Agent skill

Kimi Websearch

by redfox-data in redfox-data/redfox-community

Kimi WebSearch 搜索工具。基于红狐 API 调用 Kimi 联网搜索能力,提交查询后自动轮询等待结果返回。当用户需要使用 Kimi 搜索、联网搜索、AI 搜索获取实时信息时使用。触发词:kimi搜索、kimi websearch、联网搜索、AI搜索、kimi搜索。

No licenceAuto-check passed

Install Kimi Websearch

skills CLI
$ npx skills add redfox-data/redfox-community --skill kimi-websearch -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install redfox-data/redfox-community kimi-websearch --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/redfox-data/redfox-community.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/kimi-websearch .claude/skills/kimi-websearch && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
kimi-websearch
GitHub stars
425
Used in
1 other repo
Token cost
~420 tokens
SKILL.md length
113 words
Files
4 (incl. scripts)
Skills in repo
123
Repo updated
First seen
Licence
None found

At a glance

Kimi WebSearch 搜索工具。基于红狐 API 调用 Kimi 联网搜索能力,提交查询后自动轮询等待结果返回。当用户需要使用 Kimi 搜索、联网搜索、AI 搜索获取实时信息时使用。触发词:kimi搜索、kimi websearch、联网搜索、AI搜索、kimi搜索。

  • Works in 3 steps: :提取搜索关键词 → :调用搜索脚本 → :展示结果
  • SKILL.md covers 📝 简介, ✨ 功能特性, 🔑 鉴权 and 🔄 工作流程, plus 2 more sections
  • Runs Python scripts from its folder; calls python3 and pip3; needs REDFOX_API_KEY

What it does

Kimi Websearch is an agent skill from redfox-data/redfox-community. Kimi WebSearch 搜索工具。基于红狐 API 调用 Kimi 联网搜索能力,提交查询后自动轮询等待结果返回。当用户需要使用 Kimi 搜索、联网搜索、AI 搜索获取实时信息时使用。触发词:kimi搜索、kimi websearch、联网搜索、AI搜索、kimi搜索。

Its SKILL.md is about 420 tokens, which your agent loads only when the skill is triggered. The skill folder holds 4 other files, including scripts (for example `README.en.md`, `README.md` and `scripts/kimi_search.py`).

It works with Kimi. The repository describes itself as: 红狐数据(RedFoxHub) 技能合集:面向 Agent 的可复用 SKILL 集合,覆盖灵感、选题、文案创作、数据复盘等场景,持续更新。

Example prompts

  • “/kimi-websearch”

Requirements

  • Python 3
  • A credential in REDFOX_API_KEY

Workflow steps

3 steps, taken from the step headings in SKILL.md.

  1. :提取搜索关键词
  2. :调用搜索脚本
  3. :展示结果

What it can do on your machine

Read from SKILL.md and the folder at commit 24d4093. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    Ships 1 file in scripts/ (Python), which the agent can run.

    Shell commands in SKILL.md call:

    • python3
    • pip3

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    Links to these hosts (documentation or services it may open):

    • redfox.hk

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names these keys or tokens, usually read from environment variables:

    • REDFOX_API_KEY

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Kimi Websearch loads about 420 tokens when it runs. Until then it costs about 39 tokens; SKILL.md has 113 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~39
When it runs · the whole SKILL.md, loaded when a task matches
~420

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); the scripts in this folder are not scanned.

SKILL.md

Without a licence we can't republish the file, so here is its outline and opening line. It has 113 words (~420 tokens).

name
kimi-websearch

Read the full SKILL.md on GitHub

Files

SKILL.md and 3 other files (scripts) in skills/kimi-websearch of redfox-data/redfox-community.

  • SKILL.md
  • README.en.md
  • README.md
  • scripts/kimi_search.py

Open the folder on GitHubat commit 24d4093

Used in 1 other repository

We found 1 copy of this SKILL.md (exact, near-identical or edited) in other folders, from 1 other GitHub owner. This page covers the copy in redfox-data/redfox-community, which our catalogue first saw on October 7, 2026.

Compare with similar skills

Kimi Websearch next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

Kimi Websearch compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Kimi Websearch this skillredfox-data/redfox-community4251 repos~420Automated safety check: PassNone
Kimi Code DelegationCherryHQ/cherry-studio52k1 repos~504Automated safety check: PassAGPL-3.0
CCS Task Delegationkaitranntt/ccs2.9k—~1.8kAutomated safety check: PassMIT
Ccmanager Configkbwo/ccmanager1.3k—~1.5kAutomated safety check: PassMIT
Kimi WebbridgeMoonshotAI/kimi-code7.8k—~3.6kAutomated safety check: PassMIT
Open Kimi Pptjinwyp/open-ppt-skill1572 repos~5.1kAutomated safety check: PassMIT

Similar skills

  • Kimi Code Delegation

    CherryHQ/cherry-studio

    Delegates one bounded repository task to Kimi Code in non-interactive prompt mode and reads back the final result from its JSON event stream.

    52k GitHub starsUsed in 1 repo~504 tokens
    Agent WorkflowsAuto-check passed
  • CCS Task Delegation

    kaitranntt/ccs

    Hands simple, deterministic tasks such as typo fixes, tests and small refactors to cheaper models through the ccs CLI, choosing a profile from your config.

    2.9k GitHub stars~1.8k tokensUpdated 7 days ago
    Agent WorkflowsAuto-check passed
  • Ccmanager Config

    kbwo/ccmanager

    Set up, review, or repair a CCManager config — .ccmanager.json at a git repository root, or the global ~/.config/ccmanager/config.json.

    1.3k GitHub stars~1.5k tokensUpdated yesterday
    DevelopmentAuto-check passed
  • Kimi Webbridge

    MoonshotAI/kimi-code

    Kimi Browser Extension(Kimi 浏览器扩展,原 Kimi WebBridge)lets AI control the user's real browser — navigate, click, type, read, screenshot, and interact with any website using the user's actual login…

    7.8k GitHub stars~3.6k tokensUpdated today
    DevelopmentAuto-check passed
  • Open Kimi Ppt

    jinwyp/open-ppt-skill

    Create, edit, replicate, read, and export presentations. An agent skill from jinwyp/open-ppt-skill.

    157 GitHub starsUsed in 2 repos~5.1k tokens
    Documents & OfficeAuto-check passed
  • Update Aegis

    GanyuanRan/Aegis

    A skill your agent uses when the user says aegis:update, asks to update or upgrade an installed Aegis method-pack, wants the latest Aegis version, or asks whether Aegis is current on this host.

    1.3k GitHub starsUsed in 2 repos~1.4k tokens
    Auto-check passed

More from redfox-data/redfox-community

All 123 skills in this repo
  • Global AI News Brief

    redfox-data/redfox-community

    全球AI新闻简报 — 一个关键词同时搜索抖音、小红书、公众号、B站、快手、视频号、今日头条、TikTok、Instagram、X(Twitter)、YouTube 共 11 大平台,跨平台聚合后由 AI 生成智能摘要、热点聚类、舆情分析和深度解读报告,输出终端表格 + 交互式 HTML 报告。包含详细信息源列表,适用于各种AI…

    425 GitHub starsUsed in 1 repo~2.1k tokens
    Auto-check passed
  • Investor Distiller

    redfox-data/redfox-community

    公众号投资博主蒸馏器。通过公众号文章数据,自动提取交易体系、市场判断、表达风格、内容深度、互动特征、热点图谱、 人设基因七维DNA,输出结构化风格画像 profile。

    425 GitHub starsUsed in 1 repo~2.1k tokens
    Auto-check passed
  • Stock Analysis

    redfox-data/redfox-community

    基于5位公众号股票投资大V(猫笔刀、格兰投研、投资明见、财躺平、终身黑白)200+篇文章蒸馏形成的风格画像,通过 AI Agent 实现风格化投资分析,支持单大V复盘、多V并行对比、板块漏斗筛选、短线选股、组合复盘、财报点评、观点跟踪等多模式。当用户请求股票复盘、大V风格分析、多V对比、板块分析、短线选股、组合复盘、财报点评时使用。触发词:股票复盘、大V分析、模拟大V、风格化复盘、多V对比、每日…

    425 GitHub starsUsed in 1 repo~1.1k tokens
    Auto-check passed
  • Trending Hub Top10

    redfox-data/redfox-community

    基于每小时收录的抖音、微博、B站、快手、知乎、头条、百度等7大平台热点数据,聚合全网最热TOP10热点。支持回溯近7天热点。不支持具体热点的查询。

    425 GitHub starsUsed in 1 repo~2.2k tokens
    Auto-check passed
  • Wechat Account Analyzer

    redfox-data/redfox-community

    公众号账号诊断工具是对任意公众号账号进行四维度量化评分(内容健康度、用户活跃度、内容核心数据、运营规范性),对标行业平均水平,输出可落地的运营优化建议。

    425 GitHub starsUsed in 1 repo~1.4k tokens
    Auto-check passed
  • X Subscribe

    redfox-data/redfox-community

    X(Twitter)订阅账号推文工具 — 订阅 Twitter 名人账号(来源:榜单推荐 / 用户指定 @handle / 关注列表探索),每日早上 9:00 自动拉取订阅账号昨日最新推文,按账号分组生成 HTML 日报推送,无需手动操作。支持最多 100 个账号批量订阅、按日期过滤翻页、互动数据(浏览/点赞/转发/回复)展示与 AI 总结。当用户需要订阅 Twitter/X…

    425 GitHub starsUsed in 1 repo~2.3k tokens
    Auto-check passed

Works with

Questions about Kimi Websearch

What does Kimi Websearch do?

Kimi WebSearch 搜索工具。基于红狐 API 调用 Kimi 联网搜索能力,提交查询后自动轮询等待结果返回。当用户需要使用 Kimi 搜索、联网搜索、AI 搜索获取实时信息时使用。触发词:kimi搜索、kimi websearch、联网搜索、AI搜索、kimi搜索。. Kimi Websearch is an agent skill from redfox-data/redfox-community.

How do I install Kimi Websearch in Claude Code?

Run `npx skills add redfox-data/redfox-community --skill kimi-websearch -a claude-code`. Or copy the skill folder (skills/kimi-websearch in redfox-data/redfox-community) into .claude/skills/kimi-websearch in your project. Claude Code loads it when a task matches its description.

How do I install Kimi Websearch in Codex?

Run `npx skills add redfox-data/redfox-community --skill kimi-websearch -a codex`. Or copy the skill folder (skills/kimi-websearch in redfox-data/redfox-community) into .agents/skills/kimi-websearch in your project. Codex loads it when a task matches its description.

Can I use Kimi Websearch in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add redfox-data/redfox-community --skill kimi-websearch -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/kimi-websearch, .gemini/skills/kimi-websearch, .github/skills/kimi-websearch and .opencode/skills/kimi-websearch in your project.

What does Kimi Websearch need to run?

Going by SKILL.md and its folder, Kimi Websearch needs Python for the scripts in its folder, the command-line tools its instructions call (python3 and pip3) and credentials named REDFOX_API_KEY. Our summary lists: Python 3; A credential in REDFOX_API_KEY.

Does Kimi Websearch access the network?

SKILL.md names 1 domain. As links in the text: redfox.hk. This is read from the text; nothing was executed.

Is Kimi Websearch safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. The check reads SKILL.md only: the scripts in the folder are not scanned, so read them before running anything.

What licence does Kimi Websearch use?

No licence was found for Kimi Websearch or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.

How many tokens does Kimi Websearch use?

About 420 tokens (SKILL.md is roughly 1.7k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to Kimi Websearch?

Skills that share tags, products or a category with Kimi Websearch: Kimi Code Delegation (CherryHQ/cherry-studio, 52k stars), CCS Task Delegation (kaitranntt/ccs, 2.9k stars), Ccmanager Config (kbwo/ccmanager, 1.3k stars) and Kimi Webbridge (MoonshotAI/kimi-code, 7.8k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Kimi Websearch?

redfox-data (a GitHub user) maintains it in redfox-data/redfox-community, which has 425 GitHub stars. The repository holds 123 skills in this directory. The repository was last updated on October 8, 2026.

Source: redfox-data/redfox-community on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.