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ProblemMap/Atlas/Fixes/README.md
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ProblemMap/Atlas/Fixes/README.md
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<!--
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AI_NOTE_START
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Document role:
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This file is the main hub for the Fixes layer inside the Atlas system.
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How to use this file:
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1. Treat this page as the entry point for all atlas-to-fix materials.
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2. Use this page to understand the difference between:
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- official fix surface
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- community-contributed fixes
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- advanced or future service-oriented support layers
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3. Read this page before adding new fix recipes, Colab demos, JSON schemas, prompt packs, or workflow examples.
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4. Use this page together with:
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- [Atlas Final Freeze v1](../atlas-final-freeze-v1.md)
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- [Canonical Casebook v1](../canonical-casebook-v1.md)
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- [Atlas-to-AI Adapter v1](../atlas-to-ai-adapter-v1.md)
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What this page is:
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- The hub for the Fixes folder
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- The routing bridge from atlas diagnosis to repair-facing action
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- The governance layer for official fixes and community fixes
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What this page is not:
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- Not the atlas core
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- Not the full WFGY 3.0 engine pack
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- Not the full validation ledger
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- Not a promise that every case already has a complete repair implementation
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- Not the final paid-service page
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Reading discipline for AI:
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- Preserve the distinction between routing, first repair move, deeper experimental exploration, and community implementation.
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- Do not treat all fixes as equally official.
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- Do not confuse family-level fix surface with problem-specific experimental MVPs.
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- Do not overclaim that every node or case already has a complete runnable fix pack.
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AI_NOTE_END
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-->
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# Fixes Hub 🛠️
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## Problem Map 3.0 Troubleshooting Atlas
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## Official entry for repair-facing guidance, community fixes, and deeper WFGY bridge logic
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This folder is the repair-facing extension layer of the Atlas system.
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The atlas tells you **where the failure lives**.
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The casebook teaches you **how to recognize the cut**.
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The adapter helps AI systems **route the case under discipline**.
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The Fixes layer starts to answer the next question:
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> **What should be tried first after correct routing?**
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At the same time, this folder also provides the structure for community-contributed implementations such as:
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- Colab demos
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- JSON schemas
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- prompt packs
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- workflow examples
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- benchmark reruns
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- reproduction packs
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This makes the Fixes layer one of the most important bridges between:
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- atlas diagnosis
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- practical troubleshooting
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- deeper WFGY exploration
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- community growth
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---
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## What this folder is for 🎯
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This folder exists to organize fix-facing materials into three layers:
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### 1. Official Fix Surface
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This is the first public repair-facing layer of the atlas.
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It focuses on:
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- family-level first repair moves
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- common misrepair patterns
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- atlas-to-WFGY bridge logic
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- a small number of flagship demos
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This layer is meant to be:
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- stable
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- reusable
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- public
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- easy to understand
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- safe to cite as the official first repair surface
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---
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### 2. Community Fix Lab
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This is the growth layer.
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It allows contributors to extend the atlas into runnable, reusable materials such as:
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- Colab notebooks
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- JSON packs
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- prompt templates
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- workflow recipes
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- benchmark reruns
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- reproduction packs
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- implementation notes
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This layer is expected to grow much faster than the official layer.
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The goal is not for one person to write every fix.
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The goal is to let the community extend the practical surface while the atlas core remains stable.
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---
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### 3. Advanced / Future Support Layer
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This layer is intentionally light and not yet fully opened.
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It exists only as a future-facing shadow layer for:
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- system-specific diagnostic support
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- architecture-specific integration help
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- advanced repair reports
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- deeper custom troubleshooting
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- more specialized service-oriented workflows
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This layer should not dominate the current public presentation.
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For now, the priority remains:
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- public atlas
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- public fix surface
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- public community growth
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---
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## Core principle 🔑
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The Fixes layer should always preserve this order:
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> **route first, then repair**
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That means:
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1. use the atlas to determine the failure family
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2. identify the broken invariant
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3. identify the best current fit
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4. only then choose the first repair direction
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5. if deeper work is needed, bridge into WFGY 3.0 or community implementation packs
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This order matters because many wrong fixes start from wrong routing.
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---
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## Relationship to WFGY 3.0 🌊
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This folder is related to WFGY 3.0, but it is not the same thing.
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### Atlas Fix Surface
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The atlas fix surface is mainly:
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- family-level
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- routing-sensitive
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- first-move oriented
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- compact
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- public
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- easier to reuse
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It answers:
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- what should be tried first
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- what is the most common wrong first move
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- what repair direction fits this family best
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### WFGY 3.0 deeper layer
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WFGY 3.0 is closer to:
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- problem-specific exploration
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- experimental MVP design
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- deeper structural reasoning
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- tension-based analysis
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- falsifiable exploration paths
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- reusable stress-driven repair thinking
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It answers deeper questions like:
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- how should this problem be explored more seriously
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- what experimental cut should be used
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- what structural recovery path is worth testing
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- what stronger intervention pattern might apply
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Short version:
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> **Atlas fix surface = first repair grammar**
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> **WFGY 3.0 = deeper experimental and structural exploration**
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They are connected, but not identical.
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---
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## Current folder structure 🗂️
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This folder is designed around three main areas.
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### Official layer
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- [Official Fixes](./official/README.md)
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Recommended files in this area include:
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- [Family Fix Surface v1](./official/family-fix-surface-v1.md)
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- [Misrepair Patterns v1](./official/misrepair-patterns-v1.md)
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- [Atlas to WFGY Bridge v1](./official/atlas-to-wfgy-bridge-v1.md)
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- [Flagship Fix Demos v1](./official/flagship-fix-demos-v1.md)
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This is the official public-facing repair layer.
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---
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### Community layer
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- [Community Fix Lab](./community/README.md)
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Suggested subfolders include:
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- [Colab](./community/colab/)
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- [JSON](./community/json/)
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- [Prompts](./community/prompts/)
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- [Workflows](./community/workflows/)
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- [Benchmark Reruns](./community/benchmark-reruns/)
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- [Reproduction Packs](./community/reproduction-packs/)
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This is the fast-growing practical layer.
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---
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### Templates layer
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- [Templates](./templates/README.md)
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Suggested files include:
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- [Fix Recipe Template](./templates/fix-recipe-template.md)
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- [Colab Template](./templates/colab-template.md)
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- [Prompt Template](./templates/prompt-template.md)
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- [Contribution Checklist](./templates/contribution-checklist.md)
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This layer exists to keep community contributions structured instead of chaotic.
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---
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## What belongs in Official Fixes ✅
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Official Fixes should only include things that are stable enough to be treated as public atlas-facing repair guidance.
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Examples:
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- family-level first repair directions
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- common misrepair patterns
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- stable route-to-repair explanations
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- a small number of flagship case demos
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- official bridge notes from atlas to WFGY 3.0
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Official fixes should be:
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- compact
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- reusable
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- structurally consistent
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- easy to teach
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- safe to reuse in product flows
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Official fixes should **not** become a giant messy archive of every possible implementation.
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---
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## What belongs in Community Fix Lab 🌱
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Community Fix Lab should include practical contributions that are useful, runnable, and reproducible, even when they are narrower in scope.
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Examples:
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- Colab notebooks
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- JSON schema examples
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- prompt packs
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- workflow recipes
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- rerun notebooks
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- implementation notes
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- domain-specific troubleshooting packs
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Community contributions do **not** need to be as frozen as official atlas files.
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But they still need:
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- clear scope
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- readable structure
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- routing context
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- reproducible steps where possible
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- explicit limits
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---
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## What should not happen 🚫
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The Fixes layer should **not** drift into the following mistakes.
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### 1. Fix before routing
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Do not suggest repair paths before the family or broken invariant is reasonably clear.
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### 2. Community noise replacing official structure
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Do not let a flood of community examples blur the official fix surface.
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### 3. Overclaiming WFGY bridge depth
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Do not imply that every fix note already contains the full deeper WFGY 3.0 reasoning path.
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### 4. Flat dumping
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Do not dump random Colab notebooks, JSON files, or prompt packs into the root without structure.
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### 5. Confusing public free layer with future service layer
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Do not turn the public fix layer into a premature sales page.
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The public value comes first.
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---
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## Recommended reading order 📚
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If you want to understand the full fix flow in the right order, read:
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1. [Atlas Final Freeze v1](../atlas-final-freeze-v1.md)
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2. [Canonical Casebook v1](../canonical-casebook-v1.md)
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3. [Atlas-to-AI Adapter v1](../atlas-to-ai-adapter-v1.md)
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4. [Family Fix Surface v1](./official/family-fix-surface-v1.md)
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5. [Atlas to WFGY Bridge v1](./official/atlas-to-wfgy-bridge-v1.md)
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If you want runnable or implementation-oriented materials after that, move into the community layer.
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---
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## How a typical use flow should work 🔄
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A healthy atlas-to-fix flow should look like this:
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### Step 1 · Route the case
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Use the atlas to determine:
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- primary family
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- secondary family
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- broken invariant
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- best current fit
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### Step 2 · Apply first repair direction
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Use the official fix surface to decide:
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- what should be tried first
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- what should not be tried first
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- what common misrepair to avoid
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### Step 3 · Escalate if needed
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If the case needs deeper exploration:
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- use the atlas-to-WFGY bridge
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- use a community implementation pack
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- or move into a more experimental layer
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This keeps the system clean:
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> route
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> first repair
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> deeper exploration
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> implementation
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---
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## Why this folder matters 💥
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Without a fix layer, the atlas risks being seen as “only classification.”
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With a fix layer, the atlas becomes much more powerful:
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- it can guide action
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- it can teach first repair moves
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- it can connect to deeper reasoning engines
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- it can grow through community implementations
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- it can support future paid advanced work without damaging the public free core
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That is why this folder matters so much.
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It is where the atlas starts to become not only a map, but a usable repair ecosystem.
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---
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## Future commercial note 🌌
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This project currently prioritizes:
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- open atlas logic
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- open first repair surface
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- open community growth
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At the same time, it is natural that more advanced support layers may exist later, including things like:
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- custom audits
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- system-specific reports
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- deeper architecture guidance
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- more advanced repair integration
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For now, those possibilities remain a future-facing layer, not the center of this folder.
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The center of this folder remains:
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> public repair grammar first
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> deeper bridge second
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> community extension third
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---
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## One-line status
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**This folder is the repair-facing extension layer of the Atlas system, combining official first repair guidance, deeper WFGY bridge logic, and community-contributed implementation paths.**
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---
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## Closing note ✨
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The atlas tells you where the failure lives.
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This folder helps answer what to do next.
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That does not mean every repair is already finished.
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It means the repair ecosystem now has a place to grow in a structured way.
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