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#37 — Top 97.0%

pixperk

Yashaswi Kumar Mishra

B

Solid engineer

Overall

0.0

/ 100

01 · Roasts

CI? Never Heard Of Her

116 public repos, 1046 commits this year, and not a single CI pipeline across any of the 12 analyzed repos. You clearly know how to ship — you just refuse to let machines verify it.

Paper Chaser

juzfs (GFS, 71★) and plethora (Dynamo, 80★) are both distributed systems paper implementations that popped off within days. Impressive — but at some point the world needs your *ideas*, not just Google's and Amazon's.

License? Optional, Apparently

Across 12 repos including two with 70+ stars each, licenses appear in exactly 0 of them. Congrats, your code is technically 'all rights reserved' by default. Very open source of you.

The 7-Hour Commit Sprint (relapse)

'relapse' dropped 2 commits in a 7-hour window, weighs 1865KB, has no README, no tests, no license, and no discernible purpose. Whatever relapsed, it wasn't your standards — those never showed up.

Burst Mode Activated

norway (5 days old), juzfs (6 days old), plethora (3 days old) — you build entire distributed systems faster than most people write their PRDs. Depth score says 65; timeline says 'needs therapy'.

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
    71B
  • Consistency
    20% weight
    72B
  • Quality
    20% weight
    72B
  • Depth
    15% weight
    70B
  • Breadth
    10% weight
    72B
  • Community
    10% weight
    55D

03 · Stats

365-day commit heatmap

284 active days

Less
More

Language distribution

7 langs
  • Go47%
  • Rust37%
  • TypeScript12%
  • Makefile1%
  • C++1%
  • Shell0%
  • Other2%

04 · Numbers

Owned repos

non-fork

97

Commits

last 12 months

1,046

Followers

286

Joined GitHub

Jul 2023

05 · Top repos

pixperk /

juzfs

65/100

Comprehensive Rust implementation of Google File System paper with 3-component architecture, async I/O, operation logging, checkpointing, and extensive test coverage. Shipped with typed language, structured layout, and working protocols.

I55Q75D65
READMETestsTyped
Rust712mo ago

pixperk /

plethora

65/100

Polished Dynamo implementation in Go (80 stars, 3 days old) with complete layered architecture: vector clocks, consistent hashing, sloppy quorum, merkle tree anti-entropy, and gRPC gossip. Well-tested and typed but young.

I55Q75D65
READMETestsTyped
Go803mo ago

pixperk /

chug

55/100

PostgreSQL-to-ClickHouse ETL pipeline with typed Go code, structured multi-file architecture, real-time web UI, and streaming ingestion. No tests or CI; lacks comprehensive error handling and some design documentation.

I40Q60D65
READMETyped
Go184mo ago

pixperk /

redis_in_rust

50/100

Full-featured async Redis clone in Rust with custom RESP parser, pub/sub, persistence, and TTL—actively developed, well-structured, but lacks tests, CI, and license.

I40Q60D50
READMETyped
Rust193mo ago

pixperk /

norway

48/100

Early-stage reverse proxy with custom DSL, load balancing, and health checks. Clean architecture (typed Go, multi-layer compilation pipeline, radix tree routing) but minimal adoption (5 stars, 0 forks, 5 days old).

I25Q72D48
READMETestsTyped
Go52mo ago

pixperk /

sptyt

45/100

Go-based Spotify-to-YouTube playlist converter with real-time WebSocket progress, multi-strategy track matching with Redis caching, OAuth token management, and analytics. Solid service architecture but thin public adoption (1 star, no external adoption signals).

I25Q60D50
READMETestsTyped
Go12mo ago

pixperk /

quest

40/100

Quest is a terminal HTTP client TUI built in Go with Bubble Tea. Typed, well-documented README with structured multi-file layout (internal/ui, internal/http, internal/styles, internal/syntax), but created recently (30 days old), lacks tests/CI, no license, and minimal adoption signals.

I25Q55D40
READMETyped
Go161mo ago

pixperk /

jpeg-carver

38/100

Go-based JPEG carver with forensic features (SHA-256, hex dumps, truncation detection). Well-structured codebase across 5+ packages, documented README, and typed language, but no tests, CI, or license. Recent burst of work (4 commits in 4 days) suggests experimental stage.

I25Q65D20
READMETyped
Go21mo ago

pixperk /

cd_assgn

32/100

Complete compiler for Kira language written in Go with all 5 classic phases (lexer, parser, semantic, IR, codegen). Well-documented, typed, multi-file architecture, but very new (1 day old), no tests, and experimental assignment scope.

I15Q60D20
READMETyped
Go11mo ago

pixperk /

newsletter_pix

30/100

Early-stage Go newsletter service with basic subscriber management. Has README and typed language, but no tests, CI, license, or actual email sending implementation. 26 commits over ~8.5 months shows modest sustained effort on a thin, incomplete codebase.

I15Q40D35
READMETyped
Go02mo ago

pixperk /

pixperk

10/100

Config-only GitHub profile repo with minimal content (43 KB), no source files, sparse 2-line README. Active recent commits but no functional codebase or meaningful documentation.

I5Q10D20
README
Unknown02mo ago

pixperk /

relapse

5/100

Minimal scaffold with 1865 KB size, 2 commits in 7 hours on 2026-03-27, no README, tests, CI, docs, or license. Empty or severely underdeveloped.

I5Q10D5
Unknown12mo ago

06 · Timeline

  1. Jul 18, 2023
    Joined GitHub
  2. Feb 5, 2025
    Created pixperk — Config files for my GitHub profile.
  3. Apr 7, 2025
    Created redis_in_rust — a full async redis server written in rust with custom persistence, pub/sub, and key expiry
  4. Jun 20, 2025
    Created chug — high-speed ETL pipeline from PostgreSQL to ClickHouse.
  5. Jun 28, 2025
    Created quest
  6. Jul 13, 2025
    Created newsletter_pix
  7. Nov 4, 2025
    Created sptyt
  8. Feb 17, 2026
    Created plethora — implementation of dynamo storage engine in go following the original paper
  9. Mar 17, 2026
    Created juzfs — a comprehensive implementation of "The Google File System" paper in rust
  10. Mar 21, 2026
    Created norway — fast, observable reverse proxy with its own config language.
  11. Mar 27, 2026
    Created relapse
  12. Apr 11, 2026
    Created jpeg-carver
  13. Apr 15, 2026
    Created cd_assgn
  14. Apr 15, 2026
    Most recent push to jpeg-carver

07 · Compare

github.com/
pixperk · 6dmedian coder

08 · Rubric

How this score was produced

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

CategoryWeightScoreContrib.
Raw total69.8
Top-end curve+6.0
Final overall75.7

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.
pixperk · 75.7/100 — Rate My GitHub