明确,第三方扫描有未通过项,按安装量在研究检索类的 73,674 个 Skill 里排第 21,733。

总安装 4,774周安装 195GitHub Stars 118下载 1,544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:answers(answers 搜索)
来源仓库:https://github.com/brave/brave-search-skills
仓库路径:skills/answers
安装命令:
npx skills add https://github.com/brave/brave-search-skills --skill answers
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/brave/brave-search-skills --skill answers

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。

用于获取带引用的 AI 驱动问答,支持单轮搜索与多轮深入研究模式。适用于快速事实查询或复杂课题调研,返回合成答案并标注信息来源。需 Brave Search API 密钥,按 Answers 计划订阅服务。禁止用于非法数据整理,需遵守 Brave 平台使用条款。

answers 属于研究检索类 Skill,可作为该场景下的辅助能力补充。

来源仓库内路径:skills/answers

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/brave/brave-search-skills --skill answers;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

answers 怎么安装?

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

answers 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。

answers 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。

answers 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。

answers 用的人多吗?

公开数据是累计安装 4,774 次,近一周安装 195 次,下载 1,544 次,GitHub 118 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。

answers 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。

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。
  • 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
answers

answers 搜索 · 本页

4,774118接触敏感数据未明确未通过

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

Answers — AI Grounding

Requires API Key: Get one at https://api.search.brave.com Plan: Included in the Answers plan. See https://api-dashboard.search.brave.com/app/subscriptions/subscribe

When to Use

Use CaseSkillWhy
Quick factual answer (raw context)llm-contextSingle search, returns raw context for YOUR LLM
Fast AI answer with citationsanswers (single-search)streaming, citations
Thorough multi-search deep researchanswers (research mode)Iterative deep research, synthesized cited answer

This endpoint (/res/v1/chat/completions) supports two modes:

  • Single-search (default): Fast AI-grounded answer from a single search. Supports enable_citations.
  • Research (enable_research=true): Multi-iteration deep research with progress events and synthesized cited answer.

Quick Start (cURL)

Blocking (Single-Search)

curl -X POST "https://api.search.brave.com/res/v1/chat/completions" \
  -H "Content-Type: application/json" \
  -H "X-Subscription-Token: ${BRAVE_SEARCH_API_KEY}" \
  -d '{
    "messages": [{"role": "user", "content": "How does the James Webb Space Telescope work?"}],
    "model": "brave",
    "stream": false
  }'

Streaming with Citations (Single-Search)

curl -X POST "https://api.search.brave.com/res/v1/chat/completions" \
  -H "Content-Type: application/json" \
  -H "X-Subscription-Token: ${BRAVE_SEARCH_API_KEY}" \
  -d '{
    "messages": [{"role": "user", "content": "What are recent breakthroughs in fusion energy?"}],
    "model": "brave",
    "stream": true,
    "enable_citations": true
  }'

Research Mode

curl -X POST "https://api.search.brave.com/res/v1/chat/completions" \
  -H "Content-Type: application/json" \
  -H "X-Subscription-Token: ${BRAVE_SEARCH_API_KEY}" \
  -d '{
    "messages": [{"role": "user", "content": "Compare quantum computing approaches"}],
    "model": "brave",
    "stream": true,
    "enable_research": true,
    "research_maximum_number_of_iterations": 3,
    "research_maximum_number_of_seconds": 120
  }'

Endpoint

POST https://api.search.brave.com/res/v1/chat/completions

Authentication: X-Subscription-Token: <API_KEY> header (or Authorization: Bearer <API_KEY>)

SDK Compatible: Works with OpenAI SDK via base_url="https://api.search.brave.com/res/v1"

Two Modes

FeatureSingle-Search (default)Research (enable_research=true)
SpeedFastSlow
Searches1Multiple (iterative)
StreamingOptional (stream=true/false)Required (stream=true)
Citationsenable_citations=true (streaming only)Built-in (in <answer> tag)
Progress eventsNoYes (<progress> tags)
Blocking responseYes (stream=false)No

Parameters

Standard Parameters

ParameterTypeRequiredDefaultDescription
messagesarrayYes-Single user message (exactly 1 message)
modelstringYes-Use "brave"
streamboolNotrueEnable SSE streaming
countrystringNo"US"Search country (2-letter country code or ALL)
languagestringNo"en"Response language
safesearchstringNo"moderate"Search safety level (off, moderate, strict)
max_completion_tokensintNonullUpper bound on completion tokens
enable_citationsboolNofalseInclude inline citation tags (single-search streaming only)
web_search_optionsobjectNonullOpenAI-compatible; search_context_size: low, medium, high

Research Parameters

ParameterTypeRequiredDefaultDescription
enable_researchboolNofalseEnable research mode
research_allow_thinkingboolNotrueEnable extended thinking
research_maximum_number_of_tokens_per_queryintNo8192Max tokens per query (1024-16384)
research_maximum_number_of_queriesintNo20Max total search queries (1-50)
research_maximum_number_of_iterationsintNo4Max research iterations (1-5)
research_maximum_number_of_secondsintNo180Time budget in seconds (1-300)
research_maximum_number_of_results_per_queryintNo60Results per search query (1-60)

Constraints (IMPORTANT)

ConstraintError
enable_research=true requires stream=true"Blocking response doesn't support 'enable_research' option"
enable_research=true incompatible with enable_citations=true"Research mode doesn't support 'enable_citations' option"
enable_citations=true requires stream=true"Blocking response doesn't support 'enable_citations' option"

OpenAI SDK Usage

Blocking (Single-Search)

from openai import OpenAI

client = OpenAI(
    base_url="https://api.search.brave.com/res/v1",
    api_key="your-brave-api-key",
)

response = client.chat.completions.create(
    model="brave",
    messages=[{"role": "user", "content": "How does the James Webb Space Telescope work?"}],
    stream=False,
)
print(response.choices[0].message.content)

Streaming with Citations (Single-Search)

from openai import OpenAI

client = OpenAI(
    base_url="https://api.search.brave.com/res/v1",
    api_key="your-brave-api-key",
)

stream = client.chat.completions.create(
    model="brave",
    messages=[{"role": "user", "content": "What are the current trends in renewable energy?"}],
    stream=True,
    extra_body={"enable_citations": True}
)

for chunk in stream:
    if chunk.choices[0].delta.content:
        print(chunk.choices[0].delta.content, end="")

Research Mode

from openai import AsyncOpenAI

client = AsyncOpenAI(
    base_url="https://api.search.brave.com/res/v1",
    api_key="your-brave-api-key",
)

stream = await client.chat.completions.create(
    model="brave",
    messages=[{"role": "user", "content": "Compare quantum computing approaches"}],
    stream=True,
    extra_body={
        "enable_research": True,
        "research_maximum_number_of_iterations": 3,
        "research_maximum_number_of_seconds": 120
    }
)

async for chunk in stream:
    if chunk.choices[0].delta.content:
        print(chunk.choices[0].delta.content, end="", flush=True)

Response Format

Blocking Response (stream=false, single-search only)

Standard OpenAI-compatible JSON:

{
  "id": "chatcmpl-...",
  "object": "chat.completion",
  "choices": [{"message": {"role": "assistant", "content": "The James Webb Space Telescope works by..."}, "index": 0, "finish_reason": "stop"}],
  "usage": {"prompt_tokens": 10, "completion_tokens": 50, "total_tokens": 60}
}

Streaming Response

SSE response with OpenAI-compatible chunks:

data: {"id":"chatcmpl-...","object":"chat.completion.chunk","choices":[{"delta":{"content":"Based on"},"index":0}]}

data: {"id":"chatcmpl-...","object":"chat.completion.chunk","choices":[{"delta":{"content":" recent research"},"index":0}]}

data: [DONE]

Streaming Tags by Mode

Single-Search (with enable_citations=true)
TagPurpose
<citation>Inline citation references
<usage>JSON cost/billing data
Research Mode
TagPurposeKeep?
<queries>Generated search queriesDebug
<analyzing>URL counts (verbose)Debug
<thinking>URL selection reasoningDebug
<progress>Stats: time, iterations, queries, URLs analyzed, tokensMonitor
<blindspots>Knowledge gaps identifiedYes
<answer>Final synthesized answer (only the final answer is emitted; intermediate drafts are dropped)Yes
<usage>JSON cost/billing data (included at end of streaming response)Yes

Usage Tag Format

The <usage> tag contains JSON-stringified cost and token data:

<usage>{"X-Request-Requests":1,"X-Request-Queries":8,"X-Request-Tokens-In":15000,"X-Request-Tokens-Out":2000,"X-Request-Requests-Cost":0.005,"X-Request-Queries-Cost":0.032,"X-Request-Tokens-In-Cost":0.075,"X-Request-Tokens-Out-Cost":0.01,"X-Request-Total-Cost":0.122}</usage>

Use Cases

  • Chat interface integration: Drop-in OpenAI SDK replacement with web-grounded answers. Set base_url="https://api.search.brave.com/res/v1".
  • Deep research / comprehensive topic research: Use research mode (enable_research=true) for complex questions needing multi-source synthesis (e.g., "Compare approaches to nuclear fusion").
  • OpenAI SDK drop-in: Same SDK, same streaming format — just change base_url and api_key. Works with both sync and async clients.
  • Cited answers: Enable enable_citations=true in single-search mode for inline citation tags, or use research mode which automatically includes citations in its answer.

Notes

  • Timeout: Set client timeout to at least 30s for single-search, 300s (5 min) for research
  • Single message: The messages array must contain exactly 1 user message
  • Cost monitoring: Parse the <usage> tag from streaming responses to track costs

平台分布

Codex

36.1%
按下载量换算557

Claude

29%
按下载量换算448

Cursor

19.14%
按下载量换算296

Gemini CLI

9.07%
按下载量换算140

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。目前只有一个公开来源,建议同时核对源仓库。

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