01 · Roasts
160 Repos, 8 Stars
You've accumulated 160 public repos over 15 years and netted a grand total of 8 stars. That's 0.05 stars per repo — technically not even a rounding error on the GitHub trending page.
The Empty 'ai' Repo
You created a repo literally called 'ai' on 2026-03-01 and pushed… nothing. Not a README, not a comment, not a hello world. The AI hype caught you mid-thought and you just left the oven on.
CI That Does Nothing
copilot-provider-4claude-code-router proudly sports a CI badge — but it's a copy-pasted SLSA3 boilerplate with placeholder artifacts and zero test coverage. That's not a pipeline, that's a decoration.
34 Public Commits in a Year
totalCommitsYear=34 means you averaged less than 3 commits per month publicly. The system charitably notes privateWorkLikely=true, so we can't fully roast you — but the public record is heroically quiet.
Certificates.git
Your 'certificates' repo is 16.5 MB of PDFs version-controlled in Git. You've essentially turned GitHub into a very slow, public filing cabinet for your LinkedIn achievements.
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% weight33F
- Consistency20% weight60C
- Quality20% weight22F
- Depth15% weight55D
- Breadth10% weight65C
- Community10% weight40D
03 · Stats
365-day commit heatmap
80 active days
Language distribution
- C#50%
- Python23%
- HTML7%
- JavaScript7%
- Gherkin6%
- Jupyter Notebook2%
- Other5%
04 · Numbers
Owned repos
non-fork
58
Commits
last 12 months
34
Followers
51
Joined GitHub
Apr 2009
05 · Top repos
jackliusr /
agents
Learning/exploration repository covering multiple agent frameworks (LangChain, CrewAI, Google ADK, Microsoft Agent Framework) with runnable examples but minimal documentation, no tests, and no license. Shows breadth of investigation but lacks production polish.
jackliusr /
copilot-provider-4claude-code-router
Personal setup helper for GitHub Copilot authentication and Claude Code Router integration, created 2026-03-18 with 3 commits. Addresses local configuration issues but lacks tests, comprehensive documentation, and production signals.
jackliusr /
jackliusr.github.io
Personal Hugo static site (github.io) with no documentation, tests, or CI. 30 recent commits over ~6 years show sustained personal use, but lacks production-ready structure and public utility.
jackliusr /
ssh-pods
Minimal Kubernetes demo project with 4 YAML manifests (pods, service, kustomization) for SSH testing. Created and pushed on 2026-04-02 (same day), 8 KB total size, no tests or CI. Educational scaffold rather than reusable tool.
jackliusr /
aspx-in-linux
Minimal experimental ASP.NET todo app demonstrating Mono + Nginx containerization. Created 2026-04-03 with only 1 commit in ~4 minutes. No tests, CI, license, or meaningful scope validation. Works as proof-of-concept but lacks production polish.
jackliusr /
certificates
Personal certificate archive with minimal code—a collection of PDF links and credentials, no software artifacts, code structure, or active development beyond version control.
jackliusr /
jackliusr
Personal profile repo with minimal code substance—only a README listing technologies studied. No executable code, tests, CI, license, or production artifacts. 18 commits over 6+ years represent sporadic activity rather than sustained development.
jackliusr /
ai
Empty scaffold repo with zero content, no documentation, no code, and no activity. This is a placeholder initialization with no meaningful implementation.
06 · Timeline
- Apr 4, 2009Joined GitHub
- Jul 13, 2020Created jackliusr
- Aug 20, 2020Created jackliusr.github.io — my hugo site
- Jun 18, 2022Created certificates
- Mar 1, 2026Created ai
- Mar 18, 2026Created copilot-provider-4claude-code-router
- Apr 2, 2026Created ssh-pods — ssh client and server pods with key configurations, authorized_keys to demo how to make it work in kubernetes environment
- Apr 3, 2026Created aspx-in-linux — aspx todo app in linux container
- Apr 19, 2026Created agents — learning on agents related topics
- Apr 27, 2026Most recent push to jackliusr.github.io
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.