01 · Roasts
771 PRs, All Yours
totalPRsYear = 771 with soloPct = 100%. That's not community engagement, that's a very productive conversation with yourself. At some point, merging your own feature branch isn't a PR — it's just a commit with extra steps.
Graveyard Curator
staleRepoRatio of 0.59 means 59% of your 140 repos haven't been touched in 2+ years. You've built a digital museum. The exhibits are mostly half-finished Cookiecutter experiments and notebooks from 2016.
MCP Server Collector
git-prism, dev-mcp-tools, greenhouse-mcp-server — three separate MCP servers in two months. Collecting AI integration patterns like Pokémon. At least they all have ARCHITECTURE.md.
Documentation Perfectionist, Ship Optional
previewd has README, ARCHITECTURE.md, STATUS.md, ROADMAP.md, docs/ folder, and CI — but is pre-v0.1.0 after 5+ months. You wrote more docs about the operator than operator code.
94 Followers, 0 External PRs
94 followers watching you build impressive things in isolation. With 1229 commits/year and a portfolio this wide, not a single external contribution surfaced. Open source is a team sport — try joining another team's game sometime.
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% weight70B
- Quality20% weight82A
- Depth15% weight68C
- Breadth10% weight65C
- Community10% weight55D
03 · Stats
365-day commit heatmap
227 active days
Language distribution
- Python79%
- Rust10%
- TypeScript5%
- Gherkin3%
- Swift1%
- JavaScript0%
- Other2%
04 · Numbers
Owned repos
non-fork
59
Commits
last 12 months
1,229
Followers
94
Joined GitHub
Jan 2014
05 · Top repos
mikelane /
greenhouse-mcp-server
Production-ready MCP server for Greenhouse recruiting platform with 5 workflow-oriented tools, hexagonal architecture, 100% test/mutation coverage, mypy strict mode, comprehensive docs, and rich domain modeling.
mikelane /
dioxide
Opinionated Python DI framework with Rust-backed container. Well-architected with comprehensive docs (ARCHITECTURE.md, design.md), full test coverage (92.5% threshold), CI/CD, and production v1.0.0 release. 14 stars, active indie SaaS-like tool with clear domain positioning.
mikelane /
pytest-gremlins
Mature pytest mutation-testing plugin solving real TDD problems through smart coverage-guided selection and environment-switching instrumentation. 35 stars, active development, comprehensive docs, strong test coverage.
mikelane /
pytest-test-categories
Well-crafted pytest plugin enforcing Google's hermetic testing practices. Typed Python with strict CI/tests, rich architecture (hexagonal ports/adapters), comprehensive documentation (docs/, ARCHITECTURE.md), and active development. Early-stage adoption (9 stars) but production-ready pattern.
mikelane /
valid8r
Clean validation library with Maybe monad pattern. Well-documented with tests and CI, but very new (2 months old) with minimal adoption (10 stars). Strong technical foundation and structured codebase suggest genuine portfolio project.
mikelane /
reddit-get
Active portfolio CLI tool for fetching Reddit posts with typed Python, comprehensive documentation (design.md, ARCHITECTURE.md), tests, CI/CD, and clean error handling. 27 stars, last push April 2026, ~3800 KB codebase.
mikelane /
git-prism
Specialized Rust MCP server for LLM-optimized git analysis with tree-sitter function extraction, pagination, and token budgeting. Early-stage but well-architected with CI, typed code, comprehensive docs, and function-level change tracking across 13 languages.
mikelane /
previewd
Early-stage Kubernetes operator in Go with comprehensive documentation (README, ARCHITECTURE.md, STATUS.md, ROADMAP.md), CI/tests/typed setup, but project is pre-v0.1.0 (Feb 2026 target) with minimal code shipped; clear vision and design but nascent implementation.
mikelane /
dev-mcp-tools
Personal MCP monorepo (Project Oracle cache layer + GitHub webhook server) in early stage development. 7 commits across 6 days, typed Python with CI + tests, but 0 external adoption.
mikelane /
cookiecutter-backend-service-aws
Cookiecutter template for AWS CDK Python backend services. MIT licensed, CI configured, well-documented README explaining setup and usage. No tests present; untyped Python; minimal community adoption (1 star, 0 forks).
mikelane /
cookiecutter-python-library
Cookiecutter template for Python libraries with uv/hatchling, comprehensive testing scaffolding, multi-project-type support. 9 stars, thin distribution, personal portfolio project with working typed code and structured multi-file layout.
mikelane /
homebrew-tap
Minimal Homebrew tap scaffolding with only a README and no formulae implementations, tests, CI, or license. Early-stage experiment with 8 commits over 7 days.
06 · Timeline
- Jan 30, 2014Joined GitHub
- Jan 8, 2021Created reddit-get — A CLI for getting reddit content. Perfect for using with Obsidian templater
- Mar 10, 2023Created cookiecutter-python-library — A Cookiecutter Template for Modern Python Libraries
- Mar 14, 2023Created cookiecutter-backend-service-aws — A Cookiecutter Template for Modern AWS Services Using Python and AWS CDK
- Dec 30, 2024Created pytest-test-categories — Pytest plugin enforcing Google's hermetic testing best practices. Test categorization (small/medium/large), timing limits, resource isolation, and test pyramid validation. No escap
- Feb 26, 2025Created valid8r
- Oct 21, 2025Created dioxide — Opinionated, Zero-ceremony, Rust-backed dependency injection for Python
- Nov 9, 2025Created previewd — AI-Powered Kubernetes operator for automatic preview environment management
- Dec 5, 2025Created pytest-gremlins — Fast-first mutation testing for pytest. Let the gremlins loose, see which ones survive.
- Mar 18, 2026Created dev-mcp-tools — Monorepo for local MCP development tools — Project Oracle (file cache) + GitHub Webhook MCP (event receiver)
- Mar 19, 2026Created greenhouse-mcp-server — Workflow-oriented MCP server for the Greenhouse recruiting platform — tools answer recruiter questions, not mirror API endpoints
- Apr 4, 2026Created git-prism — Agent-optimized git data MCP server — structured change manifests and full file snapshots for LLM agents
- Apr 4, 2026Created homebrew-tap — Homebrew formulae for mikelane projects
- Apr 24, 2026Most recent push to pytest-gremlins
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.