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#20 — Top 98.4%

AkaraChen

AkaraChen

B

Solid engineer

Overall

0.0

/ 100

01 · Roasts

README? Never Heard of Her

about-blank has 3.5 years of commits and 804 KB of code. Its README says '# start'. That's it. Three and a half years and you wrote two words. One of them is a CSS value.

229 PRs, 99% Solo

You opened 229 PRs this year but soloPct is 99%. Those are self-PRs. You're having pull request conversations with yourself at industrial scale. Therapy is also a valid workflow.

Perpetual Early Access

inference-provider-registry, browser-terminal, luna, proxy-up — all fresh, all ambitious, all 0 stars. You're not shipping products, you're shipping product announcements to an empty room.

391 Stars, One Repo's Doing 51% of the Work

aghub has 200 of your 391 total stars. Strip that out and your entire public portfolio — 290+ repos — averages 0.65 stars each. The long tail is very, very long.

3,266 Commits and Still No Tests in 9 of 12 Repos

You commit more in a week than most developers do in a year, yet 75% of your sampled repos have HAS_TESTS=no. Quantity of commits is not a substitute for confidence that the code works.

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
    68C
  • Consistency
    20% weight
    95S
  • Quality
    20% weight
    69C
  • Depth
    15% weight
    65C
  • Breadth
    10% weight
    72B
  • Community
    10% weight
    65C

03 · Stats

365-day commit heatmap

361 active days

Less
More

Language distribution

7 langs
  • TypeScript56%
  • Rust38%
  • JavaScript3%
  • CSS1%
  • Less0%
  • Go0%
  • Other2%

04 · Numbers

Owned repos

non-fork

94

Commits

last 12 months

3,266

Followers

321

Joined GitHub

Jun 2021

05 · Top repos

AkaraChen /

aghub

60/100

Unified MCP/skill configuration hub for 22+ AI coding agents. Typed Rust (200 stars), documented (README + docs/ + ARCHITECTURE.md), structured multi-crate layout (agents, core, cli, api, desktop), CI/CD active. No unit tests HAS_TESTS=no, but shipping real product with Tauri desktop app and REST API.

I55Q70D50
READMECITyped
Rust20029d ago

AkaraChen /

nashi

58/100

Modern DOM manipulation library with jQuery-like chaining API. TypeScript-typed, documented, tested, and published to npm. Modest adoption (63 stars) with clean architecture, though no CI/CD automation present.

I45Q72D58
READMETestsTyped
JavaScript631mo ago

AkaraChen /

2code

57/100

Tauri + React + TypeScript desktop workstation with integrated terminal, git workflows, and file browsing. Typed, tested, CI-enabled, well-documented with design docs and proper multi-tier architecture across frontend and Rust backend.

I40Q70D62
READMETestsCITyped
TypeScript529d ago

AkaraChen /

proxy-up

57/100

Typed, well-documented gateway orchestration tool for LLM proxying (Go + TypeScript). Structured monorepo with tests, config system, and comprehensive docs (design.md, ARCHITECTURE.md). 494KB, ~30 recent commits over 1 month. No CI/license but working production-ready foundation.

I40Q70D60
READMETestsTyped
TypeScript01mo ago

AkaraChen /

browser-terminal

40/100

Early-stage local browser terminal in Rust using Axum, WebSocket, and Xterm.js. Well-documented with typed code and security-conscious architecture, but extremely fresh (1 day old) with minimal adoption signals.

I25Q60D35
READMETyped
Rust2429d ago

AkaraChen /

luna

38/100

A personal Rust daemon project integrating GitHub Projects with coding agents. Pre-production (heavy construction), minimal adoption (1 star), but demonstrates architectural ambition: typed codebase, multi-crate Cargo layout, documented workflow orchestration.

I25Q50D35
READMETyped
Rust129d ago

AkaraChen /

inference-provider-registry

33/100

Typed TypeScript registry with CI pipeline for AI model providers. Has README, schema validation, and automated daily model updates via GitHub Actions, but zero adoption signals and minimal commit history over short window.

I15Q50D35
READMECITyped
TypeScript028d ago

AkaraChen /

hazuki

32/100

Vue 3 + Vite template with 1GB codebase, 1+ year active commits, but minimal docs (generic scaffold README), no tests/CI/license, and 2 stars indicate experimental personal project.

I15Q35D45
READMETyped
TypeScript229d ago

AkaraChen /

next-progress

28/100

TypeScript React hook wrapper around NProgress for Next.js route progress indication. Minimal utility with proper types, config, and documentation but no tests and minimal commits (3 of last 30).

I15Q50D20
READMETyped
TypeScript029d ago

AkaraChen /

about-blank

28/100

Personal TypeScript project with minimal documentation (README contains only "# start"), no tests or CI, 804 KB codebase with 30 recent commits, but no clear output or functional scope visible.

I25Q25D35
READMETyped
TypeScript029d ago

AkaraChen /

proxy-in-menubar

25/100

Rust Tauri macOS menubar app example with MIT license. No tests, no CI, minimal commit activity (3 of last 30), but structured codebase (4250 KB suggests 80–120 LOC) and README present.

I15Q40D20
READMETyped
Rust01mo ago

AkaraChen /

react-components

23/100

Minimal TypeScript React component library with 0 stars, no tests or CI, thin documentation (README only), and 74 KB codebase. Published to npm as @akrc/rc but shows no adoption or community engagement.

I15Q35D20
READMETyped
TypeScript029d ago

06 · Timeline

  1. Jun 1, 2021
    Joined GitHub
  2. Oct 2, 2022
    Created about-blank
  3. Nov 1, 2022
    Created nashi — 🍐 The modern jQuery alternative.
  4. Mar 19, 2023
    Created react-components
  5. Mar 25, 2023
    Created next-progress
  6. May 25, 2025
    Created hazuki
  7. Feb 10, 2026
    Created 2code — The Vibe Coding Workstation — A desktop workspace where terminal, AI agents, and git live together for uninterrupted flow state
  8. Mar 2, 2026
    Created proxy-in-menubar
  9. Mar 16, 2026
    Created aghub — One hub for every AI coding agent. Unified configuration management for 22+ assistants.
  10. Apr 4, 2026
    Created proxy-up
  11. Apr 7, 2026
    Created inference-provider-registry
  12. Apr 29, 2026
    Created luna — Long-running coding-agent orchestrator for GitHub Projects
  13. May 4, 2026
    Created browser-terminal — A local browser-based terminal powered by Rust, PTY forwarding, WebSocket, and Xterm.js.
  14. May 6, 2026
    Most recent push to inference-provider-registry

07 · Compare

github.com/
AkaraChen · 6dmedian coder

08 · Rubric

How this score was produced

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

CategoryWeightScoreContrib.
Raw total73.3
Top-end curve+5.8
Final overall79.1

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.
AkaraChen · 79.1/100 — Rate My GitHub