RoutineKit: Turning Successful Agent Tool Calls into Replayable Routines

RoutineKit is a tool that converts successful tool calls into parameterizable routines, aiming to avoid repeated model reasoning by reusing validated execution flows. It supports DeepSeek Harness (DSH), MCP, and WebMCP, with core features including converting tool chains into deterministic linear workflows, plugin integration, and JSON export support. Installation requires DSH version 0.1.2-rc.1, and runtime execution requires interactive user approval. Its replay mechanism does not make model calls, instead directly dispatching tools.