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#44 — Top 97.0%

boredrhino

boredrhino

B

Solid engineer

Overall

0.0

/ 100

01 · Roasts

Commit Arsonist

36,928 commits in a year. That's 101 per day, every day. The heatmap is a solid wall of 4s. At some point 'prolific' becomes 'are you okay?'

Speed-Runner of Software Engineering

At least 7 repos created, populated, and 'finished' on August 10, 2026 — some within seconds of each other. You ship like your keyboard is on fire and GitHub is the only fire extinguisher.

Zero Stars, Zero Followers, Infinite Commits

63 public repos, 36,928 commits, 0 followers, 0 stars. You're basically doing open source in a soundproof room. The bored rhino codes alone.

text-game-webui: The Ghost Repo

text-game-webui was created AND pushed in literally one second (07:16:35 → 07:16:36), contains zero bytes, and scored a 2/100. It has a sibling project that references it. The ghost repo haunts your portfolio.

Research Paper Collector

NAG (arxiv:2505.21179), TriAttention with MIT/NVIDIA/ZJU authors, Triton Metal fork — you're implementing every ML paper that drops, but none of them have a single star to show for it yet.

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
    95S
  • Quality
    20% weight
    72B
  • Depth
    15% weight
    65C
  • Breadth
    10% weight
    80A
  • Community
    10% weight
    25F

03 · Stats

365-day commit heatmap

337 active days

Less
More

Language distribution

7 langs
  • HTML36%
  • Python28%
  • C++15%
  • TypeScript8%
  • Shell4%
  • MDX2%
  • Other7%

04 · Numbers

Owned repos

non-fork

63

Commits

last 12 months

36,928

Followers

0

Joined GitHub

Jan 2013

05 · Top repos

boredrhino /

universal-metal-flash-attention

57/100

Universal Metal Flash Attention FFI library with typed Swift/C code, comprehensive test suite, CI/CD pipeline, and multi-language bindings (Rust/Python/Objective-C). Well-documented proof-of-concept shipping zero-copy GPU operations on Apple Silicon with quantization support.

I40Q75D50
READMETestsCITyped
Swift022d ago

boredrhino /

ComfyUI-NAG

50/100

ComfyUI plugin implementing Normalized Attention Guidance (NAG) for diffusion models. Typed Python code with clear module structure, comprehensive README with examples, supports Flux/SDXL/SD3.5 and video models. Under 2 weeks old with 30 commits and focused scope.

I40Q60D50
README
Python022d ago

boredrhino /

TrainingSample

42/100

Rust image transform library with Python bindings, SIMD optimizations, and OpenCV integration. 0 stars, created 2 days ago; typed Rust codebase with comprehensive tests, CI, docs, but nascent adoption.

I25Q60D40
READMETestsCITyped
Rust022d ago

boredrhino /

webshart

40/100

Early-stage Rust/Python library for indexed webdataset tar reading with batch operations, aspect bucketing, and resumable training. Just pushed 16 hours ago with 260KB codebase and comprehensive test coverage but zero adoption signals yet.

I25Q60D35
READMETestsCITyped
Rust022d ago

boredrhino /

triattention

38/100

TriAttention: KV cache compression research artifact implementing trigonometric frequency-domain scoring for long-context LLMs. Typed Python project with comprehensive documentation (design.md, ARCHITECTURE.md, docs/ folder) and production-grade vLLM/SGLang integration code, but no tests/CI and brand-new repository (30

I25Q50D35
README
Python022d ago

boredrhino /

text-game-engine

38/100

Zork-style text game engine with SQLAlchemy persistence, optimistic concurrency control, and LLM backend support. Recently created (1 day old), typed in places, structured modules, comprehensive documentation, but unproven adoption and minimal commit history.

I25Q60D20
READMETests
Python022d ago

boredrhino /

text-game-benchmark

35/100

Text-game RPG scenario benchmark harness with JSON-based LLM compliance testing framework. Typed Python, structured checks system, but brand-new (created Aug 10, 2026, last push same day), no README, and 0 stars—early experimental stage.

I25Q50D20
Tests
Python022d ago

boredrhino /

VT-LoRA

32/100

Early-stage diffusion LoRA fine-tuning research implementation with comprehensive documentation but minimal activity. Single burst commit (5 of last 30), no tests, untyped Python, but architecturally sound with design docs and working trainer/inference code for SDXL models.

I25Q50D20
README
Python022d ago

boredrhino /

triton-metal

25/100

Fresh fork of Triton compiler (MLIR) with 91.8 MB codebase, comprehensive docs (design.md, ARCHITECTURE.md), CI+tests present, but minimal independent history (0 stars, 30 commits, created Aug 10 2026).

I5Q50D20
READMETestsCI
MLIR022d ago

boredrhino /

workers-sdk

15/100

Fresh fork/clone of Cloudflare Workers SDK with zero stars/forks. Typed, documented, tested infrastructure present but created and abandoned same day—scaffold-stage adoption with no maintained output.

I5Q40D5
READMETestsCITyped
TypeScript022d ago

boredrhino /

text-engine-webui-theme-template

15/100

Template scaffold for text-game-webui themes with minimal content (3 KB, 1 commit in 14 seconds). README explains usage but no actual implementation, tests, CI, or license.

I15Q25D5
README
Python022d ago

boredrhino /

text-game-webui

2/100

Empty scaffold with no files, documentation, or commit history. Created and pushed on same second (2026-08-10); no actual development work present.

I5Q0D5
Unknown022d ago

06 · Timeline

  1. Jan 6, 2013
    Joined GitHub
  2. Aug 10, 2026
    Created ComfyUI-NAG — ComfyUI implementation for Normalised Attention Guidance (with Z-Image supported)
  3. Aug 10, 2026
    Created text-engine-webui-theme-template — An example template for text-game-webui
  4. Aug 10, 2026
    Created text-game-benchmark — Benchmark language models using open-set RPG simulation test harness
  5. Aug 10, 2026
    Created text-game-engine — A zork-like game engine written for the modern era of language models.
  6. Aug 10, 2026
    Created text-game-webui — A local web interface and API for the text-game-engine RPG backend.
  7. Aug 10, 2026
    Created TrainingSample — Rust-backed image transforms providing high-performance Python bindings.
  8. Aug 10, 2026
    Created triattention — TriAttention — Efficient long reasoning with trigonometric KV cache compression. Enables OpenClaw local deployment on memory-constrained GPUs.
  9. Aug 10, 2026
    Created triton-metal — Development repository for the Triton language and compiler
  10. Aug 10, 2026
    Created universal-metal-flash-attention — A universal adapter including zero-copy Python bindings for Philip Turner's metal flash attention library.
  11. Aug 10, 2026
    Created VT-LoRA — VT-LoRA: Video-oriented T-LoRA extension.
  12. Aug 10, 2026
    Created webshart — fast, indexed, sharded datasets for python written in rust
  13. Aug 10, 2026
    Created workers-sdk — ⛅️ Home to Wrangler, the CLI for Cloudflare Workers®
  14. Aug 10, 2026
    Most recent push to ComfyUI-NAG

07 · Compare

github.com/
boredrhino · 6dmedian coder

08 · Rubric

How this score was produced

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

CategoryWeightScoreContrib.
Raw total69.2
Top-end curve+5.9
Final overall75.1

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.
boredrhino · 75.1/100 — Rate My GitHub