01 · Roasts
The 6-Minute Architect
fittrack-gym-management has 8 routes, dual themes, full CRUD, and Recharts integration — all committed between 20:32 and 20:38. That's either a world record or a very fast Ctrl+V from somewhere.
Documentation > Execution
You've written ARCHITECTURE.md, design.md, STATUS.md, AND docs/ folders for repos that are 1 day old and have 1 commit. The docs outlive the code.
187 Commits, 44 Blank Weeks
Your heatmap is a ghost town for the first 44 weeks, then a fireworks show in the last 8. The account has existed since July 2025 but the commits only started in August 2026. Where were you for a year?
7 Products, 2 Followers
The profile README proudly lists 7 shipped products with 175+ API endpoints and 400+ tests. The audience: 2 followers, including presumably yourself.
Tests Are Optional (Apparently)
retailflow-saas has 231 tests and notemind has 159. SpendSmart, fittrack, and MindScribe combined: 0. The portfolio has a testing philosophy — it just only applies to 2 of 6 repos.
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% weight58D
- Consistency20% weight55D
- Quality20% weight72B
- Depth15% weight65C
- Breadth10% weight65C
- Community10% weight25F
03 · Stats
365-day commit heatmap
31 active days
Language distribution
- JavaScript42%
- TypeScript37%
- Java10%
- PLpgSQL7%
- CSS2%
- Python1%
- Other1%
04 · Numbers
Owned repos
non-fork
7
Commits
last 12 months
187
Followers
2
Joined GitHub
Jul 2025
05 · Top repos
Ahmadhsn1 /
notemind-app
Production-grade AI note app with semantic search, spaced repetition, and wikilinks. MERN stack, 159 tests, comprehensive security model (session revocation, per-user AI quotas, HTML sanitization), shipped with thoughtful architecture and detailed documentation despite minimal adoption (2 stars).
Ahmadhsn1 /
retailflow-saas
Purpose-built multi-tenant POS system for South Asian retail with strict domain modeling (integer paisa currency, khata credit ledgers, shift reconciliation). Well-documented Next.js 15 + Postgres codebase with 231 unit tests and domain-critical logic rigorously tested; single contributor, 1 star, nascent adoption.
Ahmadhsn1 /
Ahmadhsn1
Professional profile README generator in Python with SVG panel automation, documenting 7 shipped AI/full-stack products. Built for portfolio presentation with working tooling but minimal production substance.
Ahmadhsn1 /
SpendSmart
Personal Android expense tracker with Firebase backend, Material 3 UI, real-time Firestore sync. Fresh project (1 day old) with clean architecture, strict Firestore security rules, and comprehensive docs but minimal tests and early-stage star adoption.
Ahmadhsn1 /
MindScribe-android-app
Privacy-focused Android journaling app with solid initial documentation (README, design.md, ARCHITECTURE.md) and modern tech stack (Java, Firebase, Material Design 3). Launched same day with one commit; no tests or CI. Typed + documented + structured meets Quality ≥50, but single-day creation and minimal commit history
Ahmadhsn1 /
fittrack-gym-management
Early-stage React gym management dashboard with complete CRUD, dual-theme design token system, and hand-authored UI components. Functional showcase with minimal adoption signals, created and pushed within hours.
06 · Timeline
- Jul 13, 2025Joined GitHub
- Jul 11, 2026Created notemind-app
- Jul 25, 2026Created retailflow-saas — Multi-tenant retail POS, inventory and khata (credit ledger) platform for South Asian shops. Next.js 15 + Supabase Postgres, with tenant isolation enforced in the database by Row L
- Aug 13, 2026Created Ahmadhsn1
- Aug 23, 2026Created MindScribe-android-app — Privacy-first Android journaling app — biometric app lock, offline-first Firebase sync, mood analytics, and guided daily prompts. Java + Material Design 3.
- Aug 23, 2026Created fittrack-gym-management — Gym management dashboard built with React 19, Vite and Recharts. Eight routes, full CRUD, dual-theme design token system and zero UI dependencies.
- Aug 23, 2026Created SpendSmart — Real-time personal expense tracker for Android — Java, Firebase Auth + Cloud Firestore, Material 3. No backend server: Firestore Security Rules are the authorization layer.
- Aug 27, 2026Most recent push to Ahmadhsn1
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.