STStudio

Independent project studio

Working projects, openly developed.

A portfolio of open-source AI tools, interactive data experiences and measured experiments. Each project links to its code, evidence and development log.

Project index

Active work

Open-source researchLive

Turkish Writing Skills

Turkish writing skills built from cited sources for different models and channels, revised through blind comparisons and community reasoning.

This project is published in Turkish.

  • Turkish
  • Artificial intelligence
  • Community
  • Open source
10
writing domains
73
sources
43
used directly
Open project
Data narrativeLocal prototype

World Through Data

An English publication that turns verified Our World in Data sources into twenty full-screen, procedural and interactive data worlds.

  • Immersive data
  • Interactive worlds
  • Canvas
  • Open data
20
full-screen worlds
1,919
time steps
293
data layers
Open project
Open-source Agent Skills toolingLive

book-to-copilot-skill

A public workflow that converts books, PDFs, regulations and document collections into Agent Skills, measures LLM-only against LLM + skill, and exports reviewed packages across the Copilot ecosystem.

Bilingual documentation and public evidence set.

  • Agent Skills
  • Copilot
  • Evaluation
  • Open source
12
public examples
60
host packages
33→95
mean trace score
Open project

Change log

Recent developments

  1. book-to-copilot-skill

    Source-to-skill workflow published with measurable Copilot evidence

    The public downstream now converts owned source material, validates generated skills, compares LLM-only and LLM + skill runs, and ships sixty deterministic packages across five Copilot formats.

    Details

  2. World Through Data

    Twenty data stories became full-screen worlds

    Twenty procedural canvas worlds — from orbit to the ocean, from forests to the eradication frontier — built locally with three-act narratives, live data HUDs, a ranking ladder and an atlas.

    Details

  3. Turkish Writing Skills

    Turkish Writing Styles opened as a public repository

    Ten skills, shared references, measurement tools and the evaluation protocol were published on GitHub under the MIT licence.

    Details

  4. Turkish Writing Skills

    Cognitive readability and method testing

    W3C COGA, Digital.gov and USWDS research was processed; semantic contracts were tested with mutations and issue feedback became structured tags.

    Details

  5. Turkish Writing Skills

    Live community comparison opened

    A secure session, blind A/B presentation and rate-limited feedback infrastructure were verified in production.

    Details

  6. Turkish Writing Skills

    Ten writing domains moved to a shared contract

    Each domain gained a purpose, tone, structure, source gate, measurement target and publication conditions.

    Details