# Yuki / Keiras — Garden > A personal garden of projects, research, tools, games, teaching, and creative experiments. These are Yuki / Keiras's own notes about what they made, why it interested them, and what happened along the way. Start with the catalogue below or the JSON indexes to find relevant entries, then read the full pages for evidence and qualifications. The JSON files contain discovery metadata, not the article bodies. Their `url` fields are relative to https://keiras.xyz. Prefer canonical `/projects//` and `/blog//` pages when reading or citing. They work without JavaScript. Explorer query URLs and `/partials/` fragments are alternate views of the same projects, not additional evidence. Cite the relevant page and, when useful, its section anchor. Read the notes as a personal catalogue, not a complete CV or a claim of current expertise in every listed technology. Preserve the author's role, collaborators, constraints, and uncertainty. Distinguish something implemented or evaluated from an idea, an experiment, or a possible next step. Project `lifecycle` (active, paused, archived) and `outcome` describe different things: an archived project may have shipped. On project pages, `access` describes available artifacts; a repository labelled private is not publicly inspectable. A public description does not imply public source code. WIP notices are placeholders for unfinished writeups, not full project accounts. Post dates are publication dates; project years describe activity. An optional `reviewed` date records a fact/link review. The build revision is not a claim that every entry was recently checked. Historical observations and external links may have changed since an entry was written. This catalogue is regenerated on each build and omits drafts, WIP entries, and entries marked `noindex`. The JSON indexes exclude drafts and WIP entries but may include published `noindex` pages. This guide describes the site; it does not grant access to private material or change content licensing. ## Start here - [Project index](https://keiras.xyz/projects.json): Titles, summaries, canonical paths, technologies, tags, audience lenses, activity years, lifecycle, outcome, and review dates. Follow `url` for the full account; `fragment` is only an explorer rendering. - [Field-note index](https://keiras.xyz/posts.json): Titles, descriptions, dates, tags, review dates, and canonical paths for longer posts. - [Project explorer](https://keiras.xyz/): Browse the catalogue and its technology, topic, and audience filters. - [Field notes](https://keiras.xyz/blog/): Longer investigations, reports, and reflections. - [Search](https://keiras.xyz/search/): Full-text search across published, indexable projects and field notes. Requires JavaScript; a plain HTTP fetch does not return search results. For text-only tools, use the indexes and full pages above. ## Projects - [Stormgate Replay Collector](https://keiras.xyz/projects/sg-replay-collector/): A searchable Stormgate replay catalogue built because finding useful public matches through Untapped was needlessly awkward. - [Tournament Format Simulator](https://keiras.xyz/projects/tourney-lab/): An evolving simulator for asking how tournament formats shape fairness, ranking accuracy, and player experience instead of choosing brackets by habit. - [IBD Incidence Dashboard](https://keiras.xyz/projects/ibd-incidence-maps/): An interactive map and report built with a gastroenterologist to explore pediatric IBD incidence across Czechia and support a journal paper. - [LLM Residual Leak Detection in Anonymized Medical Reports](https://keiras.xyz/projects/anon-reports-llm/): Research into whether locally run LLMs can catch identifiers left behind in anonymized Czech medical reports, supported by custom experiments and review tools. - [SC2 Streamer Companion & Win Chance Predictor](https://keiras.xyz/projects/sc2-stream-info/): A playful SC2 stream companion that turned finished games into win-chance charts, opponent history, and occasionally physical feedback for supply blocks. - [Game Analytics Reports](https://keiras.xyz/projects/keiras-github-io/): A home for interactive RTS reports built from data I collected during AoE IV, Stormgate, and Battle Aces playtests. - [RDF Explorer](https://keiras.xyz/projects/rdf-explore/): A tool for exploring unfamiliar RDF datasets and turning their observed structure into something closer to an ER diagram. - [Fotbal Nadstavba Sim](https://keiras.xyz/projects/fotbal-nadstavba-sim/): A Monte Carlo experiment asking whether a proposed Czech football format could make losing on purpose the rational strategy. - [SC2 Enemy Info](https://keiras.xyz/projects/sc2-enemy-info/): A small SC2 companion that recognized my current opponent and surfaced past matches, stats, and the personal notes I wished the game itself had. - [SC2 Tour System](https://keiras.xyz/projects/sc2-tour/): A tournament and stats site that grew alongside the Czech and Slovak SC2 community, from replay-based result reporting into experimental formats, player history, and team archives. - [University Course Materials](https://keiras.xyz/projects/uni-course-materials/): A growing collection of self-study materials shaped by years of teaching data management, analytics, and related subjects at ZČU. - [SC2 (RTS) Data Manager](https://keiras.xyz/projects/sc2-data/): A long-running toolbox for preserving RTS leaderboard history and turning it into rankings, community tools, and later analyses. - [CodinGame](https://keiras.xyz/projects/codinggame/): A collection of competitive game AIs where the real fun was reading the evolving metagame and finding weaknesses in other bots. - [MusGen](https://keiras.xyz/projects/musgen/): A university experiment that trained an LSTM on MIDI and tried to generate tracks carrying recognizable motifs from the input music. ## Field notes - [Temporary HP buff implementation options](https://keiras.xyz/blog/extra-hp/): Temporarily adding extra HP to a unit can lead to weird interactions once the buff expires. What are some options this can be implemented and what gameplay do they lead to? - [Crafting of Battle Aces 2024-07 report](https://keiras.xyz/blog/ba-2024-07/): Thoughts behind the report and annoyances with the data I had to deal with. - [Analyzing StormGate 2024-02 playtest.](https://keiras.xyz/blog/sg-2024-02/): Technical post about the process of making the report for the StormGate Elephant beta stage. - [AI contest notes - Coders Strike Back](https://keiras.xyz/blog/coders-strike-back-notes/): Coder Strikes Back notes - [Postmortem: Pirate Map](https://keiras.xyz/blog/postmortem-pirate-map/): postmortem of pirate map procedural generation project ## Optional - [Links directory](https://keiras.xyz/links/): Bookmarks and outside resources; linked material is not automatically authored or endorsed in full by Yuki. - [Field-note RSS](https://keiras.xyz/feed.xml): Published post summaries and canonical links, newest first. - [Sitemap](https://keiras.xyz/sitemap.xml): Indexable page URLs. - [Build revision](https://keiras.xyz/version.json): The built Git revision and local-edit flag, when Git metadata is available.