--- title: "skills vs agent-toolkit" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/google-skills-vs-softaworks-agent-toolkit" tools: ["google-skills", "softaworks-agent-toolkit"] --- # skills vs agent-toolkit *GraphCanon updated Aug 12, 2026* ## Verdict Pick skills if skills for integration with Google products and services developed in Python under Apache-2.0 license; pick agent-toolkit if extends AI coding agent capabilities with Python skills for development and professional workflows. [skills](https://github.com/google/skills) reports 16k GitHub stars, 1.2k forks, and 29 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/google/skills) and [agent-toolkit's repository](https://github.com/softaworks/agent-toolkit). | | [skills](/tools/google-skills.md) | [agent-toolkit](/tools/softaworks-agent-toolkit.md) | | --- | --- | --- | | Tagline | Agent Skills for Google products and technologies | A curated collection of skills for AI coding agents | | Stars | 15,634 | 2,307 | | Forks | 1,229 | 217 | | Open issues | 29 | 17 | | Language | Python | Python | | Adopt for | Skills for integration with Google products and services developed in Python under Apache-2.0 license | Extends AI coding agent capabilities with Python skills for development and professional workflows | | Persona | - | - | | Runtime | - | - | | License | Apache-2.0 | MIT | | Categories | AI Agents | AI Agents, Developer Tools | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [skills](/tools/google-skills.md) | [agent-toolkit](/tools/softaworks-agent-toolkit.md) | | --- | --- | --- | | Maintenance | Very active (96%) | Slowing (36%) | | Days since push | 0d | 159d | | Open issues (now) | 29 | 17 | | Full report | [trust report](/tools/google-skills/trust.md) | [trust report](/tools/softaworks-agent-toolkit/trust.md) | ## Shared compatibility - **Node.js**: [skills](/tools/google-skills.md) - Node.js runtime; [agent-toolkit](/tools/softaworks-agent-toolkit.md) - Node.js runtime ## Decision facts: skills - **Adopt for:** Skills for integration with Google products and services developed in Python under Apache-2.0 license ## 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 Apache-2.0, agent-toolkit is MIT. - Tags unique to skills: google, googlecloud, skills. - When you need to integrate with specific Google services like Cloud or Workspace using pre-built skills ### Choose agent-toolkit if… - License: agent-toolkit is MIT, skills is Apache-2.0. - 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 - For integrating with non-Google web services, as this repository focuses exclusively on Google products and technologies - If you are looking for comprehensive support outside Python; even though other languages might be adaptable, primary development is in Python ## 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: Agent Skills for Google products and technologies. 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 Apache-2.0, agent-toolkit is MIT; Tags unique to skills: google, googlecloud, skills; When you need to integrate with specific Google services like Cloud or Workspace using pre-built skills. ### When should I choose agent-toolkit over skills? Choose agent-toolkit over skills when License: agent-toolkit is MIT, skills is Apache-2.0; 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? For integrating with non-Google web services, as this repository focuses exclusively on Google products and technologies If you are looking for comprehensive support outside Python; even though other languages might be adaptable, primary development is in Python ### 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 (15,634 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: Apache-2.0, agent-toolkit: MIT). ### Where can I find alternatives to skills or agent-toolkit? GraphCanon lists graph-backed alternatives at [skills alternatives](/tools/google-skills/alternatives) and [agent-toolkit alternatives](/tools/softaworks-agent-toolkit/alternatives) ([skills markdown twin](/tools/google-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/google-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/google-skills/trust); [agent-toolkit trust report](/tools/softaworks-agent-toolkit/trust). --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=google-skills`](/api/graphcanon/graph?tool=google-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/_