Token导航 LogoToken导航TokenDH.com
研究检索敏感数据github未标认证来源可访问许可证需确认审计异常

answersanswers 搜索

Agent Skill

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。

总安装

4,774

周安装

195

GitHub Stars

118

下载量

1,544
CodexClaudeCursorGemini CLI

安装说明

本站只整理中文说明和来源信息,不托管安装包,也不代用户安装。

GitHub

来源数

2

许可证

unknown

最后核验

2026-05-01

来源状态

来源可访问

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

简介

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。

SKILL.md

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

适合场景

01

用户想查找某类 Agent Skill 时

02

需要根据任务场景推荐可安装能力包时

03

需要对比不同来源的安装命令和来源信息时

能力概览

能力 1

按任务关键词查找相关 Skills

能力 2

展示可复制的安装命令

能力 3

保留来源站点、仓库和原始说明,方便继续核验

能力 4

展示第三方安全扫描或审计结果

安装后应在对应宿主中按原始 README 的触发条件使用;具体调用方式请以来源页面和 README 为准。

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

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 warning/failed 结果,不能写成本站确认安全。当前只有一个来源,正式发布前建议补源仓库或其他目录站核验。

来源信息

继续浏览同类 Skills