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Wiki Schema

Domain

AI/ML 技术研究 + 个人知识管理。覆盖 AI 技术架构、Agent 协议、模型训练推理、行业动态，以及读书笔记、技术随笔等个人学习内容。

Conventions

  • File names: lowercase, hyphens, no spaces (e.g., a2a-protocol.md)
  • Every wiki page starts with YAML frontmatter (see below)
  • Use [wikilinks](wikilinks) to link between pages (minimum 2 outbound links per page)
  • When updating a page, always bump the updated date
  • Every new page must be added to index.md under the correct section
  • Every action must be appended to log.md
  • Language: 中文为主，技术术语保留英文

Frontmatter

---
title: Page Title
created: YYYY-MM-DD
updated: YYYY-MM-DD
type: entity | concept | comparison | query | note
tags: [from taxonomy below]
sources: [raw/articles/source-name.md]
---

Tag Taxonomy

AI/ML 技术

  • model — 模型相关（GPT, Claude, GLM 等）
  • architecture — 架构设计（Transformer, MoE 等）
  • agent — AI Agent 框架与协议
  • training — 训练方法（RLHF, DPO, SFT 等）
  • inference — 推理与部署
  • alignment — 对齐与安全
  • benchmark — 评测基准
  • multimodal — 多模态

协议与框架

  • protocol — 通信协议（A2A, MCP, OpenAPI 等）
  • framework — 开发框架（LangChain, CrewAI 等）
  • tool-use — 工具使用

行业与生态

  • company — 公司（OpenAI, Anthropic, Google 等）
  • person — 人物
  • open-source — 开源项目
  • product — 产品与服务
  • trend — 行业趋势

个人知识

  • note — 读书/文章笔记
  • reflection — 思考与总结
  • how-to — 操作指南
  • comparison — 对比分析

Meta

  • timeline — 时间线
  • controversy — 争议话题
  • prediction — 预测

Rule: every tag on a page must appear in this taxonomy. If a new tag is needed, add it here first, then use it.

Page Thresholds

  • Create a page when an entity/concept appears in 2+ sources OR is central to one source
  • Add to existing page when a source mentions something already covered
  • DON'T create a page for passing mentions, minor details, or things outside the domain
  • Split a page when it exceeds ~200 lines — break into sub-topics with cross-links
  • Archive a page when its content is fully superseded — move to _archive/, remove from index

Entity Pages

One page per notable entity. Include: - Overview / what it is - Key facts and dates - Relationships to other entities (wikilinks) - Source references

Concept Pages

One page per concept or topic. Include: - Definition / explanation - Current state of knowledge - Open questions or debates - Related concepts (wikilinks)

Comparison Pages

Side-by-side analyses. Include: - What is being compared and why - Dimensions of comparison (table format preferred) - Verdict or synthesis - Sources

Note Pages

Personal reading notes, reflections, learning logs. Include: - Source reference (book, article, video) - Key takeaways - Personal thoughts and connections - Related wiki pages (wikilinks)

Update Policy

When new information conflicts with existing content: 1. Check the dates — newer sources generally supersede older ones 2. If genuinely contradictory, note both positions with dates and sources 3. Mark the contradiction in frontmatter: contradictions: [page-name] 4. Flag for user review in the lint report