--- title: "cc-switch vs skills" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/farion1231-cc-switch-vs-nvidia-skills" tools: ["farion1231-cc-switch", "nvidia-skills"] --- # cc-switch vs skills *GraphCanon updated Jul 11, 2026* ## Verdict Pick cc-switch when cc-switch is primarily Rust; skills is Python; pick skills when skills is primarily Python; cc-switch is Rust. [cc-switch](https://ccswitch.io) reports 116k GitHub stars, 7.8k forks, and 1.9k open issues, last pushed Jul 11, 2026. [skills](https://docs.nvidia.com/skills) has 2.4k stars, 277 forks, and 16 open issues, last pushed Jul 10, 2026. Figures are from public GitHub metadata via [cc-switch's repository](https://github.com/farion1231/cc-switch) and [skills's repository](https://github.com/NVIDIA/skills). | | [cc-switch](/tools/farion1231-cc-switch.md) | [skills](/tools/nvidia-skills.md) | | --- | --- | --- | | Tagline | A cross-platform desktop All-in-One assistant for Claude Code, Codex, OpenCode, OpenClaw, Gemini CLI & Hermes Agent. Only official website: ccswitch.io | AI agent skills published by NVIDIA | | Stars | 115,863 | 2,432 | | Forks | 7,759 | 277 | | Open issues | 1,863 | 16 | | Language | Rust | Python | | Adopt for | - | - | | Persona | - | - | | Runtime | - | - | | License | MIT | Other | | Categories | AI Agents, Developer Tools | AI Agents, Developer Tools, LLM Frameworks | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [cc-switch](/tools/farion1231-cc-switch.md) | [skills](/tools/nvidia-skills.md) | | --- | --- | --- | | Days since push | 0d | 1d | | Open issues (now) | 1.9k | 16 | | Owner type | User | Organization | | Security scan | No MCP manifest | No lockfile | | Full report | [trust report](/tools/farion1231-cc-switch/trust.md) | [trust report](/tools/nvidia-skills/trust.md) | ## Choose when ### Choose cc-switch if… - cc-switch is primarily Rust; skills is Python. - License: cc-switch is MIT, skills is Other. - Tags unique to cc-switch: ai-tools, claude-code, codex, desktop-app. ### Choose skills if… - skills is primarily Python; cc-switch is Rust. - License: skills is Other, cc-switch is MIT. - Tags unique to skills: python. - Also covers LLM Frameworks. ## When NOT to use cc-switch - AI Agents: Don't use an agent loop when a deterministic workflow would do; agents add latency, cost, and non-determinism. - Developer Tools: A gateway is overkill when you're pinned to a single provider and model. ## When NOT to use skills - AI Agents: Don't use an agent loop when a deterministic workflow would do; agents add latency, cost, and non-determinism. - Developer Tools: A gateway is overkill when you're pinned to a single provider and model. - LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves. ## Common questions ### What is the difference between cc-switch and skills? cc-switch: A cross-platform desktop All-in-One assistant for Claude Code, Codex, OpenCode, OpenClaw, Gemini CLI & Hermes Agent. Only official website: ccswitch.io. skills: AI agent skills published by NVIDIA. See the comparison table for live GitHub stats and shared categories. ### When should I choose cc-switch over skills? Choose cc-switch over skills when cc-switch is primarily Rust; skills is Python; License: cc-switch is MIT, skills is Other; Tags unique to cc-switch: ai-tools, claude-code, codex, desktop-app. ### When should I choose skills over cc-switch? Choose skills over cc-switch when skills is primarily Python; cc-switch is Rust; License: skills is Other, cc-switch is MIT; Tags unique to skills: python; Also covers LLM Frameworks. ### When should I avoid cc-switch? AI Agents: Don't use an agent loop when a deterministic workflow would do; agents add latency, cost, and non-determinism. Developer Tools: A gateway is overkill when you're pinned to a single provider and model. ### When should I avoid skills? AI Agents: Don't use an agent loop when a deterministic workflow would do; agents add latency, cost, and non-determinism. Developer Tools: A gateway is overkill when you're pinned to a single provider and model. LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves. ### Is cc-switch or skills more popular on GitHub? cc-switch has more GitHub stars (115,863 vs 2,432). Stars measure visibility, not whether either tool fits your constraints. ### Are cc-switch and skills open source? Yes - both are open-source projects on GitHub (cc-switch: MIT, skills: Other). ### Where can I find alternatives to cc-switch or skills? GraphCanon lists graph-backed alternatives at [cc-switch alternatives](/tools/farion1231-cc-switch/alternatives) and [skills alternatives](/tools/nvidia-skills/alternatives) ([cc-switch markdown twin](/tools/farion1231-cc-switch/alternatives.md), [skills markdown twin](/tools/nvidia-skills/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/farion1231-cc-switch-vs-nvidia-skills.md) mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers. ### Which is better maintained, cc-switch or skills? cc-switch: Very active. skills: Very active. 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 cc-switch and skills? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [cc-switch trust report](/tools/farion1231-cc-switch/trust); [skills trust report](/tools/nvidia-skills/trust). --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=farion1231-cc-switch`](/api/graphcanon/graph?tool=farion1231-cc-switch) - 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/_