01 · Roasts
Serial IDE Starter
You've built JereIDE AND JereIDE_wx — two separate code editors — yet neither has shipped to a single real user. Pick one and finish it before the third IDE shows up.
The Heatmap Winter
Weeks 3–23 of your heatmap are basically a tundra. 568 commits in a year sounds decent until you realize half of them happened in the last 6 weeks. Consistency is not a sprint.
1+1=2 Is Not a Test Suite
jerenotes has HAS_TESTS=yes — impressive, until you read that the entire test is 'assert 1 + 1 == 2'. That's not testing your app, that's testing arithmetic.
README? Never Heard of Her
5 out of 9 analyzed repos have no README. You're a CEO who can't document what his company makes. RampageBot, RampChat, wake-up-streamlit, jeremy-qian.github.io — all launched naked into the world.
41 PRs, 3 Followers
You've opened 41 pull requests this year on other people's code — genuinely active in the open-source world — yet only 3 people follow you. The networking is not matching the output.
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% weight65C
- Quality20% weight57D
- Depth15% weight58D
- Breadth10% weight55D
- Community10% weight40D
03 · Stats
365-day commit heatmap
89 active days
Language distribution
- Python42%
- HTML32%
- TeX25%
- C++1%
- CSS0%
04 · Numbers
Owned repos
non-fork
14
Commits
last 12 months
568
Followers
3
Joined GitHub
Mar 2025
05 · Top repos
Jeremy-Qian /
JereIDE_wx
AI-assisted wxPython IDE with functional editor, multi-tab notebook, file I/O, and Python syntax highlighting. Typed Python, well-documented, structured architecture. Early-stage experimental project with macOS CI.
Jeremy-Qian /
JereIDE
Beta-stage Python code editor built on PySide6 with native macOS integration. Typed Python, structured multi-file layout, and comprehensive config system. Early-stage indie project with limited adoption (2 stars, beta status).
Jeremy-Qian /
jerechat
Personal Streamlit chatbot project with A/B testing infrastructure, PyTorch-based response generation, and Supabase integration. Early-stage application with functional feature set but lacks tests, CI/CD, and type hints in Python code.
Jeremy-Qian /
RampageBot
A beginner chatbot project for "The Rampage" newspaper, built with TF-IDF and NLTK. Minimal documentation, no tests, no CI, no license. 8 days old with 30 commits in a short burst.
Jeremy-Qian /
wake-up-streamlit
Minimal personal Streamlit project with no README, no tests, no license, and only 5 KB of code. Recent CI presence suggests active tinkering but lacks documentation and structure for meaningful adoption.
Jeremy-Qian /
jerenotes
Fresh Briefcase-scaffolded wrapper app around manifest.app webview. One commit, 1 star, minimal logic, placeholder test. Designed but not shipped as a real product.
Jeremy-Qian /
jeremy-qian.github.io
Personal GitHub Pages site with minimal content; 75 KB HTML repo, 1 star, no README, docs, tests, or CI. Appears to be a nascent portfolio scaffold.
Jeremy-Qian /
Jeremy-Qian
Profile README repo with minimal content (3 KB, no files), auto-generated GitHub streak badge, and contact email. No functional code, tests, or documentation beyond a profile display template.
Jeremy-Qian /
RampChat
Empty scaffold with minimal viable Python project structure. Created and pushed same day with 1 commit. No README, tests, CI, or meaningful code—classic one-shot dump lacking any documentation or substance.
06 · Timeline
- Mar 8, 2025Joined GitHub
- May 10, 2025Created Jeremy-Qian — Config files for my GitHub profile.
- Nov 17, 2025Created jeremy-qian.github.io
- Nov 17, 2025Created jerechat
- Feb 23, 2026Created wake-up-streamlit
- Mar 2, 2026Created RampChat
- Mar 12, 2026Created jerenotes — A simple note app that is built on Toga/Briefcase.
- Apr 17, 2026Created JereIDE_wx
- Apr 28, 2026Created JereIDE — The fast simple code editor, in progress and in beta, built with PyObjC, Pyte, and PySide6
- May 13, 2026Created RampageBot
- May 26, 2026Most recent push to JereIDE
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.