reconcile LLM_Evaluation zone: align stage numbering and scopes, standardize full-path wikilinks, slim old guidebook notes, dedupe templates

- fix stage-numbering conflict (README vs 05-Progress) and unify stage-1 reading scope
- resolve AWS workshop prerequisite contradiction in 04-Reference/01
- convert medium-path wikilinks to vault-root paths (~30 links), fix .pyy typos, annotate ragas fork, unify archive status, add 01-/02- README hubs
- compress old-version guidebook notes (01, 05) into pointers; add 2026 reading guidance to 00-Overview
- dedupe project templates and remove embedded template copy in 03-Practice/README

01_Projects/Personal-Tech/LLM_Evaluation/01-Getting-Started/README.md

@@ -0,0 +1,22 @@
+---
+type: hub
+tags:
+  - llm-evaluation
+  - getting-started
+status: active
+created: 2026-08-21
+---
+
+# Getting Started
+
+这里负责回答"为什么做评测"并跟踪学习进度。
+
+推荐顺序：
+
+1. [[00-Start-Here|开始这里]]（十分钟动作入口）
+2. [[02-Why-Guide|从零开始做 LLM 评测：每一步背后的道理]]
+3. [[01-Learning-Board|学习看板]]（进度勾选，全程使用）
+
+> 学习进度（当前位置、周记、季度复盘）统一记在 [[01_Projects/Personal-Tech/LLM_Evaluation/05-Progress/00-当前位置与下一步|05-Progress]]；本目录只负责入口与勾选。
+
+原则：这里回答 **Why** 与"我学到哪了"；What 在 `00-Foundations`，How 在 `02-Practical-Roadmap`。