JanDeDobbeleer

Autonomously optimize any Claude Code skill by running it repeatedly, scoring outputs against binary evals, mutating the prompt, and keeping improvements. Based on Karpathy's autoresearch methodology. Use when: optimize this skill, improve this skill, run autoresearch on, make this skill better, self-improve skill, benchmark skill, eval my skill, run evals on. Outputs: an improved SKILL.md, a results log, and a changelog of every mutation tried.

Workflow for generating conventional commit messages following the Conventional Commits specification. MUST be invoked every time a commit is created. Guides construction of standardized commit messages with correct type, scope, description, body, and footer.

Go coding standards and conventions for this project. Apply when writing, reviewing, or refactoring any Go source file.

Enforce Vale prose checks on any user-facing text the agent creates or edits — comments, documentation, status messages, release notes, READMEs, or any explanatory content that users will read. Always use this skill when producing or changing prose, even when Vale is not explicitly requested.

Markdown formatting rules for this project. Apply when writing or editing any .md or .mdx file, including documentation and website content.

PowerShell cmdlet conventions for this project. Apply when writing or reviewing any .ps1 or module file.

Full scaffolding workflow for creating a new Oh My Posh segment. Invoke when asked to add a new segment: generates the Go source, registers the type, creates documentation, updates the sidebar and JSON schema.

Reference mapping between Oh My Posh Go segment source code and MDX documentation. Use when creating, updating, or auditing segment documentation, or when reading segment Go code and needing to understand how code constructs map to user-facing options, template properties, and type representations in docs.

Use when creating a new section for the AI Workshop presentation. Guides through title slide setup, layout choices, and content gathering. Activates when user wants to add a new topic section to the slideshow.

Create distinctive, production-grade frontend interfaces with high design quality. Use this skill when the user asks to build web components, pages, artifacts, posters, or applications (examples include websites, landing pages, dashboards, React components, HTML/CSS layouts, or when styling/beautifying any web UI). Generates creative, polished code and UI design that avoids generic AI aesthetics.