Justyna Wojtczak

claude-code-project-boundary. Claude Code plugin: scope-aware protection — allows destructive ops (rm, mv, chmod) within project, blocks them outside. Built for dangerouslySkipPermissions mode.

ruby_llm-contract. Validate and retry LLM outputs for ruby_llm. Describe the JSON response you expect, fall back to a stronger model when the cheaper one fails the rules, and gate CI on regressions — all as one contract object per step.

no_comments. NoComments is a Ruby gem designed to clean up .rb files by removing unnecessary comments, leaving your code clean and ready for deployment.

price_scanner. Battle-tested multi-currency price extraction from text. Supports PLN, EUR, GBP, USD with Polish and English number formats.

stimulus-password-strength. Importmap-friendly Rails 8 password strength field with Stimulus, zxcvbn, visibility toggle and PasswordPolicy support.

ruby_llm-contract_demo. Companion demo for ruby_llm-contract showing the LLM-as-judge pattern: build → calibrate → gate. Polish e-commerce chatbot scenario, live OpenAI calls (gpt-4.1-mini).

surname-transliterator. Ruby gem for cross-language surname transliteration and polonization/de-polonization of endings. Supports Polish, Lithuanian, Russian. Useful for reducing false positives in genealogical data matching.

context-revive. Your side project died at 80%. Bring it back in one prompt. Shell-script CLI that re-injects dense, deterministic project briefs into Claude Code via the UserPromptSubmit hook.

armillary. 💎 Never forget a side project again. Scans your folders, tells you what's rotting, and which forgotten hours are worth reviving.

ollama-bench. Reproducible, zero-dependency benchmark of local LLMs on Ollama: speed (tok/s), energy, reasoning and code quality, driven by a single-source-of-truth config pipeline.

ollama-task-router. Task-based prompt router for Ollama: a small model classifies each prompt and routes it to the best of three local specialists (coder / reasoner / quick).

globalize-accessors. Easily access (read and write) globalize translated fields without fiddling with locale

book-notes. Notes from books and other interesting things that I've read. Table of contents at the end 👇

peepcode-ember-starter-app. JavaScript

hospital. Ruby

parameterhandler. Ruby ParameterHandler gem

api-example-django. An example API client using Python and Django, that pulls in data from SNPedia.

ingress_resistance_webpage. HTML

Ipys. PySces and Igraph integration

Forum-Steganum. Implementacja przykładowego internetowego forum o 2 twarzach, ukrywającego prawdziwe znaczenie zamieszczonych wpisów dzięki technice steganografii. Projekt realizowany w ramach pracy inżynierskiej na Politechnice Poznańskiej.

tap_to_match. TapToMatch game written in less than 2 days - LudumDare 2013'rd edition 48 hourly online hackathon

violinTuner. Violin tuner for watchOS 3

Cookorico. Projet innovation pour le Master IAGL de l'université de Lille 1

url-checker. Check provided url(s) for valid status codes and/or redirects

filmweb. Ruby

rails_orchestrator. Autonomous Rails-based system for planning and executing software development tasks with AI integration via Model Context Protocol.

mcp-permission-prompt. First Ruby implementation of Claude Code CLI --permission-prompt-tool for MCP-based permission handling in headless mode