kimi-websearch SKILL.md skillA
This file is byte-identical to the first copy the registry indexed. Same content hash, so the same checks give both the same grade.
kimi-websearch from redfox-data/redfox-community is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add redfox-data/redfox-community/kimi-websearch@git:20260706.933daf3Pins git:20260706.933daf3 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- redfox-data/redfox-community
- Path
skills/kimi-websearch/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260706.933daf3, committed Jul 6, 2026
- Size
- 2,858 bytes
- Repository stars
- 456
- License
- none declared
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。.
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# Kimi WebSearch
## 📝 简介
调用 Kimi 联网搜索能力，和kimi直接对话。适用于需要联网实时搜索、AI 辅助信息检索的场景。
## ✨ 功能特性
| 功能模块 | 能力描述 | 核心价值 |
|---------|---------|---------|
| 异步提交 | 提交搜索关键词到 Kimi WebSearch，返回 taskId | 无需等待，立即获取任务标识 |
| 自动轮询 | 每 5 秒查询任务状态，最多等待 5 分钟 | 自动等待结果，无需手动查询 |
| 进度反馈 | 轮询期间通过 stderr 实时输出等待状态 | 用户可知搜索进度 |
| 结果输出 | 状态变为 completed 后输出完整 JSON | 结构化数据便于 Agent 解析展示 |
| 异常处理 | 覆盖 API Key 缺失、提交失败、超时、任务失败四种场景 | 每种异常有明确提示和处理 |
## 🔑 鉴权
前往 [红狐hub](https://redfox.hk/settings/api-keys?source=github) 获取 API Key，通过以下方式配置：
```bash
# 方式一：配置文件（如 OpenClaw 的 ~/.openclaw/openclaw.json）
{ "env": { "REDFOX_API_KEY": "ak_xxxx..." } }
# 方式二：终端环境变量
export REDFOX_API_KEY="ak_xxxx..."
```
## 🔄 工作流程
### Step 1：提取搜索关键词
从用户自然语言描述中提取搜索意图和关键词，作为 `inquiry_text` 传入。
### Step 2：调用搜索脚本
```bash
python3 ~/.agents/skills/kimi-websearch/scripts/kimi_search.py "<搜索关键词>"
```
脚本自动完成：
1. **提交搜索**：`POST /story/api/kimi/submit`，传入 `{"inquiry_text": "...", "source": "kimi websearch-GitHub"}`
2. **轮询结果**：每 5 秒 `POST /story/api/kimi/result` 查询一次，直到状态为 `completed`
3. **实时反馈**：轮询期间通过 stderr 输出等待提示
4. **最终输出**：状态 `completed` 后输出完整 JSON 结果到 stdout
### Step 3：展示结果
…Read the whole file at its exact version.
How to install
mdr add redfox-data/redfox-community/kimi-websearch@sha256:2633c3241cfe7d96The line at the top of this page pins the label git:20260706.933daf3, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_6wekc7ntpzkeotbs)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Jul 6, 2026.
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (2858 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
redfox-data/redfox-community · 456 stars · license none declared · pushed 2026-11-06 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_6wekc7ntpzkeotbs GET https://markdownregistry.com/api/v1/resolve?ref=redfox-data/redfox-community/kimi-websearch GET https://markdownregistry.com/api/v1/blob/2633c3241cfe7d96346d4664e55da7f0f68d88f06458d45cb48440e45b327127
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.
More from redfox-data/redfox-community
Every file in redfox-data/redfox-community