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catplus-eric

Nova Skill Evolution Tracker — 技能进化追踪系统

by CatPluZ · GitHub ↗ · v1.0.0 · MIT-0
cross-platform ⚠ suspicious
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Install in OpenClaw
/install skill-evolution-tracker
Description
Nova 炼化技能的自我进化追踪系统。 功能:版本记录 · 月度信息源监测 · 差异分析 · 更新建议通知。 适用场景:监控已炼化专家的最新动态,自动检测需要更新的内容, 防止 SKILL.md 随时间过时。 触发词:「skill更新」「版本记录」「专家动态」「技能进化」「监测」
Usage Guidance
This skill appears to be an incomplete or partially-implemented monitoring tool rather than clearly malicious, but there are important inconsistencies you should resolve before installing it in a live environment: - Missing credential declarations: The SKILL.md and comments describe calling an LLM for diff analysis and sending notifications via enterprise WeChat, but the package does not declare or request API keys or messaging credentials. Ask the author which environment variables or secrets are required (LLM_API_KEY, WECHAT_APPID/SECRET or webhook, etc.) and insist they be explicitly documented. - Confirm network behavior: The script lists many external URLs to be scraped (Twitter/LinkedIn/blogs). Verify exactly how fetching will be performed (HTTP clients), whether JavaScript-rendered pages are needed, and whether rate-limiting / robots.txt / access policies are respected. If you run it, run in a network-restricted or sandboxed environment until you review full network calls. - Review the rest of the script: The provided script was truncated; ask for the full source to confirm there are no hidden exfiltration paths, undisclosed endpoints, or arbitrary subprocess executions. Pay attention to any code that would POST data to third-party endpoints or read files outside /workspace/skills. - Least privilege and secrets handling: If you approve running it, provide only scoped credentials (e.g., a webhook token limited to the notification channel) and ensure any LLM API key has usage limits and monitoring. Avoid giving it access to broad cloud or company credentials. - Test in isolation: Run the tool in a sandboxed workspace with a small set of test skills and monitor network traffic and filesystem writes before enabling scheduled runs. If you can obtain the full script (untruncated) and a clear list of required environment variables and endpoints, that information would likely move this assessment toward 'benign' if everything is narrowly scoped and documented.
Capability Analysis
Type: OpenClaw Skill Name: skill-evolution-tracker Version: 1.0.0 The skill bundle is a legitimate tool designed to track version history and monitor updates for other expert-based skills. The Python script (scripts/skill_monitor.py) manages local JSON versioning and generates markdown reports, while the SKILL.md provides clear instructions for the agent to manage these updates. Although the script contains placeholders for LLM-based analysis and mentions external notifications, it lacks any functional code for data exfiltration, unauthorized execution, or persistence.
Capability Assessment
Purpose & Capability
The skill claims to monitor external blogs/social media, run LLM-based diff analysis, and send notifications to an approver (Eric). However, no environment variables or credential requirements are declared for accessing LLM APIs or sending messages (enterprise WeChat). The presence of code that reads other skills' SKILL.md files (/workspace/skills/<skill_id>/SKILL.md) is coherent with diffing, but the notification and LLM integration called out in SKILL.md are not reflected in the declared environment or config.
Instruction Scope
SKILL.md instructs monthly checks of external sources, generation of LLM prompts, and pushing reports to enterprise WeChat. The script includes LLM prompt construction but the visible code does not perform network fetching of the listed URLs nor show LLM API calls or notification logic (script was truncated). The instructions also direct reading SKILL.md files for other skills in the workspace — that is expected for this purpose, but it implies access to all skills' content which should be explicit and consented to.
Install Mechanism
No install spec is present (instruction-only plus included script). That minimizes install-time risk since nothing is fetched or written by an installer. The repository contains a Python script and JSON history files; no external installer or remote download URLs are declared.
Credentials
The skill needs network access, LLM API credentials, and credentials/credentials for enterprise WeChat (to 'push' reports), but requires.env and primary credential fields are empty. That mismatch means either credentials are expected to exist elsewhere (not declared) or the skill is incomplete. Requiring unrestricted read access to /workspace/skills (to read other SKILL.md files) is reasonable for a tracker, but credentials for external services should be explicitly declared and scoped.
Persistence & Privilege
always is false and the skill appears to only write its own history and reports under its own subpaths (history/, reports/). It does read other skills' SKILL.md files in /workspace/skills which is required for its stated function; no evidence it attempts to modify other skills' configs or system-wide settings.
How to Use
  1. Make sure OpenClaw is installed (local or Docker)
  2. Run the install command in chat: /install skill-evolution-tracker
  3. After installation, invoke the skill by name or use /skill-evolution-tracker
  4. Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
v1.0.0: 初始版本,含版本记录数据库、月度监测引擎、Diff报告生成器、进化通知系统。追踪守拙/Rau/Naval等专家Skill的自我进化路径。
Metadata
Slug skill-evolution-tracker
Version 1.0.0
License MIT-0
All-time Installs 0
Active Installs 0
Total Versions 1
Frequently Asked Questions

What is Nova Skill Evolution Tracker — 技能进化追踪系统?

Nova 炼化技能的自我进化追踪系统。 功能:版本记录 · 月度信息源监测 · 差异分析 · 更新建议通知。 适用场景:监控已炼化专家的最新动态,自动检测需要更新的内容, 防止 SKILL.md 随时间过时。 触发词:「skill更新」「版本记录」「专家动态」「技能进化」「监测」. It is an AI Agent Skill for Claude Code / OpenClaw, with 72 downloads so far.

How do I install Nova Skill Evolution Tracker — 技能进化追踪系统?

Run "/install skill-evolution-tracker" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.

Is Nova Skill Evolution Tracker — 技能进化追踪系统 free?

Yes, Nova Skill Evolution Tracker — 技能进化追踪系统 is completely free, licensed under MIT-0. You can download, install and use it at no cost.

Which platforms does Nova Skill Evolution Tracker — 技能进化追踪系统 support?

Nova Skill Evolution Tracker — 技能进化追踪系统 is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).

Who created Nova Skill Evolution Tracker — 技能进化追踪系统?

It is built and maintained by CatPluZ (@catplus-eric); the current version is v1.0.0.

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