--- title: "cc-switch vs agent-skills" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/farion1231-cc-switch-vs-lambdatest-agent-skills" tools: ["farion1231-cc-switch", "lambdatest-agent-skills"] --- # cc-switch vs agent-skills *GraphCanon updated Jul 11, 2026* ## Verdict Pick cc-switch when cc-switch is primarily Rust; agent-skills is Python; pick agent-skills when agent-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. [agent-skills](https://agentskillsforall.com/) has 325 stars, 66 forks, and 1 open issues, last pushed Jun 18, 2026. Figures are from public GitHub metadata via [cc-switch's repository](https://github.com/farion1231/cc-switch) and [agent-skills's repository](https://github.com/LambdaTest/agent-skills). | | [cc-switch](/tools/farion1231-cc-switch.md) | [agent-skills](/tools/lambdatest-agent-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 for TestMu AI (Formerly LambdaTest). | | Stars | 115,863 | 325 | | Forks | 7,759 | 66 | | Open issues | 1,863 | 1 | | Language | Rust | Python | | Adopt for | - | - | | Persona | - | - | | Runtime | - | - | | License | MIT | MIT | | Categories | AI Agents, Developer Tools | AI Agents, Developer Tools | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [cc-switch](/tools/farion1231-cc-switch.md) | [agent-skills](/tools/lambdatest-agent-skills.md) | | --- | --- | --- | | Maintenance | Very active (96%) | Active (82%) | | Days since push | 0d | 23d | | Open issues (now) | 1.9k | 1 | | Owner type | User | Organization | | Security scan | No MCP manifest | No lockfile | | Full report | [trust report](/tools/farion1231-cc-switch/trust.md) | [trust report](/tools/lambdatest-agent-skills/trust.md) | ## Choose when ### Choose cc-switch if… - cc-switch is primarily Rust; agent-skills is Python. - Tags unique to cc-switch: ai-tools, claude-code, codex, desktop-app. - More GitHub stars (116k vs 325) - visibility, not fit. ### Choose agent-skills if… - agent-skills is primarily Python; cc-switch is Rust. - Tags unique to agent-skills: python. - Leaner open-issue backlog (1). ## 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 agent-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. ## Common questions ### What is the difference between cc-switch and agent-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. agent-skills: AI agent skills for TestMu AI (Formerly LambdaTest).. See the comparison table for live GitHub stats and shared categories. ### When should I choose cc-switch over agent-skills? Choose cc-switch over agent-skills when cc-switch is primarily Rust; agent-skills is Python; Tags unique to cc-switch: ai-tools, claude-code, codex, desktop-app; More GitHub stars (116k vs 325) - visibility, not fit. ### When should I choose agent-skills over cc-switch? Choose agent-skills over cc-switch when agent-skills is primarily Python; cc-switch is Rust; Tags unique to agent-skills: python; Leaner open-issue backlog (1). ### 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 agent-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. ### Is cc-switch or agent-skills more popular on GitHub? cc-switch has more GitHub stars (115,863 vs 325). Stars measure visibility, not whether either tool fits your constraints. ### Are cc-switch and agent-skills open source? Yes - both are open-source projects on GitHub (cc-switch: MIT, agent-skills: MIT). ### Where can I find alternatives to cc-switch or agent-skills? GraphCanon lists graph-backed alternatives at [cc-switch alternatives](/tools/farion1231-cc-switch/alternatives) and [agent-skills alternatives](/tools/lambdatest-agent-skills/alternatives) ([cc-switch markdown twin](/tools/farion1231-cc-switch/alternatives.md), [agent-skills markdown twin](/tools/lambdatest-agent-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-lambdatest-agent-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 agent-skills? cc-switch: Very active. agent-skills: 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 agent-skills? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [cc-switch trust report](/tools/farion1231-cc-switch/trust); [agent-skills trust report](/tools/lambdatest-agent-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/_