Senior Digital Platform Manager - CMS, UX, content governance & AI workflows.

I come from managing digital platforms, not from a pure software-engineering track: content systems, editorial workflows, SEO and governance for regulated industries such as health insurance, banking and biotech. With coding agents, I turn those operating problems into public tools and studies. The most visible public project right now is humanizer-de, a German AI Text Humanizer and Claude/Codex skill with 100+ GitHub stars, a 72-pattern catalog for German AI-writing signals, selected deterministic checks and evidence-safe rewrites.

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Small, opinionated tools I build and use myself.

🧹 humanizer-de (100+ stars) - German AI Text Humanizer for Claude Code and Codex: 72 German-specific AI-writing patterns, selected deterministic linting and a 5-pass evidence-safe editorial review. Grew out of blader/humanizer.

🧩 fusion-lite - Local multi-model panels for running Claude, Codex, Gemini, Grok and other CLI/API tools from one terminal workflow.

🧭 future-self (new) - A decision-coherence skill for Claude Code and Codex. One question – "Will my future self thank me for this?" – and a five-stage exercise for when the answer dodges. Ends in kill criteria, not advice.

Projects on content operations, evidence and governance.

📊 What are Claude skills about? (new) - A metadata census of 8,277 non-fork Claude skill repositories on GitHub, classified by theme. Design leads at 28.5%, the median repo has 2 stars, and the field peaked in May 2026. No SKILL.md was read - metadata only, so there is no prompt-injection surface. Method, chart and raw data included.

🔍 AußenBlick GKV - An evidence-based audit of public health and benefit information across nearly the entire German statutory health insurance sector: 56,198 public pages, 84 web units. Language models prioritise pages for human review; they never produce the findings. Reproducible method, no ranking, no blame.

📄 Preprint: arXiv:2608.03500 (cs.CY) - LLM-Assisted Review Prioritization for German Statutory Health Insurance Websites: A Multi-Stage Corpus Audit. Open-access copy with DOI on Zenodo. A German short form is under submission at Monitor Versorgungsforschung.

🎤 Talk: "Wer verantwortet die Information, der Sie vertrauen?" - The study as a spoken walkthrough, in German.

✍️ The Lab - Notes on SEO, GEO and AI-content governance from running real platforms.