← Back to Skills Marketplace
kenerlee

AIEO monitoring

by Kaden Lau · GitHub ↗ · v1.0.0 · MIT-0
cross-platform ⚠ suspicious
132
Downloads
0
Stars
0
Active Installs
1
Versions
Install in OpenClaw
/install moments-aieo-monitoring
Description
AIEO 效果监控与追踪工具,用于定期监测品牌在 AI 搜索平台的可见性变化、内容质量评估和业务转化追踪。当用户提到"AIEO监控"、"AI可见性追踪"、"效果监控"、"监控报告"、"定期测试"或需要追踪品牌在AI平台表现变化时,自动调用此Skill。监控报告保存至 monitoring/ 目录,文件名格式:{品...
Usage Guidance
This is an instruction-only monitoring skill that uses browser automation to query AI platforms and save reports/screenshots locally. Before installing or running it: 1) Confirm the skill's source/trustworthiness—there is no homepage or publisher info. 2) Inspect or control the question libraries it will read (audits/positioning/* and .claude/skills/shared/question_library.md) to ensure it won't read sensitive or unrelated files. 3) Run automation in an isolated environment (dedicated VM/container) or with browsers that are not logged into personal/organizational accounts—Playwright screenshots can capture sensitive UI content and session cookies. 4) Check where monitoring/screenshots/ and monitoring/ are stored and who can access them. 5) If you expect the skill to access any credentials or post/update content (UTM guidance is present), require explicit consent and review those steps before enabling autonomous runs. If the publisher identity, intended question libraries, or explicit file-scope restrictions are provided, re-evaluate; that information would increase confidence and could move the assessment toward benign.
Capability Analysis
Type: OpenClaw Skill Name: moments-aieo-monitoring Version: 1.0.0 The skill bundle provides a framework for 'AI Engine Optimization' (AIEO) monitoring, which utilizes high-risk capabilities including general shell access (Bash) and a full suite of Playwright browser automation tools. The instructions in SKILL.md and tools_guide.md direct the agent to automate interactions with multiple third-party AI platforms (such as doubao.com, kimi.moonshot.cn, and chat.openai.com), including the handling of authenticated sessions. While these actions are consistent with the stated purpose of tracking brand visibility, the combination of broad automation tools and the requirement to interact with external authenticated services represents a significant attack surface and potential for abuse, meeting the criteria for risky capabilities without explicit malicious intent.
Capability Assessment
Purpose & Capability
The skill is an instruction-only AIEO monitoring tool that uses browser automation (Playwright MCP actions), WebFetch/WebSearch and local read/write of monitoring/ and screenshots—these capabilities are consistent with automated cross‑platform monitoring. However, references to a shared dot-folder path (.claude/skills/shared/question_library.md) and audits/positioning/* suggest the skill expects access to other local skill resources or hidden config directories; the relationship of those paths to the user's environment isn't explained.
Instruction Scope
Runtime instructions instruct automated navigation to multiple AI platforms and saving screenshots/reports locally. That is expected for monitoring, but Playwright-based automation can access and capture content from logged-in sessions (chat.openai.com, claude.ai, yiyan.baidu.com). The SKILL.md and references also point to reading question libraries from local/shared paths (audits/positioning, .claude/skills/shared/...), which could read files outside the monitored project. The skill does not explicitly limit or warn about capturing sensitive page content or reading hidden folders.
Install Mechanism
Instruction-only skill with no install spec, no downloads, and no declared required binaries or env vars. This minimizes disk persistence risk and matches the simple documentation-only structure.
Credentials
The skill declares no required environment variables or credentials, which is proportional. But the allowed runtime tools (Playwright browser actions, WebFetch/WebSearch) permit access to web sessions and could capture secrets present in browser state (cookies, SSO tokens, account info) if the agent runs with logged-in sessions. The references to .claude shared paths imply reading other local skill resources—no justification or explicit scoping is provided.
Persistence & Privilege
always:false and no install means the skill does not request permanent, force-included presence or system modifications. It writes outputs to monitoring/ as part of normal function. There is no instruction to change other skills' configs or persistent agent settings.
How to Use
  1. Make sure OpenClaw is installed (local or Docker)
  2. Run the install command in chat: /install moments-aieo-monitoring
  3. After installation, invoke the skill by name or use /moments-aieo-monitoring
  4. Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
**Summary:** Major update focusing the skill on AIEO monitoring/reporting only. - Entire skill repurposed from ‘GEO-Claw’ multi-phase optimization to a dedicated AIEO effect monitoring/tracking tool. - 33 legacy files removed, phasing out diagnosis, positioning, and content modules. - Monitoring/reporting documentation and tools added: references/monitoring_metrics.md, references/tools_guide.md. - Monitoring workflow, metric system, and report structure standardized in new documentation. - Usage is now strictly for tracking and reporting changes in brand AI visibility, content quality, and business impact across AI search engines.
Metadata
Slug moments-aieo-monitoring
Version 1.0.0
License MIT-0
All-time Installs 0
Active Installs 0
Total Versions 1
Frequently Asked Questions

What is AIEO monitoring?

AIEO 效果监控与追踪工具,用于定期监测品牌在 AI 搜索平台的可见性变化、内容质量评估和业务转化追踪。当用户提到"AIEO监控"、"AI可见性追踪"、"效果监控"、"监控报告"、"定期测试"或需要追踪品牌在AI平台表现变化时,自动调用此Skill。监控报告保存至 monitoring/ 目录,文件名格式:{品... It is an AI Agent Skill for Claude Code / OpenClaw, with 132 downloads so far.

How do I install AIEO monitoring?

Run "/install moments-aieo-monitoring" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.

Is AIEO monitoring free?

Yes, AIEO monitoring is completely free, licensed under MIT-0. You can download, install and use it at no cost.

Which platforms does AIEO monitoring support?

AIEO monitoring is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).

Who created AIEO monitoring?

It is built and maintained by Kaden Lau (@kenerlee); the current version is v1.0.0.

💬 Comments