火一五知识库技能(Karpathy)

【青岛火一五信息科技有限公司】基于 Karpathy LLM Knowledge Base 三层架构（Data Ingest → Compilation → Active Maintenance）的知识捕获与管理技能。将知识点写入 memory/ 目录并同步到公司 Odoo 知识库。

Security Scan

The skill's description says it will write knowledge files and sync them to a company Odoo knowledge base, but the runtime instructions never explain how Odoo authentication/configuration happens (no required env vars or config paths), so the integration is under-specified and incoherent.

Purpose & Capability

The skill claims to sync knowledge into a company Odoo knowledge base, which normally requires an Odoo URL, database name, and credentials (or API token). The metadata lists no required environment variables or config paths and provides no homepage or source code — there's no justified mechanism for authenticating to or reaching Odoo. This is disproportionate to the stated purpose and therefore incoherent.

Instruction Scope

SKILL.md is mostly scoped to generating files under memory/knowledge/, de-duplicating (grep), extracting entities, tagging, and then calling an external helper 'odoo_knowledge_create' to write to Odoo. It does not instruct reading unrelated system files or exfiltrating data, but it references an external tool without explaining where that tool comes from, how it authenticates, or what data is transmitted. The instructions give broad discretion for merging/updating existing topics (e.g., merge vs new), which could modify many knowledge files if misused.

Install Mechanism

This is an instruction-only skill with no install spec and no code files, which minimizes install-time risk. Declared dependency is python-docx in the SKILL.md header, but no installer or guidance is provided — so the agent may fail if python-docx isn't present, but there's no arbitrary download or archive extraction in the manifest.

Credentials

No environment variables or primary credential are declared despite explicit instructions to sync content to Odoo. Typical Odoo integration requires credentials or a connection endpoint; the absence of any declared env vars (e.g., ODOO_URL, ODOO_DB, ODOO_USER, ODOO_PASSWORD/API_TOKEN) is a clear mismatch and makes the skill's external-network behavior ambiguous.

Persistence & Privilege

The skill does not request always:true and is user-invocable only. It does not declare any system-wide config changes. Autonomous invocation is allowed by default (disable-model-invocation is false), which is normal; this is not combined with other high-risk flags.

What to consider before installing

This skill appears to be an internal KB authoring + Odoo sync helper, but it omits how Odoo access is performed. Before installing, ask the publisher these questions: (1) Where does the 'odoo_knowledge_create' tool come from and how is it installed? (2) How does the skill authenticate to Odoo — what environment variables or secret/token storage are required? (3) Is there a network endpoint (ODoo URL) and will data be sent outside your environment? (4) Can you review the actual implementation (source code) or a signed package so you can confirm there is no hidden data exfiltration? If you must try it, run the skill in a restricted/sandboxed environment, do not provide real Odoo credentials until you inspect the code, and limit the agent's ability to run autonomously until these gaps are resolved.

火一五知识库技能 v1.0

基于 Karpathy LLM Knowledge Base 三层架构 — 青岛火一五信息科技有限公司

一、核心概念

Karpathy LLM Knowledge Base 三层架构：

层次	名称	功能
Data Ingest	数据摄入	原始知识点捕获（对话/文档/邮件）
Compilation	编译整理	提取关键实体、关系、引用，建档入库
Active Maintenance	主动维护	定期检查知识 drift，淘汰过时内容

二、触发词

• 知识库 / 入库 / 存入知识库
• 卡帕西知识库 / Karpathy 知识库
• 同步知识库 / 更新知识库
• 记一下 / 这个记到知识库
• capture knowledge / save to knowledge base

三、知识写入流程

3.1 知识点文件命名规范

memory/
├── knowledge/
│   ├── {category}/{YYYY-MM-DD}_{slug}.md
│   └── categories: odoo / business / technical / product / feedback

3.2 知识点文件格式

# {标题}

## 摘要
{2-3句话总结}

## 详细说明
{核心内容}

## 关键要点
- {要点1}
- {要点2}

## 引用来源
- {来源1}
- {来源2}

## 相关知识点
- {related_topic_1}
- {related_topic_2}

---
**入库时间：** YYYY-MM-DD
**来源：** {对话/文档/其他}
**标签：** {tag1}, {tag2}

四、同步到 Odoo 知识库

4.1 写入 Odoo 知识库

使用 odoo_knowledge_create 工具：

title = "{标题}"
content = """<div class="knowledge-article">
<h2>摘要</h2>
<p>{摘要}</p>
<h2>详细说明</h2>
<p>{详细说明}</p>
<h2>关键要点</h2>
<ul>
<li>{要点1}</li>
<li>{要点2}</li>
</ul>
</div>"""
category = "技术"  # 或 "业务" / "产品" / "客户反馈"

4.2 Odoo 知识库分类

category	Odoo 知识库分类
odoo	Odoo 技术
business	业务知识
technical	技术积累
product	产品知识
feedback	客户反馈

五、KARPATHY 三层执行

5.1 Data Ingest（摄入）

• 对话/文档 → 提取核心知识点
• 去重检查（grep 已有 knowledge 目录）
• 生成标准文件

5.2 Compilation（编译）

• 提取实体：人名/公司名/产品名/功能名
• 建立关联：相关知识点双向链接
• 打标签：odoo / business / technical 等

5.3 Active Maintenance（维护）

• 同一话题新知识 → 合并更新而非新建
• 超过 90 天未更新的知识点 → 标记 {{drift}}
• 删除重复/过时内容

六、版本历史

• v1.0.0（当前）
  • 初始版本
  • 支持知识点文件生成 + Odoo 知识库同步
  • Karpathy 三层架构落地

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技术支持： 青岛火一五信息科技有限公司