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#280 — Top 81.8%

Sayanduary

Sayan Duary

C

Getting there

Overall

0.0

/ 100

01 · Roasts

CI allergy

Eleven scored repos, and CI is absent from every one. The build pipeline is currently a belief system.

Starving portfolio

Flowio, Zentra, ContractAI, and the chat app ship serious feature lists, yet the account totals only 9 stars.

Test rationing

Only ContractAI and the Express template show tests; the RAG and SaaS projects are running mostly on optimism.

Horizontal grinder

183 sampled commits across repos says you build constantly; 432 yearly commits make the empty heatmap weeks look like strategic silence.

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
    63C
  • Consistency
    20% weight
    65C
  • Quality
    20% weight
    57D
  • Depth
    15% weight
    58D
  • Breadth
    10% weight
    65C
  • Community
    10% weight
    25F

03 · Stats

365-day commit heatmap

72 active days

Less
More

Language distribution

7 langs
  • JavaScript63%
  • TypeScript23%
  • Python11%
  • CSS1%
  • C++1%
  • HTML0%
  • Other1%

04 · Numbers

Owned repos

non-fork

83

Commits

last 12 months

432

Followers

6

Joined GitHub

May 2022

05 · Top repos

Sayanduary /

Flowio-Project-Management-FullStackApp

48/100

Flowio is a named, deployed project-management SaaS with Clerk-authenticated workspaces, Prisma/PostgreSQL data modeling, task views, analytics, comments, and Inngest email workflows, but it lacks tests, CI, licensing, and typed code.

I55Q52D35
README
JavaScript0this week

Sayanduary /

gdrive-rag-system

47/100

Zentra is a substantial full-stack Google Drive RAG application with FastAPI, React, PostgreSQL/pgvector, embeddings, OCR, OAuth, streaming chat, and background ingestion, but it has no demonstrated adoption or automated validation.

I25Q60D50
README
Python016d ago

Sayanduary /

sayanduary-portfolio

38/100

A polished React/Vite portfolio site presenting five named projects, interactive theme/navigation/contact features, and substantial component styling, but with 0 stars, no external-adoption evidence, no tests or CI, and no project documentation.

I25Q40D50
JavaScript017d ago

Sayanduary /

CodeMind-Fullstack-ai-agent

35/100

Typed Next.js chat UI scaffold with substantial reusable AI-element components, but core chat submission is still console-only and the repository lacks tests, CI, license, and product documentation.

I20Q50D35
READMETyped
TypeScript0this week

Sayanduary /

chat-app-fullstack-socket_io

34/100

A documented JavaScript React/Express chat application with MongoDB, JWT auth, Socket.io typing and WebRTC signaling, plus image uploads and email integration; it has meaningful feature scope but no tests, CI, license, or adoption signals.

I25Q40D35
README
JavaScript01mo ago

Sayanduary /

mernstack-c-node-template

33/100

A small TypeScript Express starter with basic logging, error handling, and two Jest tests; it is structured and typed but has no documented product, adoption signals, CI, or license.

I20Q45D35
TestsTyped
TypeScript01mo ago

Sayanduary /

google-calender-agent-v2

32/100

Typed Bun/TypeScript calendar agent with LangGraph tool orchestration, Google OAuth, event CRUD, and a terminal UI; documented by README and plan.md but lacks tests, CI, and a license.

I20Q50D25
READMETyped
TypeScript010d ago

Sayanduary /

ai-contract-management

30/100

A documented JavaScript contract-management MVP with PDF ingestion, pgvector RAG, LangGraph Q&A, AI risk analysis, reminders, and React workflows, but no visible adoption, CI, license, or production hardening.

I20Q48D20
READMETests
JavaScript0this week

Sayanduary /

Sayanduary

25/100

A GitHub profile-style repository centered on a richly formatted README, with no sampled source files, tests, CI, license, or demonstrated external adoption.

I20Q25D35
README
Unknown01mo ago

Sayanduary /

go-start

22/100

A small Go learning repository containing numbered examples for functions, closures, pointers, structs, interfaces, enums, and generics, but no documented product, tests, CI, or adoption signals.

I15Q30D20
Typed
Go01mo ago

Sayanduary /

ping-panda

15/100

A very early Next.js/TypeScript scaffold with Prisma and Tailwind utility setup, but only two sampled commits, no product-specific README content, sparse page sections, and an incomplete MaxWidthWrapper implementation.

I15Q35D5
READMETyped
TypeScript02mo ago

06 · Timeline

  1. May 4, 2022
    Joined GitHub
  2. Nov 22, 2023
    Created Sayanduary
  3. Feb 26, 2025
    Created sayanduary-portfolio
  4. Jul 4, 2026
    Created ping-panda
  5. Jul 4, 2026
    Created chat-app-fullstack-socket_io
  6. Jul 24, 2026
    Created mernstack-c-node-template
  7. Aug 3, 2026
    Created go-start
  8. Aug 16, 2026
    Created gdrive-rag-system
  9. Aug 25, 2026
    Created google-calender-agent-v2
  10. Sep 1, 2026
    Created CodeMind-Fullstack-ai-agent
  11. Sep 2, 2026
    Created Flowio-Project-Management-FullStackApp
  12. Sep 3, 2026
    Created ai-contract-management
  13. Sep 3, 2026
    Most recent push to Flowio-Project-Management-FullStackApp

07 · Compare

github.com/
Sayanduary · 6dmedian coder

08 · Rubric

How this score was produced

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

CategoryWeightScoreContrib.
Raw total57.8
Top-end curve+4.5
Final overall62.3

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.
Sayanduary · 62.3/100 — Rate My GitHub