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#82 — Top 93.2%

Hilo-Hilo

Hanson Wen

C

Getting there

Overall

0.0

/ 100

01 · Roasts

The Six-Month Hibernation

Your heatmap is a flat line from October through March — 22 weeks of near-zero commits — then suddenly 1,114 commits like you drank a case of Red Bull. Consistency is a habit, not a sprint.

TypeScript Supremacist

84% TypeScript. You're one language away from just having a config file. Python shows up at 13% like a shy roommate who pays rent but never speaks at dinner.

The Leak Archivist

You made a whole repo — claude-code — to back up Anthropic's leaked sourcemaps before they got DMCA'd. Bold archival energy, but 'I forked leaked code' is a strange line item on a Berkeley bio-ML résumé.

Sprint Engineer, Not Marathon Runner

yc-aixbio-hackathon: 30 commits in 7 days. pretext-image-engine: 23 commits in 13 days. wgs-analysis-pipeline is your only repo with 6+ months of history. You build fast and abandon faster.

Readme-First, Tests-Later (Maybe Never)

9 out of 12 repos have no test suite. Enso-Atlas and wgs-analysis-pipeline are the responsible adults in the room; the other 10 repos are just vibes and READMEs.

Built using

Zoral

Shadows one worker for a week, then takes over their job with zero extra setup. Behaves exactly like the original.

zoral.ai

02 · Category breakdown

  • Impact
    25% weight
    62C
  • Consistency
    20% weight
    65C
  • Quality
    20% weight
    72B
  • Depth
    15% weight
    65C
  • Breadth
    10% weight
    55D
  • Community
    10% weight
    55D

03 · Stats

365-day commit heatmap

143 active days

Less
More

Language distribution

7 langs
  • TypeScript84%
  • Python13%
  • Shell1%
  • JavaScript1%
  • HTML0%
  • Jupyter Notebook0%
  • Other1%

04 · Numbers

Owned repos

non-fork

19

Commits

last 12 months

1,114

Followers

18

Joined GitHub

Oct 2019

05 · Top repos

Hilo-Hilo /

Enso-Atlas

62/100

Enso Atlas is a modular, project-scoped pathology AI platform supporting multiple foundation models and cancer prediction tasks. Built on FastAPI with TransMIL inference, configurable embeddings, and MedGemma report generation. Typed Python backend, documented architecture, comprehensive test suite.

I55Q70D60
READMETestsCI
Python402mo ago

Hilo-Hilo /

pretext-image-engine

60/100

TypeScript image-layout library with full test & CI coverage, well-structured multi-file codebase (57KB), comprehensive docs, and npm packaging. Brand-new repo (14 days old) with 23 recent commits showing active development.

I40Q75D65
READMETestsCITyped
JavaScript01mo ago

Hilo-Hilo /

wgs-analysis-pipeline

60/100

Memory-optimized 16GB RAM WGS pipeline with end-to-end workflow (QC, trimming, alignment, variant calling), typed Python sample registry, comprehensive shell scripts with hardware auto-detection, CI/CD via GitHub Actions, and structured docs. Active portfolio project with non-trivial architecture.

I40Q75D65
READMETestsCI
Shell153mo ago

Hilo-Hilo /

yc-aixbio-hackathon

52/100

Y Combinator AI×Bio hackathon winner: tri-modal LUAD clinical decision support system fusing H&E pathology, RNA transcriptomics, and clinical data. Fast-moving 1-week sprint (30/30 commits, 2075 KB) with functional FastAPI backend, React web UI, and typed Python services. Research-only proxy without clinical license, b

I40Q65D50
READMETestsCI
Python22mo ago

Hilo-Hilo /

stack-stratification

38/100

Early-stage LUAD benchmarking framework comparing ARC Stack embeddings to PCA baselines on single-cell transcriptomics. Typed Python with structured layout, meaningful docs (README + ARCHITECTURE.md + STATUS.md), and runnable analysis scripts, but lacks tests, CI, and production maturity.

I25Q55D35
README
Python02mo ago

Hilo-Hilo /

Stack-Benchmarking

35/100

Research benchmarking project for Stack foundation model on cancer drug response prediction. Early-stage academic work with clear methodology but lacks tests, CI, and type hints. 25KB codebase with 7 commits in 13 days suggests focused burst development.

I25Q45D35
README
Python12mo ago

Hilo-Hilo /

DeepSeek-OCR-2-Web

28/100

DeepSeek OCR 2 Web is a multimodal document parsing system coupling DeepSeek-OCR-2 with Next.js frontend and FastAPI backend, optimized for DGX Spark. Early-stage burst project: ~140KB codebase, single-day commit (Feb 13), untyped Python, no tests/CI, README present but limited documentation. Well-structured services (

I15Q45D20
README
Python03mo ago

Hilo-Hilo /

resume-public

25/100

Personal resume distribution repo auto-published by private Actions workflow. Serves static PDF + metadata.json for hansonwen.dev; minimal self-contained scope with 122 KB and 5 commits over 3 days, no tests/CI/license.

I15Q40D20
README
Unknown01mo ago

Hilo-Hilo /

ptbxl-benchmark

23/100

ECG classification benchmark repo with well-documented clinical motivation but minimal codebase (19 KB), no tests, no CI, no implementation visible, and only 4 commits in 15 days—appears to be a specification/template project awaiting agent implementations.

I15Q35D20
README
Python01mo ago

Hilo-Hilo /

claude-code

18/100

A leaked sourcemap archive documenting Claude Code's internals with minimal original contribution—essentially a backup/analysis repo of third-party source discovered via npm security oversight.

I15Q35D5
README
Unknown02mo ago

Hilo-Hilo /

math-distillation-equational-theories-stage1-hive

15/100

Hive task scaffold for SAIR math competition prompt optimization; minimal bare-bones setup with single modifiable file (prompt_template.txt), no tests or CI, created and pushed same day.

I15Q25D5
README
Python01mo ago

Hilo-Hilo /

denovo-protein-design

15/100

Academic iGEM archive of 2 Jupyter notebooks for RFdiffusion protein design and AutoDock validation. Created and abandoned same day, no tests/CI/license, minimal infrastructure. Scholarly documentation but experimental scope.

I15Q25D5
README
Jupyter Notebook13mo ago

06 · Timeline

  1. Oct 29, 2019
    Joined GitHub
  2. Aug 30, 2025
    Created wgs-analysis-pipeline — Whole genome sequencing analysis pipeline and tools
  3. Jan 29, 2026
    Created Enso-Atlas — Universal on-premise pathology AI platform: plug in any foundation model, dataset, or cancer task hassle free.
  4. Feb 13, 2026
    Created DeepSeek-OCR-2-Web
  5. Feb 20, 2026
    Created denovo-protein-design — A two-step computational pipeline for the de novo design of novel protein binders and their structural validation. The pipeline leverages deep learning-based generative models for
  6. Feb 26, 2026
    Created Stack-Benchmarking — Benchmarking the Stack Foundation Model for out-of-distribution cancer drug response prediction with Evo 2 genotype augmentation
  7. Mar 2, 2026
    Created yc-aixbio-hackathon — Winning project at Y Combinator Bio/AI Hackathon: Tri-modal LUAD clinical decision support system; H&E pathology + RNA transcriptomics + clinical data fusion for treatment sequenci
  8. Mar 27, 2026
    Created ptbxl-benchmark — PTB-XL 12-lead ECG classification benchmark for Hive
  9. Mar 31, 2026
    Created claude-code — Claude Code's Source Code & Breakdown from a leaked map file in their NPM registry
  10. Apr 3, 2026
    Created stack-stratification — LUAD benchmarking with ARC Institute Stack embeddings
  11. Apr 6, 2026
    Created pretext-image-engine — Standalone image-aware text layout engine built on Pretext.
  12. Apr 18, 2026
    Created resume-public — Public companion to the private resume repo. Serves website-resume.pdf + metadata.json for hansonwen.dev. Auto-published by Actions; do not hand-edit.
  13. Apr 19, 2026
    Created math-distillation-equational-theories-stage1-hive — Hive task for prompt optimization on the SAIR Mathematics Distillation Challenge: Equational Theories Stage 1
  14. Apr 21, 2026
    Most recent push to resume-public

07 · Compare

github.com/
Hilo-Hilo · 6dmedian coder

08 · Rubric

How this score was produced

Overall = Σ (category × weight) + gentle top-end curve

CategoryWeightScoreContrib.
Raw total63.6
Top-end curve+5.6
Final overall69.2

Tier thresholds

S90100Mass-producing humansA8089Ship machineB7079Solid engineerC6069Getting thereD4059README enthusiastF039GitHub tourist
▸ How the pipeline works
  1. 01Scrape.Pull every non-fork repo pushed in the last 90 days, plus your contribution calendar, followers, and language byte counts — straight from GitHub's REST & GraphQL APIs.
  2. 02Triage.A small model reads every repo's file tree + README and picks the 20 files per repo that actually reveal how you code.
  3. 03Grade each repo. All repos run in parallel through a fast scoring model that reads the picked files and rates each one independently on Impact, Quality, and Depth — with evidence citations.
  4. 04Aggregate. A larger reasoning model combines the per-repo scores with server-computed stats (heatmap, commit cadence, language entropy, follower count) to produce the 6-dimension profile score + roasts.
  5. 05Correct.Deterministic server-side checks enforce anchor-scale floors (e.g. a profile with 2,000+ public commits can't score 30 Consistency) and recompute the final verdict.

~90 seconds per profile, ~$0.25 in compute. Total of ~240 files read across your top-12 repos. One rating per GitHub account per day.

▸ Data sources & caveats
  • Heatmap & commit totals: GitHub GraphQL contributionsCollection — covers the last 365 days, includes private repos when the user has opted in (default).
  • Language %: byte totals across the top 30 owned non-fork repos.
  • Curve: a small upward nudge centered on raw score ≈ 70, capping at 100. Prevents specialists from being unfairly penalised for narrow breadth.
  • Anchor corrections: when server-measured signals (e.g. privateWorkLikely, multiRepoVolume, follower count) mandate a minimum category score, the aggregation step enforces it. These are signal-conditional, not identity-based floors.
Hilo-Hilo · 69.2/100 — Rate My GitHub