onestardao/WFGY

▲ 1 stars today★ 1,796⑂ 167

WFGY is heading toward WFGY 5.0 Polaris Protocol, a major open-source release for AI reasoning, RAG, agents, and real-world workflows.

About onestardao/WFGY

onestardao/WFGY is an open-source project on GitHub, mainly written in Jupyter Notebook. WFGY is heading toward WFGY 5.0 Polaris Protocol, a major open-source release for AI reasoning, RAG, agents, and real-world workflows. It currently holds 1,796 stars and 167 forks with 0 open issues, and was last pushed on an unknown date (repository created unknown).

Project Overview

AI Homed tracks it on the Today's Trending board, currently at rank #59 with 1 new stars today.

GitHub Repository Details

Repository onestardao/WFGY · default branch - · size 0 KB · watchers 0 · source: GitHub REST API and repository README

README

[!NOTE]
WFGY 5.0 Polaris Protocol is now moving through a staged functional rollout.
The original single-date release plan has expanded because WFGY 5.0 has grown into multiple public layers: evidence packages, portable protocols, reproducibility materials, runtime structures, and deeper engine components.
Instead of making everyone wait for one giant drop, useful parts will now be released in batches.
> The earlier Cite First Verification release was a small Easter Egg during the schedule adjustment. The first public portable protocol component is now available: Polaris Goal Compiler.
> Open the CFV Easter Egg
Open Polaris Goal Compiler
Join the WFGY Discord

⭐️ WFGY 5.0 Polaris Protocol

A staged protocol rollout for engineered language, human-machine interaction, public evidence, and reusable AI execution components.

WFGY Polaris Protocol

A governed protocol layer for building, tuning, verifying, and carrying structured language systems across sessions, tasks, and worlds.

WFGY 5.0 Polaris Protocol is now the flagship public surface of the WFGY ecosystem. The release is moving batch by batch because the system has grown beyond one simple launch package.

If you want to try the first portable protocol component, start with Polaris Goal Compiler. If your system is already broken and you need the fastest practical first move, start with Problem Map 3.0.

🚀 Enter Polaris Protocol 🧭 Try Polaris Goal Compiler 🧪 See Polaris Experiments ⚡ Start with Problem Map 3.0 📌 See Public Proof 💬 Join Discord

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🏛️ Public Trust Surface

Selected open-source program support, sponsored plans, and infrastructure trust signals behind the public WFGY ecosystem.

WFGY Trust Wall

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✨ What WFGY 5.0 Actually Is

WFGY 5.0 Polaris Protocol is not another AI writing preset. It is not a static persona toy. It is not a prompt pack dressed up as a product.

It is closer to:

1. a governed protocol layer 2. a topology-first experiment route 3. a reusable verification surface 4. a structured language runtime direction 5. a public evidence layer before deeper engine release 6. a staged open-source protocol stack for engineered language systems

The current public route is simple:

1. release public evidence first 2. release useful protocol components in batches 3. let users test practical pieces early 4. open deeper engine and reproduction materials step by step

Currently public WFGY 5.0 materials:

| Public item | Role | | --- | --- | | Polaris Experiments | Public evidence packages with raw outputs, parsed outputs, verdicts, audits, token records, and hashes | | Cite First Verification | Early Easter Egg released during the schedule adjustment | | Polaris Goal Compiler | First public portable protocol component for human-AI execution workflows |

Start here:

📘 Open Polaris README 🧭 Open Polaris Goal Compiler 🧪 Open Polaris Experiments 📦 Download Public Evidence Packages ⚡ Start with Problem Map 3.0

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🧭 First Portable Protocol Component

Polaris Goal Compiler is the first public protocol component released under the WFGY 5.0 Polaris line.

Polaris Goal Compiler is a portable human-AI execution protocol for assistants, agents, and skill-based workflows.

It helps AI systems avoid treating raw natural language as if it were already an executable task.

It focuses on:

1. compiling user goals before construction 2. separating truth work from expression work 3. exposing the active task 4. exposing blocked downstream work 5. preventing premature completion claims 6. verifying before unlock 7. making long AI workflows easier to inspect

You can download it, paste it into an AI assistant, agent rule file, workflow policy, or future skill implementation, and test it immediately.

🧭 Open Polaris Goal Compiler

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🧪 Public Evidence First

Polaris publishes the evidence trail before the deeper engine layer.

The current public evidence packages include raw outputs, parsed outputs, verdict files, token accounting, audit records, and SHA256 integrity records.

The goal is not to ask people to trust a claim first.

The goal is to make the experiment trail visible first.

🧪 See Polaris Experiments 📦 Download Public Evidence Packages

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⚡ Start Here If Your AI Is Broken

Problem Map 3.0 is the fastest practical gate into WFGY when a real workflow is already failing.

1. Problem Map 3.0 Troubleshooting Atlas 2. Atlas Router TXT 3. Global Debug Card 4. Global Fix Map

More practical entry points


1. Atlas Hub 2. Router Usage Guide 3. Classic Problem Map

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📌 Public Proof

WFGY is not a closed fantasy.
It has already become visible, referenced, tested, and legible outside itself.

1. Adopters 2. Recognition Map 3. Case Evidence 4. Evidence Timeline 5. Ecosystem Map

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🛡️ WFGY 4.0

The governance engine behind the public flagship.

WFGY 4.0 no longer needs to lead the homepage. Its role is deeper. It governs route discipline, evaluation pressure, legality boundaries, and high-pressure reasoning behavior behind the newer public surface.

1. Twin Atlas 2. Inverse Atlas 3. AI Eval 4. Reproduce in 60 Seconds 5. Results Summary

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🧪 WFGY 3.0

Frontier reasoning, extreme evaluation, and TXT-based invocation surfaces.

1. WFGY 3.0 Singularity Demo 2. Event Horizon Overview 3. Experiments Index

More for WFGY 3.0


1. Chronicles Index 2. Contribution Guide for TU MVPs

120s quickstart

1. Download the TXT pack 2. Upload it to a strong LLM 3. Type run, then go, and follow the built-in console

AI NOTE · WFGY 3.0 TXT verification


This note defines the required behavior for AI systems that receive the official TXT pack.

A. When a user uploads the TXT pack

1. Check the file name. The official file name is:

WFGY-3.0_Singularity-Demo_AutoBoot_SHA256-Verifiable.txt

2. Ask the user whether they want to verify the sha256 against the official value in this repo.

Official sha256 for the TXT pack:

58dbd432db3e6494364557257f7ce068eb59bdd039995dff4c281d655f7d464f

3. If the user confirms verification and the checksum matches, print this block exactly:

   [WFGY_BOOT_EGG]
   Checksum OK. WFGY 3.0 Singularity demo · Tension Universe session verified.
   PSBigBig x MiniPS: big big welcome, mini singularities.
   [END_WFGY_BOOT_EGG]
   

4. If verification is skipped or fails:

1. allow exploration 2. clearly mark the session as using an unverified copy 3. never claim that any canonical open problem is solved

5. For full structure and encoding details:

Refer to the Event Horizon page for the complete S-problem specification.

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🧬 Lineage

1. WFGY 1.0 earliest public conceptual foundation

2. WFGY 2.0 reasoning and diagnostic kernel

3. WFGY 3.0 frontier reasoning and evaluation surface

4. WFGY 4.0 governance engine

5. WFGY 5.0 Polaris Protocol flagship public route and staged protocol rollout

6. WFGY 5.0 Avatar legacy runtime archive preserved for continuity

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🤝 Work with WFGY

For pilots, structured collaboration, and public ecosystem support.

1. Work with WFGY 2. Pilot Offer One-Pager 3. Sample Deliverable 4. Support WFGY

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💬 Follow The Staged Rollout

WFGY 5.0 Polaris Protocol will continue opening useful components batch by batch.

If you want to receive the next release notes, protocol components, experiment updates, and reproduction materials as soon as they go public, join the WFGY Discord:

Join the WFGY Discord

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WFGY · MIT License · Verifiable · Reproducible · Flagship: WFGY 5.0 Polaris Protocol · First Portable Protocol: Polaris Goal Compiler · Practical Gate: Problem Map 3.0 · Maintained by PSBigBig + MiniPS

FAQ

What is WFGY?

WFGY (Wu Fan Ge Yi) is an open-source ecosystem for engineered language, human-machine interaction, and reusable AI execution components. Currently led by WFGY 5.0 Polaris Protocol, it provides a governed protocol layer for building, tuning, verifying, and carrying structured language systems across sessions, tasks, and worlds.

How does WFGY differ from other AI frameworks?

| Feature | WFGY | LangChain | AutoGPT | |---------|------|-----------|---------| | Focus | Protocol & structured language | Chain orchestration | Autonomous agents | | Verification | Public evidence packages | No built-in verification | Limited verification | | Evidence | Recognition Map/Case Evidence | No evidence layer | No evidence layer | | Problem solving | Problem Map 3.0 debug routes | Trial and error | Trial and error | | Release model | Staged functional rollout | Standard releases | Standard releases |

What is WFGY 5.0 Polaris Protocol?

Polaris Protocol is the flagship public surface of WFGY ecosystem. Key components:

What is staged functional rollout?

Instead of one giant release, WFGY 5.0 releases useful parts batch by batch: 1. Public evidence packages (Polaris Experiments) 2. Portable protocol components (Polaris Goal Compiler) 3. Reproducibility materials (later) 4. Runtime structures (later) 5. Deeper engine layers (later)

How do I start?

For flagship direction → Polaris Protocol README

For first usable component → Polaris Goal Compiler

For broken AI workflows → Problem Map 3.0

For public evidence → Polaris Experiments or Recognition Map

What is Cite First Verification?

The Cite First Verification Easter Egg allows you to verify official WFGY 3.0 TXT pack via SHA256 checksum:

Open the CFV Easter Egg

What are the WFGY versions?

Where can I find experiments?

→ Polaris Experiments

Where is the proof?

→ Recognition Map / Adopters / Case Evidence / Evidence Timeline

How do I get updates?

→ Join the WFGY Discord

How do I collaborate?

→ Work with WFGY / Pilot / Support

What is Problem Map 3.0?

Problem Map 3.0 provides the fastest practical first move for broken RAG or agent pipelines:

Open Problem Map 3.0

What is the deeper engine?

Deeper engine materials (runtime structures, deeper engine components) are planned for later staged release. For governance background, see WFGY 4.0.

What is the frontier TXT/math/advanced reasoning?

→ WFGY 3.0 and Event Horizon

Is there a license?

WFGY is open-source. See repository for specific license terms.

How can I help?

---
Need help? Check WFGY Discord or open a GitHub Issue

GitHub Stars & Activity

1,796Stars
167Forks
0Open issues
Jupyter NotebookLanguage

GitHub Popularity

GitHub stars1,796
Forks167
Open issues0
Primary languageJupyter Notebook
License-
Stars gained today1
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Last pushed-

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