Source-to-Provider Build Pipeline
How one set of source files becomes 8 provider-specific skill formats
Source Files
Build Transform
Provider Output
Runtime Loading
Reset
Source
Build
Dist Output
Runtime
SKILL.md
Frontmatter + Prompt
reference/*.md
7 Domain References
---
name:
frontend-design
description:
Create
distinctive UIs...
license:
Apache 2.0
---
Prompt body here...
bun run build
Transformers:
cursor.js
claude-code.js
gemini.js
codex.js
+ 4 more
Cursor
.cursor/skills/ (basic frontmatter)
Claude Code
.claude/skills/ (full metadata)
Gemini CLI
.gemini/skills/ ({{args}} syntax)
Codex CLI
.codex/skills/ ($ARGNAME syntax)
VS Code Copilot
.agents/skills/ (argument-hint)
OpenCode + Kiro + Pi
3 more provider formats
Skill Discovery
Agent finds installed skills
Context Loading
SKILL.md + references
Context Gathering
.impeccable.md / /teach
Design Execution
Guided code generation
Review Commands
/audit /polish /critique
Interactive Diagram:
Hover over any component to see details, or use the buttons to highlight each phase of the pipeline.