Agent skill

Top Lean AI Monitor

by huangruiteng in huangruiteng/CS-Notes

Top Lean AI 榜单监控 - 监控 Top Lean AI 榜单的变化,记录更新历史,提供分析报告. An agent skill from huangruiteng/CS-Notes.

MITAuto-check passed

Install Top Lean AI Monitor

skills CLI
$ npx skills add huangruiteng/CS-Notes --skill top-lean-ai-monitor -a claude-code

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

GitHub CLI
$ gh skill install huangruiteng/CS-Notes top-lean-ai-monitor --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/huangruiteng/CS-Notes.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.trae/openclaw-skills/top-lean-ai-monitor .claude/skills/top-lean-ai-monitor && 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
top-lean-ai-monitor
GitHub stars
4k
Token cost
~130 tokens
SKILL.md length
34 words
Files
5 (incl. scripts)
Skills in repo
39
Repo updated
First seen
Licence
MIT

At a glance

Top Lean AI 榜单监控 - 监控 Top Lean AI 榜单的变化,记录更新历史,提供分析报告. An agent skill from huangruiteng/CS-Notes.

  • Works in 3 steps: 榜单监控 - 定期检查 Top Lean AI 榜单的变化 → 更新记录 - 记录榜单的更新历史 → 分析报告 - 提供榜单变化的分析报告
  • SKILL.md covers 核心功能, 使用方法, 状态文件 and 重要原则
  • Runs Python scripts from its folder; calls python3

What it does

Top Lean AI Monitor is an agent skill from huangruiteng/CS-Notes. Top Lean AI 榜单监控 - 监控 Top Lean AI 榜单的变化,记录更新历史,提供分析报告。

Its SKILL.md is about 130 tokens, which your agent loads only when the skill is triggered. The skill folder holds 5 other files, including scripts (for example `README.md`, `main.py` and `scripts/top-lean-ai-monitor.py`).

The licence is MIT.

Example prompts

  • “/top-lean-ai-monitor”

Requirements

  • Python 3

Workflow steps

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

  1. 榜单监控 - 定期检查 Top Lean AI 榜单的变化
  2. 更新记录 - 记录榜单的更新历史
  3. 分析报告 - 提供榜单变化的分析报告

What it can do on your machine

Read from SKILL.md and the folder at commit f7b4e92. 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

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

  • Network

    No URLs in SKILL.md.

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

  • Credentials

    Names no API keys, tokens, secrets or passwords.

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

Context cost

Top Lean AI Monitor loads about 130 tokens when it runs. Until then it costs about 19 tokens; SKILL.md has 34 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~19
When it runs · the whole SKILL.md, loaded when a task matches
~130

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

The full file from huangruiteng/CS-Notes at commit f7b4e92, republished under its MIT licence (© huangruiteng). 34 words, ~130 tokens.

Download SKILL.mdSave it as .claude/skills/top-lean-ai-monitor/SKILL.md (or your agent's skills folder). This skill also uses 4 other files; get the full folder from GitHub.
name
top-lean-ai-monitor
description
Top Lean AI 榜单监控 - 监控 Top Lean AI 榜单的变化,记录更新历史,提供分析报告。

Top Lean AI Monitor Skill

监控 Top Lean AI 榜单的变化,记录更新历史,提供分析报告。

核心功能

  1. 榜单监控 - 定期检查 Top Lean AI 榜单的变化
  2. 更新记录 - 记录榜单的更新历史
  3. 分析报告 - 提供榜单变化的分析报告

使用方法

运行监控
bash
cd /root/.openclaw/workspace/CS-Notes/snippets/
python3 top_lean_ai_monitor.py

状态文件

状态文件保存在:/root/.openclaw/workspace/CS-Notes/.top-lean-ai-state.json

重要原则

  • 基于 OpenClaw 现有能力,不侵入内部代码
  • 定期检查榜单变化
  • 记录更新历史供后续分析

© huangruiteng, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

SKILL.md and 4 other files (scripts) in .trae/openclaw-skills/top-lean-ai-monitor of huangruiteng/CS-Notes.

  • SKILL.md
  • README.md
  • main.py
  • scripts/top-lean-ai-monitor.py
  • skill.json

Open the folder on GitHubat commit f7b4e92

Compare with similar skills

Top Lean AI Monitor 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.

Top Lean AI Monitor compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Top Lean AI Monitor this skillhuangruiteng/CS-Notes4k—~130Automated safety check: PassMIT
Qdrant Monitoringgithub/awesome-copilot40k1 repos~276Automated safety check: PassMIT
Monitoring Capture ServicePostHog/posthog40k—~5kAutomated safety check: PassCustom licence
Monitoring Ingestion PipelinePostHog/posthog40k—~9.1kAutomated safety check: PassCustom licence
Agent Performance Monitorruvnet/ruflo74k2 repos~4.9kAutomated safety check: PassMIT
Monitor Streamruvnet/ruflo74k—~188Automated safety check: PassMIT

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Questions about Top Lean AI Monitor

What does Top Lean AI Monitor do?

Top Lean AI 榜单监控 - 监控 Top Lean AI 榜单的变化,记录更新历史,提供分析报告. An agent skill from huangruiteng/CS-Notes. Top Lean AI Monitor is an agent skill from huangruiteng/CS-Notes.

How do I install Top Lean AI Monitor in Claude Code?

Run `npx skills add huangruiteng/CS-Notes --skill top-lean-ai-monitor -a claude-code`. Or copy the skill folder (.trae/openclaw-skills/top-lean-ai-monitor in huangruiteng/CS-Notes) into .claude/skills/top-lean-ai-monitor in your project. Claude Code loads it when a task matches its description.

How do I install Top Lean AI Monitor in Codex?

Run `npx skills add huangruiteng/CS-Notes --skill top-lean-ai-monitor -a codex`. Or copy the skill folder (.trae/openclaw-skills/top-lean-ai-monitor in huangruiteng/CS-Notes) into .agents/skills/top-lean-ai-monitor in your project. Codex loads it when a task matches its description.

Can I use Top Lean AI Monitor 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 huangruiteng/CS-Notes --skill top-lean-ai-monitor -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/top-lean-ai-monitor, .gemini/skills/top-lean-ai-monitor, .github/skills/top-lean-ai-monitor and .opencode/skills/top-lean-ai-monitor in your project.

What does Top Lean AI Monitor need to run?

Going by SKILL.md and its folder, Top Lean AI Monitor needs Python for the scripts in its folder and the command-line tools its instructions call (python3). Our summary lists: Python 3.

Does Top Lean AI Monitor access the network?

SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.

Is Top Lean AI Monitor 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 Top Lean AI Monitor use?

Top Lean AI Monitor is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Top Lean AI Monitor use?

About 130 tokens (SKILL.md is roughly 520 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 Top Lean AI Monitor?

Skills that share tags, products or a category with Top Lean AI Monitor: Qdrant Monitoring (github/awesome-copilot, 40k stars), Monitoring Capture Service (PostHog/posthog, 40k stars), Monitoring Ingestion Pipeline (PostHog/posthog, 40k stars) and Agent Performance Monitor (ruvnet/ruflo, 74k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Top Lean AI Monitor?

huangruiteng (a GitHub user) maintains it in huangruiteng/CS-Notes, which has 4,001 GitHub stars. The repository holds 39 skills in this directory. The repository was last updated on October 8, 2026.

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