skillgraph

What it does

An experimental agentic framework that replaces traditional tool-calling with skills. Built for developers who want more control, teams and enterprises who need agents that are context grounded, lower costs, and better workflows. Open source under Apache 2.0.

an experimental agentic framework that replaces traditional tool-calling with skills. built for developers who want more control, lower costs, and better workflows. open source under apache 2.0.

skillgraph is an experimental agentic framework built to solve the problems i kept running into with existing tools. it's open source (apache 2.0), it's cheaper to run, and it gives you actual control over what your agent does. instead of giving agents a mess of low-level tool functions to fumble through, skillgraph uses skills - more sophisticated units that handle specific tasks with their own logic and workflows. they can orchestrate multiple tools, manage state, and even act as subagents when needed. i was frustrated with existing frameworks. every tool i tried had the same problems: so i built skillgraph. it's not production-ready yet, but it works, and the core ideas are solid. use…from skillgraph.live

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  SkillGraph – Open-source agentic framework with skills instead of toolsNov 2025 · github.com · ▲19

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  Hey HN, I wanted to share a new project we've been working on for the last couple of months called ART (https://github.com/OpenPipe/ART). ART is a new open-source framework for training agents using reinforcement learning (RL). RL allows you to train an agent to perform better at any task whose outcome can be measured and quantified. There are many excellent projects focused on training LLMs with RL, such as GRPOTrainer (https://huggingface.co/docs/trl/main/en/grpo_trainer) and verl…

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