Sergii Luchko
Business-Focused Software • Architecture • Delivery

Beyond CLAUDE.md: Designing Agents, Skills and Workflows That Scale

Claude Community Wrocław

Wrocław, PolandHosted at DataArt Wrocław
Sergii Luchko presenting his talk on stage at Claude Community Wrocław 2026, hosted at DataArt Wrocław

About the talk

As AI-assisted development workflows grow, a single CLAUDE.md file quickly stops being enough.

In this talk, I shared how my Claude Code workflows evolved from separate, duplicated instructions into a more composable system built around reusable stages, clear contracts, skills, and specialized agents.

Discovery may differ by work type, but planning and implementation can often converge into reusable workflows.

What the summary covers

  • Breaking large workflows into reusable stages
  • Defining clear contracts between stages
  • Separating discovery from shared planning and implementation
  • Choosing the right place for instructions: CLAUDE.md, rules, skills, agents, or tools
  • Lessons learned from workflows that became too complex