01 · Roasts
One-Shot Dumper
binary-rpc was created and pushed in a single session on 2026-03-07, http-server was born and abandoned in literally 10 seconds on 2026-03-06. Your repos have a shorter lifespan than GitHub's average PR review time.
Perpetually Pre-Launch
5 total stars across 75 public repos. That's 0.07 stars per repo. Your portfolio is a museum of features that shipped to an audience of zero — including yourself.
CI Allergy Diagnosed
Only 1 out of 8 analyzed repos has CI (gfs, and it was created the same day it was pushed). The other 7 repos are apparently self-testing through the power of vibes.
License? Never Heard of Her
Zero licenses found across your top repos. Technically, no one can legally use, copy, or modify any of your code. Congratulations on accidentally making everything proprietary.
Burst Builder Syndrome
bulliq: 30 commits in 22 days then silence. cage: 7 commits in 15 days then silence. gfs: 1 commit, full stop. You don't maintain projects — you perform them.
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
- Impact25% weight48D
- Consistency20% weight60C
- Quality20% weight69C
- Depth15% weight55D
- Breadth10% weight65C
- Community10% weight40D
03 · Stats
365-day commit heatmap
152 active days
Language distribution
- TypeScript77%
- Python8%
- Go6%
- Rust2%
- CSS1%
- Cuda1%
- Other5%
04 · Numbers
Owned repos
non-fork
53
Commits
last 12 months
356
Followers
15
Joined GitHub
Aug 2023
05 · Top repos
ayushk-1801 /
gfs
A GFS implementation in Go with master/chunkserver architecture, recovery mechanisms, and comprehensive testing. Strong typed code and test coverage, but zero GitHub adoption and recent single-day creation limit impact assessment.
ayushk-1801 /
bulliq
TypeScript Next.js + Python AI stock analysis platform with multi-agent pipeline, simulated trading, and educational quiz system. Typed architecture, documented design, structured codebase (~55MB), but no tests, CI, or license; created Mar 2026, 30 recent commits over ~3 weeks.
ayushk-1801 /
Raft-KV
Educational Raft implementation in Go with WAL, snapshotting, gRPC transport, and KV store. Recently active (7 commits in 30 days), clean architecture, typed language, comprehensive tests, but no license and minimal external adoption (0 stars).
ayushk-1801 /
optha-atlas
Early-stage TypeScript React frontend for OpthAtlas (ophthalmology database), with structured TanStack Router setup, Material-UI components, and comprehensive API client (src/api.ts). Typed language, clear file layout, and documented purpose. Experimental status: no tests, no CI, no license, minimal stars/forks, 2 mont
ayushk-1801 /
cage
Early-stage container runtime (~1.7k LOC) implementing namespaces, cgroups, and seccomp in Go. Typed, documented roadmap, structured packages (container/cgroup/namespace/seccomp), but only 7 commits in 15 days with no tests/CI. Functional prototype exploring containerization internals.
ayushk-1801 /
ayushk-1801
Personal GitHub profile configuration repo with minimal code content. README lists credentials and links but no actual project deliverables, tests, or CI. 61 KB footprint suggests profile customization files only.
ayushk-1801 /
binary-rpc
A minimal binary RPC framework scaffold in Go with protobuf codec, transport layer, and basic server/client. Created today (2026-03-07) with 1 commit; no README, no CI, no license, no .gitignore. Tests present but project is an early-stage one-shot dump.
ayushk-1801 /
http-server
Minimal Go HTTP server scaffold with basic request/response parsing, routing, and middleware. Created and pushed same day with no README or documentation. Functional but experimental.
06 · Timeline
- Aug 24, 2023Joined GitHub
- Oct 4, 2023Created ayushk-1801 — Config files for my GitHub profile.
- Feb 22, 2026Created optha-atlas
- Mar 6, 2026Created http-server
- Mar 7, 2026Created binary-rpc
- Mar 11, 2026Created cage
- Mar 26, 2026Created bulliq
- Mar 30, 2026Created Raft-KV — Distributed KV store from scratch with my own implementation of the Raft consensus algorithm in Go
- Apr 18, 2026Created gfs
- Apr 22, 2026Most recent push to optha-atlas
07 · Compare
08 · Rubric
How this score was produced
Overall = Σ (category × weight) + gentle top-end curve
Tier thresholds
▸ How the pipeline works
- 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.
- 02Triage.A small model reads every repo's file tree + README and picks the 20 files per repo that actually reveal how you code.
- 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.
- 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.
- 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.