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<!--
AI_NOTE_START
# WFGY 5.0 Avatar Archive
Document role:
This page is the public flagship landing page for WFGY 5.0 Avatar.
WFGY 5.0 has officially been renamed and upgraded to:
Primary mission:
1. Present Avatar as a serious product surface, not a prompt pack.
2. Make the first entry path obvious in under one screen.
3. Keep startup friction low while preserving product seriousness.
4. Route readers into Docs, Eval, Research, and Community only after the main product story is clear.
# WFGY 5.0 Polaris Protocol
Reader intent routing:
1. If the reader wants to start using Avatar now, route to Quickstart and Boot Commands.
2. If the reader wants to understand the master file before going deeper, route to How to Read the Avatar Master File.
3. If the reader wants tuning or recovery operations, route to Parameter Tuning Cookbook and Persona Recovery Operations.
4. If the reader wants architecture, runtime, route, audit, or reduction law, route to Research Hub.
5. If the reader wants pressure, drift, behavior inspection, or multilingual readiness, route to Eval Hub.
The active WFGY 5.0 entry point is now here:
Reading priority:
1. Read the hero, first-entry CTA, and Start in 60 Seconds first.
2. Treat The 8 Things to Know as flagship product signals, not as the full theory body.
3. Treat Current Public Routes and What You Can Already Do as current operational surface.
4. Treat Go Deeper as the only lawful place where the page branches into Docs, Eval, Research, and Community.
[Go to WFGY 5.0 Polaris Protocol](https://github.com/onestardao/WFGY/blob/main/Polaris/README.md)
Allowed use:
1. Public-facing product explanation
2. First-entry routing
3. High-level product differentiation
4. GitHub landing-page guidance
5. Clean cross-linking into deeper layers
This Avatar folder is now preserved as a legacy archive.
Do not do:
1. Do not treat this page as the packed master body.
2. Do not flatten Avatar into a prompt file, persona toy, or writing preset.
3. Do not over-read hero language as proof of universal final completion.
4. Do not route readers into the heaviest research layer before the first-entry path is clear.
5. Do not let docs, eval, or research links overpower the main flagship story.
It records an earlier public direction of WFGY 5.0, when the system was still presented as an Avatar runtime for engineered language behavior, route tuning, reusable builds, and persona recovery operations.
Boundary honesty:
1. This page presents the current flagship product surface of Avatar.
2. It is strong enough for public entry and branch navigation.
3. It does not claim universal final closure across all routes, all languages, or all future ecosystem layers.
The project has since moved forward.
Next-page routing:
1. For startup, go to Docs.
2. For inspection, go to Eval.
3. For deeper structure, go to Research.
4. For future user contribution, go to Community.
The new official name is WFGY 5.0 Polaris Protocol.
AI_NOTE_END
-->
## 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.
[![WFGY Avatar](https://github.com/user-attachments/assets/5f220659-8245-4cb0-8d13-6d287eacde70)](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
<p>
<a href="https://raw.githubusercontent.com/onestardao/WFGY/main/Avatar/downloads/avatar.txt"><b>Download avatar.txt</b></a>
·
<a href="./highlights/README.md"><b>Explore the 8 Things</b></a>
·
<a href="./docs/README.md"><b>Docs Hub</b></a>
·
<a href="./eval/README.md"><b>Eval Hub</b></a>
·
<a href="./research/README.md"><b>Research Hub</b></a>
</p>
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.
<p>
<a href="https://raw.githubusercontent.com/onestardao/WFGY/main/Avatar/downloads/avatar.txt"><b>Download <code>avatar.txt</code></b></a> (now only in beta, not official 😅)
</p>
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
<table>
<tr>
<td width="50%" valign="top">
### ⚡ Start in 60 Seconds
One runtime. One route. One real first contact.
[Read more](./highlights/start-in-60-seconds.md)
</td>
<td width="50%" valign="top">
### 🗣️ Tune Behavior in Natural Language
Shape route behavior without rebuilding the whole system by hand.
[Read more](./highlights/tune-behavior-in-natural-language.md)
</td>
</tr>
<tr>
<td width="50%" valign="top">
### 🧠 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)
</td>
<td width="50%" valign="top">
### ♻️ Reusable Builds
Keep stronger variants instead of chasing one lucky output.
[Read more](./highlights/reusable-builds.md)
</td>
</tr>
<tr>
<td width="50%" valign="top">
### 🛡️ Editable but Governed
Strong editability without collapsing into persona chaos.
[Read more](./highlights/editable-but-governed.md)
</td>
<td width="50%" valign="top">
### 🌍 Multilingual Calibration
Cross-language route carry and drift control, not mere translation.
[Read more](./highlights/multilingual-calibration.md)
</td>
</tr>
<tr>
<td width="50%" valign="top">
### 🔄 Dual Closed-Loop Design
Inner continuity plus outer user iteration.
[Read more](./highlights/dual-closed-loop-design.md)
</td>
<td width="50%" valign="top">
### 🌱 One Runtime, Many Avatars
Official routes are only the beginning.
[Read more](./highlights/one-runtime-many-avatars.md)
</td>
</tr>
</table>
---
## 🫂 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.