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Creator Intel V5

by uuoov · GitHub ↗ · v1.0.0
cross-platform ⚠ suspicious
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Install in OpenClaw
/install creator-intel-v5
Description
创造者情报 V5 - 工程师视角技术情报聚合器 严禁 VC 商业化话术,只关注底层技术实现。 服务对象:硬科技工程师、极客产品经理、技术研究者。 核心选品标准(按优先级): 1. 🥇 GitHub 开源项目与霸榜(新模型、新硬件图纸、开发工具库) 2. 🥈 硬核技术原理解析(MoE、稀疏注意力、流匹配、新架构) 3. 🥉 极客硬件与创新交互(ESP32、树莓派、Kickstarter 创意硬件) 摘要必须包含: - 至少 2 个技术名词或具体参数 - 架构/算法/材料/性能指标 - 严禁:"拓展商业化"、"规模化部署"、"生态布局" 等公关套话 信源分布: - 国际:GitHub、IEEE、arXiv、Kickstarter、Hackaday(Tavily API 搜索) - 国内:机器之心、量子位、开源中国 RSS 使用场景: - "生成今日技术情报" - "有什么硬核技术新闻" - "GitHub 上有啥新东西" 输出格式: ``` [YYYY-MM-DD] 创造者情报 🌍 📦 [技术实体 + 动作 + 性能参数](URL) 摘要:架构细节;关键性能指标;应用场景 ⚛️ [技术实体 + 动作 + 性能参数](URL) 摘要:... ```
README (SKILL.md)

Creator Intel V5 - 创造者情报

使用方法

1. 手动生成今日技术情报

cd /path/to/creator-intel-v5 && python3 scripts/generate_intel.py

2. 设置定时任务

# 每天早上 9:00 自动推送
openclaw cron add \
  --name "creator-intel-morning" \
  --schedule "0 9 * * *" \
  --command "python3 /path/to/creator-intel-v5/scripts/generate_intel.py" \
  --channel feishu

配置说明

Tavily API 密钥

scripts/generate_intel.py 中设置:

TAVILY_API_KEY = "your-tavily-api-key"

搜索关键词

编辑 ENGINEER_QUERIES 列表自定义搜索方向:

  • GitHub 开源机器人项目
  • 医疗 AI 架构突破
  • 极客硬件原型
  • 算法与芯片架构

选品逻辑

🟢 最高权重(优先抓取)

  1. 开源项目与 GitHub 霸榜

    • 新底层模型(带代码)
    • 开源硬件图纸(PCB、机械结构)
    • 开发工具库(SDK、框架)
  2. 硬核技术原理解析

    • 新架构:MoE、稀疏注意力、流匹配
    • 新材料:柔性电子、神经形态芯片
    • 新算法:扩散模型替代方案、Transformer 变体
  3. 极客产品与创新交互

    • Kickstarter 创意硬件
    • ESP32/树莓派项目
    • 墨水屏、NFC 等小众应用

🔴 降权/警惕(过滤)

  • 纯融资通稿(无技术细节)
  • 纯政策审批(FDA/CE 但无原理)
  • 空泛战略发布("拓展商业化"、"生态布局")
  • 消费电子产品(手机、家电发布会)

摘要撰写规范

必须包含

  • ✅ 架构/算法/材料细节
  • ✅ 具体参数(tokens/s、Hz、GB/s、参数量)
  • ✅ 解决的问题或应用场景

严禁使用

  • ❌ "推动规模化部署"
  • ❌ "拓展商业化落地"
  • ❌ "生态布局"
  • ❌ "战略发布"
  • ❌ "赛道龙头"

示例对比

❌ VC 视角(已废弃):

星海图获 10 亿元融资,从开发者市场向生产力市场拓展商业化落地

✅ 工程师视角(V5 标准):

星海图灵巧手开源数据集,发布百万级操作数据集与强化学习训练框架,基于 Transformer 架构的动作预测模型在 6 自由度抓取任务中达到 85% 成功率,支持 Sim2Real 迁移

Emoji 分类

Emoji 类别 示例
📦 GitHub 开源 开源机器人、工具库
⚛️ 架构/算法 MoE、稀疏注意力、扩散模型
🛠️ 极客硬件 ESP32、树莓派、NVMe
🔬 手术机器人 医疗机器人、精密控制
🧠 脑机接口 BCI、神经信号处理
💡 其他技术 创新应用

数据存储

  • 历史记录:~/.openclaw/creator-intel/history.json
  • 自动去重:基于 URL
  • 保留数量:最近 500 条

依赖

pip install feedparser requests

License

MIT

Usage Guidance
What to consider before installing: - Filename mismatch: SKILL.md refers to scripts/generate_intel.py but the repository provides scripts/generate_brief.py. Ask the author to confirm which script is authoritative and provide a matching README or corrected files. - Hardcoded API key: the Python file contains a hardcoded TAVILY_API_KEY value. Treat this as suspicious until you verify its origin. Do not assume it is safe — it may be a disposable/dev key or someone else's credential. Prefer that the skill read the API key from an environment variable (declared in the skill metadata) rather than embedding it in code. - Undeclared credential: the skill metadata lists no required env vars, but the code calls an external API with a key. Ask the author to declare required credentials so you can manage/rotate them properly. - Network behavior: the skill makes POST requests to api.tavily.com and fetches RSS feeds. If you plan to run this skill, run it in a restricted environment or sandbox and monitor outbound connections until you confirm expected behavior. - Storage: the skill writes history to ~/.openclaw/creator-intel/history.json. If that is sensitive in your environment, run with a different HOME or modify the path. Recommended actions: 1) Request corrected files and an explanation of the hardcoded key from the publisher. 2) Refuse to use the embedded key; configure your own Tavily API key via an env var and ask the author to update the code to read from the env var (and update skill metadata to require it). 3) If you already used the embedded key, consider it compromised and rotate it with the Tavily service. 4) Run the skill first in a sandboxed account and monitor network calls and created files. Confidence note: medium — the behavior fits a news-aggregator, but the metadata/code inconsistencies and embedded credential are clear red flags that warrant verification before trusting or enabling autonomous runs.
Capability Analysis
Type: OpenClaw Skill Name: creator-intel-v5 Version: 1.0.0 The skill is classified as suspicious primarily due to the hardcoded Tavily API key (`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`) found in `scripts/generate_brief.py`. While the `SKILL.md` instructs users to replace it, shipping a skill with a hardcoded API key, even a development one, is a significant security vulnerability and poor practice. The skill also instructs the agent to set up a cron job for persistence via `openclaw cron add` in `SKILL.md`, which, while documented and intended to run the skill's own script, represents a risky capability if not properly secured by the platform.
Capability Assessment
Purpose & Capability
The name/description (engineering-focused tech intelligence) match the code and instructions: the skill fetches RSS feeds and queries a search API to assemble short technical briefs. That capability is coherent with the stated purpose.
Instruction Scope
SKILL.md instructs editing and running scripts/generate_intel.py and setting TAVILY_API_KEY inside that file, but the repository contains scripts/generate_brief.py (filename mismatch). The instructions also rely on an external Tavily search API and require placing an API key into the script — the behavior includes network calls to third-party services and writes a history file to ~/.openclaw/creator-intel/history.json. The undocumented hardcoded key in the code (see below) and the filename mismatch are scope/instruction inconsistencies.
Install Mechanism
There is no install spec (instruction-only style) and dependencies are ordinary (feedparser, requests). No downloads from untrusted URLs or archive extraction are present in the manifest — install risk is low.
Credentials
The skill uses a Tavily API key (TAVILY_API_KEY) embedded in the script but the skill metadata declares no required environment variables or primary credential. Requiring an API key for an external search service is reasonable, but the credential is not declared and is hardcoded in the code — this is disproportionate/incoherent with the declared requirements and risks accidental credential leakage or misuse.
Persistence & Privilege
The script persists history to ~/.openclaw/creator-intel/history.json (recent 500 items) — this is within normal behavior for an aggregator. The skill is not marked always:true and does not request system-wide privileges. Autonomous invocation is allowed by default (platform default), which is expected for skills but increases blast radius when combined with the other concerns above.
How to Use
  1. Make sure OpenClaw is installed (local or Docker)
  2. Run the install command in chat: /install creator-intel-v5
  3. After installation, invoke the skill by name or use /creator-intel-v5
  4. Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
creator-intel-v5 1.0.0 初始版本发布 - 面向硬科技工程师、极客产品经理、技术研究者,专注底层技术实现与精选技术情报汇总 - 明确三大核心选品方向:GitHub 开源项目、硬核技术原理解析、极客/创新硬件 - 摘要输出强制包含技术名词、参数、架构/算法,要点直击技术细节;严禁商业化、公关、融资等套话 - 支持手动/定时生成情报,集成 Tavily API 搜索多源情报(GitHub、arXiv、Kickstarter、开源中国等) - 丰富 emoji 分类提升内容辨识度,内置历史自动去重与最大条数 - 提供开箱即用的配置、调用与依赖说明
Metadata
Slug creator-intel-v5
Version 1.0.0
License
All-time Installs 0
Active Installs 0
Total Versions 1
Frequently Asked Questions

What is Creator Intel V5?

创造者情报 V5 - 工程师视角技术情报聚合器 严禁 VC 商业化话术,只关注底层技术实现。 服务对象:硬科技工程师、极客产品经理、技术研究者。 核心选品标准(按优先级): 1. 🥇 GitHub 开源项目与霸榜(新模型、新硬件图纸、开发工具库) 2. 🥈 硬核技术原理解析(MoE、稀疏注意力、流匹配、新架构) 3. 🥉 极客硬件与创新交互(ESP32、树莓派、Kickstarter 创意硬件) 摘要必须包含: - 至少 2 个技术名词或具体参数 - 架构/算法/材料/性能指标 - 严禁:"拓展商业化"、"规模化部署"、"生态布局" 等公关套话 信源分布: - 国际:GitHub、IEEE、arXiv、Kickstarter、Hackaday(Tavily API 搜索) - 国内:机器之心、量子位、开源中国 RSS 使用场景: - "生成今日技术情报" - "有什么硬核技术新闻" - "GitHub 上有啥新东西" 输出格式: ``` [YYYY-MM-DD] 创造者情报 🌍 📦 [技术实体 + 动作 + 性能参数](URL) 摘要:架构细节;关键性能指标;应用场景 ⚛️ [技术实体 + 动作 + 性能参数](URL) 摘要:... ```. It is an AI Agent Skill for Claude Code / OpenClaw, with 981 downloads so far.

How do I install Creator Intel V5?

Run "/install creator-intel-v5" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.

Is Creator Intel V5 free?

Yes, Creator Intel V5 is completely free (open-source). You can download, install and use it at no cost.

Which platforms does Creator Intel V5 support?

Creator Intel V5 is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).

Who created Creator Intel V5?

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

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