01 · Roasts
Portfolio, not pull requests
You have 119 recent commits across repos, but just 2 PRs this year and 2 followers. The shipping engine needs an audience lane.
CI is the missing tenant
SentinelAuth has PostgreSQL/Redis CI and tests; most of the rest of the portfolio skipped the same protection entirely.
Feature buffet
Flowdesk, LMS, PolicyPilot, and terminal all have serious feature lists—now pick a flagship and give it users, docs, and proof.
One-star authentication
SentinelAuth ships RLS, MFA, Redis defenses, and SDKs; GitHub has responded with exactly 1 star. Distribution remains the boss fight.
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% weight62C
- Consistency20% weight60C
- Quality20% weight72B
- Depth15% weight55D
- Breadth10% weight55D
- Community10% weight25F
03 · Stats
365-day commit heatmap
119 active days
Language distribution
- TypeScript67%
- JavaScript18%
- CSS8%
- C++3%
- Python2%
- HTML1%
- Other1%
04 · Numbers
Owned repos
non-fork
24
Commits
last 12 months
315
Followers
2
Joined GitHub
Oct 2024
05 · Top repos
ar106000a /
SentinelAuth
SentinelAuth is a documented, typed multi-tenant authentication platform with CI, integration tests, PostgreSQL RLS, Redis defenses, an AI risk service, and SDK packages, but has only 1 star and no demonstrated external adoption.
ar106000a /
terminal
Typed Next.js App Router portfolio terminal with a polished CRT interface, interactive command shell, and Zod/Nodemailer Gmail contact API; documented and structured, but lacks tests, CI, license, stars, and demonstrated external adoption.
ar106000a /
PolicyPilot
PolicyPilot is a substantial documented FastAPI/Next.js multi-tenant RAG application with hybrid retrieval, JWT/RBAC, document ingestion, chat sessions, and Docker deployment, but it shows no adoption, tests, CI, or sustained commit history.
ar106000a /
LMS-app
A typed Next.js LMS application with instructor course authoring, curriculum management, authentication, lesson playback, and progress tracking; it is structured and featureful but currently has no visible adoption, tests, CI, or license.
ar106000a /
Flowdesk-Frontend
A typed React/Vite Flowdesk frontend with auth, protected routing, realtime Kanban, invoicing, and a public client portal; it is structured and feature-rich but has no tests, CI, license, or demonstrated adoption.
ar106000a /
Flowdesk-backend
Flowdesk-backend is a substantial Express/Supabase freelancer project-management API with projects, tasks, invoices, dashboards, uploads, sockets, and PDF generation, but it has no tests, CI, documentation, license, or typed code.
ar106000a /
LMS-server
Typed Express/Prisma LMS backend with modular authentication, courses, enrollment, progress, and certificates, but it is an early-stage one-week project without tests, CI, documentation, license, or visible adoption.
ar106000a /
Construction-Ledger
A documented Vite/React and Vercel serverless construction ledger with transactional inventory sales, CSV exports, filtering, and a Neon SQL schema; useful functional scope but no adoption, tests, CI, license, or typed code.
ar106000a /
DS-Algo
A small C++ data-structures and algorithms practice repository with organized topic directories and roughly 22 recent commits, but no documentation, tests, CI, license, or demonstrated adoption.
ar106000a /
Psychology-with-Sara
A polished but one-shot static therapy landing page with substantial HTML/CSS/JS presentation work, but no documented product context, tests, CI, licensing, or evidence of adoption.
ar106000a /
LogCleaner
A tiny two-file JavaScript CLI that removes blank and DEBUG lines, but has no documentation, tests, CI, license, or demonstrated adoption and contains a newline-output bug.
ar106000a /
ar106000a
A README-only profile repository presenting three planned products and a technology stack, but no implementation files, tests, CI, license, or verifiable adoption.
06 · Timeline
- Oct 18, 2024Joined GitHub
- Apr 22, 2026Created SentinelAuth — Final year project
- Jun 8, 2026Created Flowdesk-Frontend
- Jun 8, 2026Created Flowdesk-backend
- Jun 8, 2026Created ar106000a
- Jun 17, 2026Created DS-Algo
- Jun 20, 2026Created terminal
- Jul 7, 2026Created Construction-Ledger
- Jul 12, 2026Created LMS-app
- Jul 12, 2026Created LMS-server
- Jul 15, 2026Created Psychology-with-Sara
- Aug 19, 2026Created LogCleaner
- Aug 20, 2026Created PolicyPilot
- Sep 12, 2026Most recent push to DS-Algo
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.