What does CutinAgent do?
CutinAgent (Thousand Tasks Mini Cutter): An SOP-driven, controlled Agent framework built with Python & LangGraph. Running LLMs as standardized digital executors on consumer-grade hardware (e.g., RTX 3060 6GB, qwen3:4b).
CutinAgent (Thousand Tasks Mini Cutter): An SOP-driven, controlled Agent framework built with Python & LangGraph. Runs LLMs as standardized digital executors on consumer-grade hardware (e.g., RTX 3060 6GB, qwen3:4b).
CutinAgent is a lightweight, controlled agent framework built with Python and LangGraph, designed to run LLMs as standardized digital executors on consumer-grade hardware like an RTX 3060 with 6GB VRAM (e.g., using qwen3:4b). Its core strength lies in its Standard Operating Procedure (SOP)-driven architecture: workflows are defined as strict, reproducible YAML-based SOPs, combining a trigger, an LLM executor, and a converter to transform outputs into structured data. This allows developers to build predictable, auditable AI agents that can be chained into complex multi-step tasks without relying on expensive cloud APIs. The framework supports platforms like LangGraph for graph-based orchestration and Python for extensibility, making it ideal for edge computing, local deployments, and cost-sensitive applications where reliability and repeatability are paramount.
npx skills add GTLordLL/CutinAgentCutinAgent (Thousand Tasks Mini Cutter): An SOP-driven, controlled Agent framework built with Python & LangGraph. Running LLMs as standardized digital executors on consumer-grade hardware (e.g., RTX 3060 6GB, qwen3:4b).
ElevenLabs text-to-speech with mac-style say UX.
Oracle CLI second-model review/debug/refactor/design with selected files, dry-run token checks, API or browser engine.
Capture and automate macOS UI with the Peekaboo CLI.
Generate multiple radically different interface designs for a module using parallel sub-agents. Use when user wants to design an API, explore interface options, compare module shapes, or mentions "design it twice".
Build a throwaway prototype to flesh out a design — a runnable terminal app for state/business-logic questions, or several radically different UI variations toggleable from one route.
Interview the user relentlessly about a plan or design until reaching shared understanding, resolving each branch of the decision tree. Use when user wants to stress-test a plan, get grilled on their design, or mentions "grill me".