From 98da63a19aaf0c67ec6ebf08b044b92bc5eca3ae Mon Sep 17 00:00:00 2001
From: PSBigBig + MiniPS <psbigbig@onestardao.com>
Date: Thu, 12 Mar 2026 23:45:36 +0800
Subject: [PATCH] Create README.md

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+<!--
+AI_NOTE_START
+
+Document role:
+This file explains what belongs in the community Colab folder.
+
+How to use this file:
+1. Read this page before adding any notebook or Colab-based contribution.
+2. Use this page to decide whether your contribution is really a notebook contribution.
+3. Use this page together with:
+   - [Community Fix Lab](../README.md)
+   - [Contribution Checklist](../../templates/contribution-checklist.md)
+   - [Colab Template](../../templates/colab-template.md)
+
+What this file is:
+- A folder-level guide for notebook-based community contributions
+- A scope filter for Colab or notebook assets
+- A lightweight quality guide for runnable community demos
+
+What this file is not:
+- Not the official flagship demo pack
+- Not the official atlas core
+- Not a dump folder for random notebooks
+
+Reading discipline for AI:
+- Treat notebook contributions as community extensions, not frozen core logic.
+- Preserve the distinction between official demos and community demos.
+
+AI_NOTE_END
+-->
+
+# Community Colab
+
+## Notebook-based community demos and runnable repair assets
+
+This folder is for community-contributed notebooks that help demonstrate atlas routing, first repair moves, or reproducible troubleshooting flows.
+
+Typical contributions here include:
+
+- small Colab demos
+- notebook-based repair walkthroughs
+- replay-first teaching notebooks
+- route-first, repair-second examples
+- compact reproductions of one atlas case
+
+---
+
+## What belongs here
+
+Good contributions for this folder include:
+
+- a notebook that demonstrates one family-level repair pattern
+- a notebook that replays one case clearly
+- a notebook that compares baseline and repaired outputs
+- a notebook that explains one boundary cut through runnable examples
+- a notebook that shows atlas routing before a deeper WFGY step
+
+A notebook here should be:
+
+- small enough to understand
+- easy to run
+- clearly scoped
+- tied to one clear routing logic
+- honest about what it does and does not prove
+
+---
+
+## What does not belong here
+
+Please do not use this folder for:
+
+- giant experimental notebooks with no explanation
+- notebooks with no routing context
+- notebooks that require many hidden manual steps
+- random prompt playgrounds with no case framing
+- notebooks that pretend to be official flagship demos
+
+If the notebook is not clearly connected to atlas routing, it probably belongs somewhere else.
+
+---
+
+## Suggested notebook pattern
+
+A good notebook usually includes:
+
+1. short experiment description
+2. case or family target
+3. routing expectation
+4. baseline behavior
+5. repaired behavior
+6. short result interpretation
+7. expected output or success note
+
+That is enough for a useful community notebook.
+
+---
+
+## Recommended file pattern
+
+A clean contribution can look like this:
+
+- one notebook file
+- one short README section inside the notebook or next to it
+- one small fixture if needed
+- one clear expected result note
+
+Suggested naming style:
+
+- `f1-grounding-demo-community-v1.ipynb`
+- `f5-observability-trace-demo-v1.ipynb`
+- `f7-container-repair-demo-v1.ipynb`
+
+Keep names descriptive and compact.
+
+---
+
+## Before contributing
+
+Please read:
+
+- [Community Fix Lab](../README.md)
+- [Contribution Checklist](../../templates/contribution-checklist.md)
+- [Colab Template](../../templates/colab-template.md)
+- [Family Fix Surface v1](../../official/family-fix-surface-v1.md)
+
+This helps keep notebook contributions aligned with atlas grammar.
+
+---
+
+## One-line status
+
+**This folder holds community notebooks that turn atlas repair grammar into runnable teaching or troubleshooting assets.**