--- title: "skills vs agent-toolkit" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/nvidia-skills-vs-softaworks-agent-toolkit" tools: ["nvidia-skills", "softaworks-agent-toolkit"] --- # skills vs agent-toolkit *GraphCanon updated Aug 12, 2026* ## Verdict Pick skills if nVIDIA publishes specific AI coding skills for client agents via the skills CLI with support for multiple agents; pick agent-toolkit if extends AI coding agent capabilities with Python skills for development and professional workflows. [skills](https://docs.nvidia.com/skills) reports 2.8k GitHub stars, 325 forks, and 15 open issues, last pushed Aug 5, 2026. [agent-toolkit](https://github.com/softaworks/agent-toolkit) has 2.3k stars, 217 forks, and 17 open issues, last pushed Mar 5, 2026. Figures are from public GitHub metadata via [skills's repository](https://github.com/NVIDIA/skills) and [agent-toolkit's repository](https://github.com/softaworks/agent-toolkit). | | [skills](/tools/nvidia-skills.md) | [agent-toolkit](/tools/softaworks-agent-toolkit.md) | | --- | --- | --- | | Tagline | AI agent skills published by NVIDIA | A curated collection of skills for AI coding agents | | Stars | 2,798 | 2,307 | | Forks | 325 | 217 | | Open issues | 15 | 17 | | Language | Python | Python | | Adopt for | NVIDIA publishes specific AI coding skills for client agents via the skills CLI with support for multiple agents. | Extends AI coding agent capabilities with Python skills for development and professional workflows | | Persona | - | - | | Runtime | - | - | | License | Other | MIT | | Categories | AI Agents | AI Agents, Developer Tools | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [skills](/tools/nvidia-skills.md) | [agent-toolkit](/tools/softaworks-agent-toolkit.md) | | --- | --- | --- | | Maintenance | Very active (96%) | Slowing (36%) | | Days since push | 0d | 159d | | Open issues (now) | 15 | 17 | | Full report | [trust report](/tools/nvidia-skills/trust.md) | [trust report](/tools/softaworks-agent-toolkit/trust.md) | ## Shared compatibility - **Cursor**: [skills](/tools/nvidia-skills.md) - Works with Cursor; [agent-toolkit](/tools/softaworks-agent-toolkit.md) - Works with Cursor - **Node.js**: [skills](/tools/nvidia-skills.md) - Node.js runtime; [agent-toolkit](/tools/softaworks-agent-toolkit.md) - Node.js runtime ## Decision facts: skills - **Adopt for:** NVIDIA publishes specific AI coding skills for client agents via the skills CLI with support for multiple agents. ## Decision facts: agent-toolkit - **Adopt for:** Extends AI coding agent capabilities with Python skills for development and professional workflows ## Choose when ### Choose skills if… - License: skills is Other, agent-toolkit is MIT. - Tags unique to skills: ai agent skills, codex, cursor, kiro-cli. - If you need to install NVIDIA-published numerical optimization skills ### Choose agent-toolkit if… - License: agent-toolkit is MIT, skills is Other. - Tags unique to agent-toolkit: agent-skills, ai, automation, claude. - Also covers Developer Tools. - For enhancing specific tasks like documentation, planning, and workflow management ## When NOT to use skills - Not recommended for projects requiring skills that are not published by NVIDIA - Avoid if your work does not involve any of the supported client agents like Codex or Cursor ## When NOT to use agent-toolkit - If you seek support for languages other than Python - When working with non-Python based coding agents that require specialized skills not covered by this toolkit - In cases where custom, from-scratch development is preferred over using pre-packaged scripts ## Common questions ### What is the difference between skills and agent-toolkit? skills: AI agent skills published by NVIDIA. agent-toolkit: A curated collection of skills for AI coding agents. See the comparison table for live GitHub stats and shared categories. ### When should I choose skills over agent-toolkit? Choose skills over agent-toolkit when License: skills is Other, agent-toolkit is MIT; Tags unique to skills: ai agent skills, codex, cursor, kiro-cli; If you need to install NVIDIA-published numerical optimization skills. ### When should I choose agent-toolkit over skills? Choose agent-toolkit over skills when License: agent-toolkit is MIT, skills is Other; Tags unique to agent-toolkit: agent-skills, ai, automation, claude; Also covers Developer Tools; For enhancing specific tasks like documentation, planning, and workflow management. ### When should I avoid skills? Not recommended for projects requiring skills that are not published by NVIDIA Avoid if your work does not involve any of the supported client agents like Codex or Cursor ### When should I avoid agent-toolkit? If you seek support for languages other than Python When working with non-Python based coding agents that require specialized skills not covered by this toolkit In cases where custom, from-scratch development is preferred over using pre-packaged scripts ### Is skills or agent-toolkit more popular on GitHub? skills has more GitHub stars (2,798 vs 2,307). Stars measure visibility, not whether either tool fits your constraints. ### Are skills and agent-toolkit open source? Yes - both are open-source projects on GitHub (skills: Other, agent-toolkit: MIT). ### Where can I find alternatives to skills or agent-toolkit? GraphCanon lists graph-backed alternatives at [skills alternatives](/tools/nvidia-skills/alternatives) and [agent-toolkit alternatives](/tools/softaworks-agent-toolkit/alternatives) ([skills markdown twin](/tools/nvidia-skills/alternatives.md), [agent-toolkit markdown twin](/tools/softaworks-agent-toolkit/alternatives.md)), ranked by typed relationship edges rather than popularity votes. ### Is there a machine-readable version of this comparison? Yes. The markdown twin at [this comparison](/compare/nvidia-skills-vs-softaworks-agent-toolkit.md) mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers. ### Which is better maintained, skills or agent-toolkit? skills: Very active. agent-toolkit: Slowing. Compare maintenance labels, days since push, and release cadence in the trust section below - stars alone do not measure maintenance. ### Where are the full trust reports for skills and agent-toolkit? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [skills trust report](/tools/nvidia-skills/trust); [agent-toolkit trust report](/tools/softaworks-agent-toolkit/trust). --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=nvidia-skills`](/api/graphcanon/graph?tool=nvidia-skills) - LLM index: [/llms.txt](/llms.txt) - Full corpus: [/llms-full.txt](/llms-full.txt) _GraphCanon - The knowledge graph for AI development. https://www.graphcanon.com/_