diff --git a/Avatar/README.md b/Avatar/README.md
index 6e268873..16103e51 100644
--- a/Avatar/README.md
+++ b/Avatar/README.md
@@ -1,318 +1,50 @@
-
+## Why this folder is archived
-# ⭐️ WFGY 5.0 Avatar (Work in Progress)
+This page is kept for historical continuity.
-> A protocol layer for engineered language and human machine interaction.
-> Scheduled for public release on **2026/5/5**.
+Some readers may have discovered WFGY through Avatar.
+Some may have tested the early runtime.
+Some may still want to study how the original WFGY 5.0 direction was shaped before the Polaris upgrade.
-[](https://github.com/onestardao/WFGY/blob/main/Avatar/README.md)
+For that reason, this folder is not deleted.
-A governed language runtime for building, tuning, and multiplying avatars.
+It is archived as a collectible legacy layer.
-Avatar is not another AI writing preset.
-It is not a static persona toy.
-It is not a prompt pack dressed up as a product.
+## Thank you
-Avatar is built around a larger idea:
+Thank you to everyone who supported, starred, tested, questioned, and followed WFGY during this transition.
-**language behavior can be engineered**
+Instead of removing this page quietly, we are keeping it open and leaving a small gift here.
-It can be booted, tuned, compared, saved, branched, and eventually shared.
+## Easter Egg Gift
-
- Download avatar.txt
- ·
- Explore the 8 Things
- ·
- Docs Hub
- ·
- Eval Hub
- ·
- Research Hub
-
+As a thank you, we are giving away a small WFGY Easter Egg:
----
+[Cite First Verification](../EasterEggs/CiteFirstVerification/)
-## ⚡ Start in 60 Seconds
+CFV, or Cite First Verification, is a lightweight confidence layer that makes AI answers expose confidence before they sound certain.
-
- Download avatar.txt (now only in beta, not official 😅)
-
+It can add compact confidence scores, soften weak statements, and help prevent low confidence claims from sounding stronger than they should.
-1. Upload it to a strong LLM
-2. Say `hello psbigbig` or `hello minips` or `hello YOUR_AVATAR_NAME`
-3. Start with `hello psbigbig` if this is your first run
+Try it:
-Quick links: [Quickstart](./docs/quickstart.md) · [Boot Commands](./docs/boot-commands.md) · [How to Read the Master File](./docs/how-to-read-the-avatar-master-file.md) · [Docs Hub](./docs/README.md)
-
----
-
-## ✨ Why This Is New
-
-- **One shared runtime** instead of scattered persona files
-- **Natural-language tuning** instead of brittle prompt hacking
-- **Reusable builds** instead of one-off prompt luck
-- **Recovery and return-path operations** instead of hoping persona continuity survives by accident
-
-That is the core shift.
-
----
-
-## 🔥 The 8 Things to Know
-
-
-
-|
-
-### ⚡ Start in 60 Seconds
-One runtime. One route. One real first contact.
-
-[Read more](./highlights/start-in-60-seconds.md)
-
- |
-
-
-### 🗣️ Tune Behavior in Natural Language
-Shape route behavior without rebuilding the whole system by hand.
-
-[Read more](./highlights/tune-behavior-in-natural-language.md)
-
- |
-
-
-
-|
-
-### 🧠 Language Behavior Can Be Engineered
-Behavior is treated as a designed surface, not just prettier text.
-
-[Read more](./highlights/language-behavior-can-be-engineered.md)
-
- |
-
-
-### ♻️ Reusable Builds
-Keep stronger variants instead of chasing one lucky output.
-
-[Read more](./highlights/reusable-builds.md)
-
- |
-
-
-
-|
-
-### 🛡️ Editable but Governed
-Strong editability without collapsing into persona chaos.
-
-[Read more](./highlights/editable-but-governed.md)
-
- |
-
-
-### 🌍 Multilingual Calibration
-Cross-language route carry and drift control, not mere translation.
-
-[Read more](./highlights/multilingual-calibration.md)
-
- |
-
-
-
-|
-
-### 🔄 Dual Closed-Loop Design
-Inner continuity plus outer user iteration.
-
-[Read more](./highlights/dual-closed-loop-design.md)
-
- |
-
-
-### 🌱 One Runtime, Many Avatars
-Official routes are only the beginning.
-
-[Read more](./highlights/one-runtime-many-avatars.md)
-
- |
-
-
-
----
-
-## 🫂 Current Public Routes
-
-| Route | Intended feel | Best for |
-|---|---|---|
-| `hello psbigbig` | calm, clear, grounded, lightly witty | writing, analysis, public-facing work |
-| `hello minips` | warm, present, cute, companion-forward | conversation, reflection, support-style response |
-| `hello YOUR_AVATAR_NAME` | intentionally bare, editable, slightly clueless by design | custom-avatar seed, playful branch creation |
-
-`YOUR_AVATAR_NAME` is intentionally visible.
-It is both a joke and a real branch seed.
-
-Recovery commands are also already part of the current operational surface:
-`avatar++` · `avatar++ reload` · `avatar release`
-
-Quick links: [Boot Commands](./docs/boot-commands.md) · [Persona Recovery Operations](./docs/persona-recovery-operations.md)
-
----
-
-## 🛠️ What You Can Already Do
-
-- start from one runtime instead of many disconnected persona files
-- boot a route in seconds
-- tune behavior through `WFGY_BRAIN`
-- compare before and after on the same task
-- save stronger variants
-- grow reusable builds
-- begin multilingual route testing
-- recover after runtime thinning or over-cleaning
-- prepare custom avatars for later sharing
-
-This is already bigger than ordinary AI writing presets.
-
----
-
-## 🌱 Why Avatar Feels Larger
-
-Avatar is easy to misread if you only look at the first surface.
-
-It is not only trying to be a nicer writing assistant or a prettier persona layer.
-
-The larger direction is closer to:
-
-- a governed language runtime
-- a branchable behavior system
-- a reusable avatar workspace
-- a multilingual calibration surface
-- a future avatar ecosystem
-
-That is why the product now has clear structure across docs, evaluation, research, and later community sharing, instead of staying a single pretty prompt surface.
-
----
-
-## 🔍 Go Deeper
-
-| Surface | What it gives you |
-|---|---|
-| [Docs](./docs/README.md) | Start fast, read correctly, tune, and recover |
-| [Eval](./eval/README.md) | Inspect route strength, drift, pressure, and readiness |
-| [Research](./research/README.md) | Understand architecture, runtime, route, audit, and reduction law |
-| [Community](./community/submit-your-avatar.md) | Build and later submit your own avatar |
-
----
-
-## ❓ FAQ
-
-### Is Avatar just another AI writing prompt?
-No. It is designed as a governed runtime with routes, editable behavior, reusable builds, recovery operations, and later community branches.
-
-### Why one `avatar.txt` instead of multiple persona files?
-Because one shared runtime gives later routes and branches a clearer center. It is cleaner, more scalable, and more legible than scattered starter files.
-
-### What does `hello YOUR_AVATAR_NAME` mean?
-It is the intentionally bare custom-avatar route. It can stay funny and minimal, or become the seed of your own future avatar branch.
-
-### Do I need the full theory first?
-No. The intended path is simple: boot a route, run a real task, observe, tune, compare, save. Theory comes later.
-
-### Where should I go after the first run?
-If you want practical guidance, go to [Docs](./docs/README.md).
-If you want to inspect pressure and drift, go to [Eval](./eval/README.md).
-If you want the deeper architecture, go to [Research](./research/README.md).
-
-### Can I submit my own avatar later?
-Yes. That is the direction. The community layer is growing, and the Awesome Avatar List is currently **WORK IN PROGRESS**.
-
----
-
-## 🔗 Quick Links
-
-### Product
-- [⚡ Quickstart](./docs/quickstart.md)
-- [🧷 Boot Commands](./docs/boot-commands.md)
-- [✨ Highlights Index](./highlights/README.md)
-
-### Docs
-- [📘 Docs Hub](./docs/README.md)
-- [📖 How to Read the Avatar Master File](./docs/how-to-read-the-avatar-master-file.md)
-- [🍳 Parameter Tuning Cookbook](./docs/parameter-tuning-cookbook.md)
-- [🔧 Persona Recovery Operations](./docs/persona-recovery-operations.md)
-- [🛠️ Avatar Tuning Workflow](./docs/avatar-tuning-workflow.md)
-- [🛠️ How to Use WFGY_BRAIN](./docs/how-to-use-wfgy-brain.md)
-
-### Eval
-- [🧪 Eval Hub](./eval/README.md)
-- [🧨 Blackfan Testing](./eval/blackfan-testing.md)
-- [🧭 Persona Behavior Checks](./eval/persona-behavior-checks.md)
-- [🌍 Multilingual Status](./eval/multilingual-status.md)
-
-### Research
-- [🔬 Research Hub](./research/README.md)
-- [🗺️ Packed Master Structure Map](./research/packed-master-structure-map.md)
-- [🚪 Launchpad, Front Door, and Command Grammar](./research/launchpad-front-door-and-command-grammar.md)
-- [🔁 Dual Closed-Loop Execution Chain](./research/dual-closed-loop-execution-chain.md)
-- [🎛️ Runtime Posture Intensity Map](./research/runtime-posture-intensity-map.md)
-- [🧩 Shell-to-Runtime Mapping](./research/shell-to-runtime-mapping.md)
-- [🧭 Selector Execution Domain](./research/selector-execution-domain.md)
-- [🔄 Activation, Attenuation, and Reentry](./research/activation-attenuation-and-reentry.md)
-- [🧬 Structured Imperfection Theory](./research/structured-imperfection-theory.md)
-- [🚦 Pre-Emission Floor and Hard Control](./research/pre-emission-floor-and-hard-control.md)
-- [🧮 Matrix Accountability and Numeric Binding](./research/matrix-accountability-and-numeric-binding.md)
-- [🧪 Blackfan Audit Baseline](./research/blackfan-audit-baseline.md)
-- [✂️ Compression and Non-Duplication Law](./research/compression-and-non-duplication-law.md)
-
-### Up
-- [⬆️ Back to WFGY Root](../README.md)
+```text
+Use WFGY with CFV Strict. Show only surface CI.