Agent skill

Ks AI Feed

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

快手AI内容日报生成工具。每日自动扫描快手平台AI创作内容,按播放量筛选爆款视频并智能聚类,生成深色主题HTML日报(含封面图、互动数据、视频直链),同步输出AI情报洞察(热度TOP话题、起量信号、核心达人、推荐调查方向)。当用户需要AI快手日报、快手爆款、AI快手热点、快手AI内容、快手AI视频、快手情报时使用。触发词:AI快手日报、快手爆款、快手AI热点、快手情报、快手AI视频。

No licenceAuto-check passed

Install Ks AI Feed

skills CLI
$ npx skills add redfox-data/redfox-community --skill ks-ai-feed -a claude-code

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

GitHub CLI
$ gh skill install redfox-data/redfox-community ks-ai-feed --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/ks-ai-feed .claude/skills/ks-ai-feed && 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
ks-ai-feed
GitHub stars
425
Token cost
~1.2k tokens
SKILL.md length
207 words
Files
10 (incl. references, assets)
Skills in repo
124
Repo updated
First seen
Licence
None found

At a glance

快手AI内容日报生成工具。每日自动扫描快手平台AI创作内容,按播放量筛选爆款视频并智能聚类,生成深色主题HTML日报(含封面图、互动数据、视频直链),同步输出AI情报洞察(热度TOP话题、起量信号、核心达人、推荐调查方向)。当用户需要AI快手日报、快手爆款、AI快手热点、快手AI内容、快手AI视频、快手情报时使用。触发词:AI快手日报、快手爆款、快手AI热点、快手情报、快手AI视频。

  • Works in 3 steps: 运行 daily_report.py 时加 --no-open 参数 → 单独启动预览服务(后台运行) → 调用 RunPreview,必须使用 HTML…
  • SKILL.md covers 📝 简介, ✨ 功能特性, 🔑 鉴权 and 🔌 API 接口规范, plus 6 more sections
  • Runs Python scripts from its folder; calls python3 and pip3; reaches redfox.hk; needs REDFOX_API_KEY

What it does

Ks AI Feed is an agent skill from redfox-data/redfox-community. 快手AI内容日报生成工具。每日自动扫描快手平台AI创作内容,按播放量筛选爆款视频并智能聚类,生成深色主题HTML日报(含封面图、互动数据、视频直链),同步输出AI情报洞察(热度TOP话题、起量信号、核心达人、推荐调查方向)。当用户需要AI快手日报、快手爆款、AI快手热点、快手AI内容、快手AI视频、快手情报时使用。触发词:AI快手日报、快手爆款、快手AI热点、快手情报、快手AI视频。

Its SKILL.md is about 1.2k tokens, which your agent loads only when the skill is triggered. The skill folder holds 11 other files, including reference files and assets (for example `README.en.md`, `README.md` and `assets/daily_report.py`).

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

  • “/ks-ai-feed”

Requirements

  • Python 3
  • A credential in REDFOX_API_KEY

Workflow steps

3 steps, taken from the first numbered list in SKILL.md.

  1. 运行 daily_report.py 时加 --no-open 参数
  2. 单独启动预览服务(后台运行)
  3. 调用 RunPreview,必须使用 HTML 文件直链地址:http://127.0.0.1:8766/{HTML文件名}

What it can do on your machine

Read from SKILL.md and the folder at commit bffe5a8. 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 script files (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

    Hosts in commands or code, which the agent is likely to contact:

    • 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

Ks AI Feed loads about 1.2k tokens when it runs, and up to ~7k if it reads all its reference files. Until then it costs about 51 tokens; SKILL.md has 207 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~51
When it runs · the whole SKILL.md, loaded when a task matches
~1.2k
With references · SKILL.md plus every file in references/, read only if the agent opens them
~7k

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); files beside SKILL.md are not scanned.

SKILL.md

Without a licence we can't republish the file, so here is its outline and opening line. It has 207 words (~1,204 tokens).

name
ks-ai-feed

Read the full SKILL.md on GitHub

Files

SKILL.md and 9 other files (references, assets) in skills/ks-ai-feed of redfox-data/redfox-community.

  • SKILL.md
  • README.en.md
  • README.md
  • assets/daily_report.py
  • assets/preview_server.py
  • assets/report_template.html
  • references/engine-strategy.md
  • references/investigation-modes.md
  • references/investigation-templates.md
  • references/investigator-config.json

Open the folder on GitHubat commit bffe5a8

Compare with similar skills

Ks AI Feed 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.

Ks AI Feed compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Ks AI Feed this skillredfox-data/redfox-community425—~1.2kAutomated safety check: PassNone
Feedsalsk1992/CloddsBot2.9k—~1.8kAutomated safety check: PassMIT
Feature Usage FeedPostHog/posthog40k—~7.6kAutomated safety check: PassCustom licence
Building Threat Feed Aggregation With Mispmukul975/Anthropic-Cybersecurity-Skills34k—~3.2kAutomated safety check: PassApache-2.0
Building Threat Intelligence Feed Integrationmukul975/Anthropic-Cybersecurity-Skills34k—~2.8kAutomated safety check: PassApache-2.0
Data Feedsdavila7/claude-code-templates32k—~1.7kAutomated safety check: PassMIT

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Questions about Ks AI Feed

What does Ks AI Feed do?

快手AI内容日报生成工具。每日自动扫描快手平台AI创作内容,按播放量筛选爆款视频并智能聚类,生成深色主题HTML日报(含封面图、互动数据、视频直链),同步输出AI情报洞察(热度TOP话题、起量信号、核心达人、推荐调查方向)。当用户需要AI快手日报、快手爆款、AI快手热点、快手AI内容、快手AI视频、快手情报时使用。触发词:AI快手日报、快手爆款、快手AI热点、快手情报、快手AI视频。. Ks AI Feed is an agent skill from redfox-data/redfox-community.

How do I install Ks AI Feed in Claude Code?

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

How do I install Ks AI Feed in Codex?

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

Can I use Ks AI Feed 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 ks-ai-feed -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/ks-ai-feed, .gemini/skills/ks-ai-feed, .github/skills/ks-ai-feed and .opencode/skills/ks-ai-feed in your project.

What does Ks AI Feed need to run?

Going by SKILL.md and its folder, Ks AI Feed 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 Ks AI Feed access the network?

SKILL.md names 1 domain. In commands or code: redfox.hk; the agent is likely to contact it when it follows the instructions. This is read from the text; nothing was executed.

Is Ks AI Feed 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. Review the folder before installing.

What licence does Ks AI Feed use?

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

How many tokens does Ks AI Feed use?

About 1.2k tokens (SKILL.md is roughly 4.8k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 5.8k tokens, read only when the agent opens those files.

What are the alternatives to Ks AI Feed?

Skills that share tags, products or a category with Ks AI Feed: Feeds (alsk1992/CloddsBot, 2.9k stars), Feature Usage Feed (PostHog/posthog, 40k stars), Building Threat Feed Aggregation With Misp (mukul975/Anthropic-Cybersecurity-Skills, 34k stars) and Building Threat Intelligence Feed Integration (mukul975/Anthropic-Cybersecurity-Skills, 34k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Ks AI Feed?

redfox-data (a GitHub user) maintains it in redfox-data/redfox-community, which has 425 GitHub stars. The repository holds 124 skills in this directory. The repository was last updated on October 9, 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.