--- title: "lamda vs agent-skills" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/firerpa-lamda-vs-lambdatest-agent-skills" tools: ["firerpa-lamda", "lambdatest-agent-skills"] --- # lamda vs agent-skills *GraphCanon updated Sep 20, 2026* ## Verdict Pick lamda if lamda is an Android full-stack device control platform with tools for remote desktop control via WebRTC/H264, UI/OCR/image-matching automation, and built-in Frida; pick agent-skills if agent-skills offers AI-driven coding assistants for test automation in multiple frameworks like Selenium, Playwright, and Cypress. [lamda](https://device-farm.com/) reports 8.3k GitHub stars, 1.1k forks, and 45 open issues, last pushed Aug 30, 2026. [agent-skills](https://agentskillsforall.com/) has 366 stars, 69 forks, and 4 open issues, last pushed Jul 24, 2026. Figures are from public GitHub metadata via [lamda's repository](https://github.com/firerpa/lamda) and [agent-skills's repository](https://github.com/LambdaTest/agent-skills). | | [lamda](/tools/firerpa-lamda.md) | [agent-skills](/tools/lambdatest-agent-skills.md) | | --- | --- | --- | | Tagline | Android full-stack device control platform with remote access and automation capabilities | AI agent skills for automated test frameworks | | Stars | 8,297 | 366 | | Forks | 1,115 | 69 | | Open issues | 45 | 4 | | Language | Python | Python | | Adopt for | lamda is an Android full-stack device control platform with tools for remote desktop control via WebRTC/H264, UI/OCR/image-matching automation, and built-in Frida. | Agent-skills offers AI-driven coding assistants for test automation in multiple frameworks like Selenium, Playwright, and Cypress. | | Persona | - | - | | Runtime | - | - | | License | MIT | MIT License allows free use provided proper attribution and no warranty is assumed. | | Categories | AI Agents, Developer Tools, Evaluation & Observability | AI Agents | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [lamda](/tools/firerpa-lamda.md) | [agent-skills](/tools/lambdatest-agent-skills.md) | | --- | --- | --- | | Maintenance | Active (82%) | Steady (60%) | | Days since push | 15d | 42d | | Open issues (now) | 45 | 4 | | Stars delta | +176 (30d) | +19 (30d) | | Open issues delta | +4 (30d) | +1 (30d) | | Full report | [trust report](/tools/firerpa-lamda/trust.md) | [trust report](/tools/lambdatest-agent-skills/trust.md) | ## Decision facts: lamda - **Hosting:** self hosted - **Pricing:** freemium - Available under the MIT license; includes paid support options not covered in open-source documentation. - **Adopt for:** lamda is an Android full-stack device control platform with tools for remote desktop control via WebRTC/H264, UI/OCR/image-matching automation, and built-in Frida. ## Decision facts: agent-skills - **Requirements:** Works best integrated within the TestMu AI platform previously known as LambdaTest. - **Adopt for:** Agent-skills offers AI-driven coding assistants for test automation in multiple frameworks like Selenium, Playwright, and Cypress. - **License detail:** MIT License allows free use provided proper attribution and no warranty is assumed. ## Choose when ### Choose lamda if… - Pricing: Available under the MIT license; includes paid support options not covered in open-source documentation.. - Tags unique to lamda: adb, agents, android, automation. - Also covers Developer Tools, Evaluation & Observability. - When you need a comprehensive set of over 160 APIs optimized for multi-device cluster management ### Choose agent-skills if… - Requirements: Works best integrated within the TestMu AI platform previously known as LambdaTest.. - Tags unique to agent-skills: cypress, playwright, selenium, test automation. - Use when your project requires expert-level test automation code across major frameworks. ## When NOT to use lamda - If your project strictly avoids open-source tools under the MIT license, favoring proprietary or different licensing schemes - When you do not require extensive networking options such as proxy/VPN/P2P within the toolset - For projects that need fewer API integrations or lighter control capabilities over remote devices ## When NOT to use agent-skills - Avoid if your team prefers manual coding of tests over AI-assisted generation, as this tool significantly automates that process. - Do not use if the project strictly limits dependencies on external platforms for security or control reasons, given its integration with a cloud testing service. ## Common questions ### What is the difference between lamda and agent-skills? lamda: Android full-stack device control platform with remote access and automation capabilities. agent-skills: AI agent skills for automated test frameworks. See the comparison table for live GitHub stats and shared categories. ### When should I choose lamda over agent-skills? Choose lamda over agent-skills when Pricing: Available under the MIT license; includes paid support options not covered in open-source documentation.; Tags unique to lamda: adb, agents, android, automation; Also covers Developer Tools, Evaluation & Observability; When you need a comprehensive set of over 160 APIs optimized for multi-device cluster management. ### When should I choose agent-skills over lamda? Choose agent-skills over lamda when Requirements: Works best integrated within the TestMu AI platform previously known as LambdaTest.; Tags unique to agent-skills: cypress, playwright, selenium, test automation; Use when your project requires expert-level test automation code across major frameworks. ### When should I avoid lamda? If your project strictly avoids open-source tools under the MIT license, favoring proprietary or different licensing schemes When you do not require extensive networking options such as proxy/VPN/P2P within the toolset For projects that need fewer API integrations or lighter control capabilities over remote devices ### When should I avoid agent-skills? Avoid if your team prefers manual coding of tests over AI-assisted generation, as this tool significantly automates that process. Do not use if the project strictly limits dependencies on external platforms for security or control reasons, given its integration with a cloud testing service. ### Is lamda or agent-skills more popular on GitHub? lamda has more GitHub stars (8,297 vs 366). Stars measure visibility, not whether either tool fits your constraints. ### Are lamda and agent-skills open source? Yes - both are open-source projects on GitHub (lamda: MIT, agent-skills: MIT). ### Where can I find alternatives to lamda or agent-skills? GraphCanon lists graph-backed alternatives at [lamda alternatives](/tools/firerpa-lamda/alternatives) and [agent-skills alternatives](/tools/lambdatest-agent-skills/alternatives) ([lamda markdown twin](/tools/firerpa-lamda/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/firerpa-lamda-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, lamda or agent-skills? lamda: Active. agent-skills: Steady. 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 lamda and agent-skills? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [lamda trust report](/tools/firerpa-lamda/trust); [agent-skills trust report](/tools/lambdatest-agent-skills/trust). --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=firerpa-lamda`](/api/graphcanon/graph?tool=firerpa-lamda) - 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/_