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Handbook

Personal reference repo — notes, scripts, skills, and templates I reach for regularly.

Contents

Directory What's in it
.claude/skills/ Curated Claude Code skills (see its own README)
.cursor/ Cursor slash-commands and deslop rules that mirror the skills
courses-notes/ Course notes (Claude Code, Building with the Claude API)
deprecated/ Skills kept for smaller open-source models (superseded on frontier models)
dev-tips/ Dev tips and cheatsheets (Claude Code, uv, tools, GitHub, Cursor)
llms/ LLM implementation notebooks (RoPE, SwiGLU)
ml-guides/ Long-form modelling study guides (GBM, NAM/TFT) and concept notes
modal/ Modal scripts (dataset tokenization)
opencv-dip/ OpenCV / digital image processing notebooks
prompt-library/ Reusable prompts and prompt templates
reading-list/ Structured reading list (papers, tech-reports, blogs, books, tools, topic guides)
rulesets/ GitHub branch-protection rules
setup-scripts/ New-Mac terminal setup (iTerm2, zsh, Brewfile, dotfiles)
time-series/ Time-series analysis code (Kalman filters, smoothing) and the anomaly-detection guide
vendors/ Vendor-platform notes (Databricks)

Standalone files: starred-repos.md (247 starred GitHub repos organized by category).

Python is managed with uv; run scripts with uv run.

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A repo contains the different tutorials I write for my use and to share with others.

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