A Model Context Protocol (MCP) server for prompt workflows. Written once, always followed.
Craft reusable prompt templates with quality gates and reasoning guidance.
Orchestrate multi-step workflow chains with a composable operator syntax.
Export as native skills to any client.
Quick Start · What You Get · Compose Workflows · Run Anywhere · Docs
| Your client already does | This server adds |
|---|---|
| Run a prompt | Compose prompts with validation, reasoning guidance, and formatting in one expression |
| Single-shot skills | Multi-step workflows that thread context between steps |
| Execute subagents | Hand off mid-chain steps to agents with full workflow context |
| Client-native skill format | Author once as YAML, export to any client with skills:export |
| Manual prompt writing | Versioned templates with hot-reload, rollback, and history |
| Trust the output | Validate output between steps: self-evaluation and shell commands |
- Use this if you write the same prompts repeatedly, run multi-step workflows, or want to share reusable prompts with a team.
- Skip if your client's built-in
/commandsalready handle what you need, or you're looking for a no-code prompt library. - Works with Claude Code, Claude Desktop, Cursor, OpenCode, Gemini CLI, Codex, Windsurf, and Zed. Plugin installers add hooks (chain tracking, gate enforcement, state preservation) for Claude Code, OpenCode, Gemini CLI, and Codex (experimental); other clients run MCP-only.