01 · Roasts
The Invisible Contributor
Bio proudly reads 'Open Source Contributor @ Jenkins & YC Startup' yet the public record shows 0 PRs, 0 issues, and 0 followers in the past year. The contributions may be real — but they're hiding harder than your commits.
Speed Coder, Ghost Deployer
9 of your 12 analyzed repos were built in under 24 hours. vibe-code-cup was literally committed in 2 minutes and 11 seconds. You ship fast and disappear faster — a hackathon assembly line with no one waiting at the finish line.
CI? That's Someone Else's Problem
Only 2 of 12 repos have CI. vaultVK with a C++ distributed system has a pipeline; stellarmind, flamki-vector-search, and kavachai — all perfectly capable of one — do not. The tests you did write have no one running them automatically.
101 Repos, 1 Star
You've published 101 public repositories since August 2022 and accumulated a grand total of 1 star. At this rate, you'll hit 100 stars sometime around 2122. Quality over quantity is a policy, not a suggestion.
The Heatmap Void
Your public contribution heatmap is 52 consecutive weeks of pure zeros. Even accounting for private work, that's a GitHub profile that looks like it was abandoned mid-thought. The resume says active; the graph says otherwise.
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% weight68C
- Consistency20% weight60C
- Quality20% weight62C
- Depth15% weight55D
- Breadth10% weight80A
- Community10% weight25F
03 · Stats
365-day commit heatmap
0 active days
Language distribution
- TypeScript29%
- Python27%
- Jupyter Notebook25%
- JavaScript10%
- C++2%
- CSS2%
- Other5%
04 · Numbers
Owned repos
non-fork
40
Commits
last 12 months
0
Followers
0
Joined GitHub
Aug 2022
05 · Top repos
Flamki /
vaultVK
A 177 KB distributed key-value system with C++17 engine, FastAPI gateway, React frontend, Docker Compose stack, and comprehensive CI/CD. Typed, tested, documented, and live-deployed but brand-new (created 2026-03-19, 16 recent commits).
Flamki /
incident-autopilot
Full-stack incident response platform prototype with typed Python/TypeScript, documented architecture, CI/tests, and live deployments—but nascent (2 days old, 20 commits) with zero external adoption or named product positioning.
Flamki /
shadowswap
Early-stage privacy-focused DEX prototype with React frontend + Solidity smart contracts using FHE encryption. TypeScript + tests present but limited production readiness; experimental burst of work across 7 commits in <24 hours.
Flamki /
content-broadcasting-system
Young Node.js/Express backend with JWT auth, PostgreSQL/Prisma, Redis caching, and role-based content approval workflow. Well-documented with ARCHITECTURE.md and OpenAPI spec, but minimal commit history and zero adoption.
Flamki /
vectorshift-frontend-technical-assessment
Technical assessment submission implementing a React-based pipeline node editor with 10+ node types, dynamic templating, Zustand state management, FastAPI backend with DAG validation, and 569 KB of working code—complete but undeployed, no tests, no CI.
Flamki /
flamki-vector-search
Hackathon project: local-first multimodal semantic search (text, image, audio) with FastAPI, CLIP embeddings, and Actian VectorAI DB. Shipped working demo with 2,781 files indexed; spans 3 stages (parsing, embedding, search) and includes React PWA. Early-stage codebase without tests, CI, or license.
Flamki /
meetingmind-plusplus-airia
Personal Python project integrating meeting transcripts with Airia API and fanout to Slack/Jira/Email. Typed code, structured multi-file layout, docs, tests, but brand-new (3d old), minimal stars/adoption, unpolished finish (incomplete README, no license).
Flamki /
kavachai
TypeScript/Python security scanning app (URL/email/hash analysis) with FastAPI backend, React frontend, and integrations to VirusTotal, URLScan, GSB. Typed, documented, structured but nascent—created 2026-03-25, 7 commits, no tests/CI/license.
Flamki /
vibe-code-cup-challenge1-public-copy
A competition entry implementing a chess AI agent with negamax search, tapered evaluation, Zobrist hashing, and null-move pruning. Well-documented submission with test coverage and deterministic guarantees, but created as a one-off challenge response with 12 recent commits over ~2.5 minutes.
Flamki /
stellarmind
Early-stage AI agent marketplace on Stellar testnet with x402 payments. JavaScript project with MIT license and README, but no tests, CI, or type safety. Created Apr 2026 with 21 of 30 recent commits (single-week sprint).
Flamki /
schemesaathi
Hackathon submission (created 2026-03-22, 4 commits in ~41 min) for AI-powered welfare scheme discovery. 46 KB untyped JavaScript, no tests/CI/license, minimal source samples. Early-stage experimental project.
Flamki /
devmind
One-shot generated scaffold for Gemini API integration; minimal code (69 KB), single commit, no tests/CI. Appears to be AI-generated boilerplate from a hosted service rather than a sustained project.
06 · Timeline
- Aug 20, 2022Joined GitHub
- Mar 17, 2026Created devmind
- Mar 18, 2026Created meetingmind-plusplus-airia
- Mar 19, 2026Created vaultVK
- Mar 22, 2026Created schemesaathi
- Mar 23, 2026Created shadowswap
- Mar 24, 2026Created incident-autopilot
- Mar 25, 2026Created kavachai
- Apr 11, 2026Created vibe-code-cup-challenge1-public-copy
- Apr 12, 2026Created stellarmind — AI Agent Marketplace with x402 Micropayments on Stellar — Claude-powered agents that buy, sell, and earn autonomously
- Apr 19, 2026Created flamki-vector-search — Flamki Vector Search: local-first multimodal search with Actian VectorAI DB
- Apr 26, 2026Created content-broadcasting-system — Content Broadcasting System - Backend API with Node.js, Express, PostgreSQL, JWT Auth, RBAC, Redis Caching, and Subject-based Content Rotation
- May 3, 2026Created vectorshift-frontend-technical-assessment
- May 3, 2026Most recent push to vectorshift-frontend-technical-assessment
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.