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Community Colab 📓
Notebook-based community demos and runnable repair assets
Quick links:
- Back to Community Fix Lab
- Back to Official Fixes
- Back to Fixes Hub
- Back to Atlas landing page
- Back to AI Eval Evidence
- Back to Atlas Hub
- Open the Flagship Runnable Demo Pack
- Open Templates
- Open Colab Template
- Get the Atlas Router TXT
If the Community Fix Lab is the broader entry page for community repair assets, this folder is the notebook lane for runnable teaching, replay-first case walkthroughs, and compact troubleshooting demos. 🧭
Use this folder when a case becomes easier to understand through a small runnable notebook, not just through static text, JSON fixtures, or prompt-only examples.
Short version:
official layer gives the repair grammar
this folder helps turn that grammar into runnable notebook examples
Quick start 🚀
I want to contribute a notebook
Use this path:
- decide whether the asset is really a notebook contribution
- route the case first with the atlas
- keep the notebook scoped to one case, one family, or one boundary cut
- show baseline behavior and repaired behavior clearly
- explain how to run it and what result to expect
I want to browse notebook assets
Use this path:
- open one notebook with a clear routing context
- identify the target case or family
- inspect the baseline behavior
- inspect the repaired behavior
- check the result note and limitations
Short version:
route first
keep the notebook small
make the behavior legible ✨
Colab quick map 🗂️
| If your asset is mainly... | Best folder |
|---|---|
| a runnable notebook walkthrough | Colab |
| a structured fixture or machine-readable case | JSON |
| a prompt asset or repair prompt pack | Prompts |
| a step-by-step repair sequence | Workflows |
| a before / after comparison slice | Benchmark Reruns |
| a portable one-case bundle | Reproduction Packs |
This folder is the right place when the notebook itself is the teaching surface.
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
- notebooks that make large benchmark claims without a clear method note
If the notebook is not clearly connected to atlas routing, it probably belongs somewhere else.
Suggested notebook pattern 🧩
A good notebook usually includes:
- short experiment description
- case or family target
- routing expectation
- baseline behavior
- repaired behavior
- short result interpretation
- 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.ipynbf5-observability-trace-demo-v1.ipynbf7-container-repair-demo-v1.ipynb
Keep names descriptive and compact.
What a good first notebook looks like 🌱
A strong first contribution usually looks like this:
- one case
- one notebook
- one routing decision
- one baseline view
- one repaired view
- one short explanation of what changed
Small, clean, scoped notebooks are much better than giant messy ones.
Before contributing 📚
Please read:
This helps keep notebook contributions aligned with atlas grammar instead of drifting into random demos.
Review standard ✅
A notebook contribution is much more likely to be accepted if it is:
- clearly named
- easy to read
- easy to run
- connected to atlas routing
- explicit about expected output
- honest about limitations
Messy power is still messy.
Clean small notebooks are more valuable.
Next steps ✨
After this page, most contributors continue with:
If you want the broader product surface:
One-line status 🌍
This folder holds community notebooks that turn atlas repair grammar into runnable teaching or troubleshooting assets.