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# Allen Institute Nautilex 2026 Challenge Capsules
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This repository documents an AI-driven implementation sprint for the **Allen Institute Nautilex 2026** hackathon challenges.
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The goal was simple: take the challenge prompts, build a **Code Ocean capsule** for each one, run them as standalone research products, review the results honestly, and iterate fast.
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Over **4 days** and **3 implementation / review iterations**, the work was driven through **Code Ocean Aqua** and **Claude Code**:
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- **Aqua** was used as the Code Ocean agent layer for building and running the capsules.
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- **Claude Code** was used as the coding agent to implement and revise the capsules.
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- Claude Code was also used as a critic across iterations to review outputs, identify gaps, and drive the next round of fixes.
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## Live Atlas
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- **GitHub Pages atlas:** https://codeocean.github.io/challenges-capsules/
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- **Repo atlas source:** [index.html](./index.html)
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- **Repo capsule index:** [index.md](./index.md)
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- **Iteration 03 summary:** [working-capsules-summary.md](./review-challanges-iteration-03/working-capsules-summary.md)
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## Outcome
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The current repo snapshot covers **15 capsules** for **Challenges 02-16**.
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- **10 completed**
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- **4 partially completed**
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- **1 blocked**
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The most important outcome is not just the code. It is the combination of:
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- runnable capsule implementations
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- capsule-specific READMEs
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- review summaries with honest limitations
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- a local and hosted HTML atlas for fast navigation
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## What Is In This Repo
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- `challenge_02_*` to `challenge_16_*`: the capsule codebases
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- [`index.html`](./index.html): the main navigable atlas
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- [`docs/`](./docs): styled HTML pages for every local README and review summary
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- [`review-challanges-iteration-03/`](./review-challanges-iteration-03): iteration-03 review bundle
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- [`build-embedded-docs.mjs`](./build-embedded-docs.mjs): rebuilds the embedded markdown bundle
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- [`build-static-doc-pages.mjs`](./build-static-doc-pages.mjs): regenerates the static HTML doc pages
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## Quick Navigation
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| Challenge | Capsule | Status | Live README | Live Review |
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|---|---|---:|---|---|
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| 02 | Agentic Data Harmonization | Completed | [README](https://codeocean.github.io/challenges-capsules/docs/challenge-02-readme.html) | [Review](https://codeocean.github.io/challenges-capsules/docs/challenge-02-review.html) |
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| 03 | Enhancer Designer | Completed | [README](https://codeocean.github.io/challenges-capsules/docs/challenge-03-readme.html) | [Review](https://codeocean.github.io/challenges-capsules/docs/challenge-03-review.html) |
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| 04 | Light Sheet Alignment QC | Completed | [README](https://codeocean.github.io/challenges-capsules/docs/challenge-04-readme.html) | [Review](https://codeocean.github.io/challenges-capsules/docs/challenge-04-review.html) |
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| 05 | Automate Your Productivity | Partial | [README](https://codeocean.github.io/challenges-capsules/docs/challenge-05-readme.html) | [Review](https://codeocean.github.io/challenges-capsules/docs/challenge-05-review.html) |
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| 06 | Plasmid Forge | Partial | [README](https://codeocean.github.io/challenges-capsules/docs/challenge-06-readme.html) | [Review](https://codeocean.github.io/challenges-capsules/docs/challenge-06-review.html) |
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| 07 | Engineering Automation | Completed | [README](https://codeocean.github.io/challenges-capsules/docs/challenge-07-readme.html) | [Review](https://codeocean.github.io/challenges-capsules/docs/challenge-07-review.html) |
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| 08 | Query BFF | Completed | [README](https://codeocean.github.io/challenges-capsules/docs/challenge-08-readme.html) | [Review](https://codeocean.github.io/challenges-capsules/docs/challenge-08-review.html) |
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| 09 | BindCrafting | Partial | [README](https://codeocean.github.io/challenges-capsules/docs/challenge-09-readme.html) | [Review](https://codeocean.github.io/challenges-capsules/docs/challenge-09-review.html) |
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| 10 | NeuroBase Foundation Model Evaluation | Blocked | [README](https://codeocean.github.io/challenges-capsules/docs/challenge-10-readme.html) | [Review](https://codeocean.github.io/challenges-capsules/docs/challenge-10-review.html) |
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| 11 | ABC Atlas Literature Assistant | Completed | [README](https://codeocean.github.io/challenges-capsules/docs/challenge-11-readme.html) | [Review](https://codeocean.github.io/challenges-capsules/docs/challenge-11-review.html) |
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| 12 | Brain Map + BKP Assistant | Completed | [README](https://codeocean.github.io/challenges-capsules/docs/challenge-12-readme.html) | [Review](https://codeocean.github.io/challenges-capsules/docs/challenge-12-review.html) |
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| 13 | Croissant Pipeline | Completed | [README](https://codeocean.github.io/challenges-capsules/docs/challenge-13-readme.html) | [Review](https://codeocean.github.io/challenges-capsules/docs/challenge-13-review.html) |
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| 14 | Segment Intestine Villi | Completed | [README](https://codeocean.github.io/challenges-capsules/docs/challenge-14-readme.html) | [Review](https://codeocean.github.io/challenges-capsules/docs/challenge-14-review.html) |
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| 15 | Allen Single Cell Model Pantry | Partial | [README](https://codeocean.github.io/challenges-capsules/docs/challenge-15-readme.html) | [Review](https://codeocean.github.io/challenges-capsules/docs/challenge-15-review.html) |
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| 16 | SciDEX | Completed | [README](https://codeocean.github.io/challenges-capsules/docs/challenge-16-readme.html) | [Review](https://codeocean.github.io/challenges-capsules/docs/challenge-16-review.html) |
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## Fastest Way To Explore
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1. Open the live atlas: https://codeocean.github.io/challenges-capsules/
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2. Use the sortable top table to scan by challenge, status, inputs, or usage mode.
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3. Open any capsule's HTML README or review page for the styled document view.
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4. Jump into the matching `challenge_*` folder when you want to iterate on the code.
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## Quick Iteration Loop
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When capsule code or review markdown changes, regenerate the local docs:
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```bash
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node build-embedded-docs.mjs
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node build-static-doc-pages.mjs
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```
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Then reopen [`index.html`](./index.html) locally or refresh the GitHub Pages site after pushing.
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## Notes
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- The current cloned challenge set in this repo starts at **Challenge 02**.
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- The review status labels are intentionally honest: some capsules are strong demonstrations, some are incomplete, and one remains blocked.
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- The atlas and doc pages are static and can be opened directly in a browser over `file://`, with no local server required.

index.html

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<p class="brand-note">A local, navigable guide to the Allen challenge capsules.</p>
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</div>
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</div>
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<h1>Allen challenge capsules, explained as runnable Code Ocean products.</h1>
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<h1>Allen Institute Nautilex 2026 challenges, solved by Code Ocean Aqua as Code Ocean capsules.</h1>
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<p class="hero-intro">
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Explore how each capsule frames a research problem, how the codebase solves
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it, what to attach in Code Ocean, and what outputs to expect. The table is

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