Skill comparison
Compare agent skills before installing.
Put high-signal skills side by side and inspect quality, adoption, freshness, install readiness, use-case fit, and warnings in one place.
Comparing 4 skills
Use this as a shortlist, then open the skill detail page before adopting.
Decision summary
DeepCode is the strongest overall pick here because it has a 100/100 readiness score and fits Coding agents.
Strongest overall
DeepCode
Use this as a leading candidate, then validate the README and install path in your own agent stack.
Fastest prototype
DeepCode
Best first install candidate based on install readiness and adoption.
Freshest repo
Chinese Llm Benchmark
Most recent maintenance signal among this shortlist.
| Signal | Awesome GUI Agent 💻 A curated list of papers and resources for multi-modal Graphical User Interface (GUI) agents. | DeepCode "DeepCode: Open Agentic Coding (Paper2Code & Text2Web & Text2Backend)" | Chinese Llm Benchmark 非线智能 NoneLinear - ReLE评测：中文AI大模型能力评测（持续更新）：目前已囊括374个大模型，覆盖chatgpt、gpt-5.4、谷歌gemini-3.1-pro、Claude-4.6、文心ERNIE-X1.1、ERNIE-5.0、qwen3.6-max、qwen3.6-plus、百川、讯飞星火、商汤senseChat等商用模型， 以及step3.5-flash、kimi-k2.6、ernie4.5、MiniMax-M2.7、deepseek-v4、Qwen3.6、llama4、智谱GLM-5.1、MiMo-V2、LongCat、gemma4、mistral等开源大模型。不仅提供排行榜，也提供规模超200万的大模型缺陷库！方便广大社区研究分析、改进大模型。 | AgentBench A Comprehensive Benchmark to Evaluate LLMs as Agents (ICLR'24) |
|---|---|---|---|---|
| Quality | 79/100 Strong | 100/100 Excellent | 100/100 Excellent | 97/100 Excellent |
| Decision verdict | 81/100 Strong shortlist Shortlist this skill and compare it with close alternatives before production adoption. | 100/100 Production-ready Use this as a leading candidate, then validate the README and install path in your own agent stack. | 100/100 Production-ready Use this as a leading candidate, then validate the README and install path in your own agent stack. | 100/100 Production-ready Use this as a leading candidate, then validate the README and install path in your own agent stack. |
| Adoption | 1.2K stars 0 installs | 16K stars 0 installs | 6.2K stars 0 installs | 3.5K stars 0 installs |
| Freshness | Aug 17, 2025 | May 18, 2026 | Jun 7, 2026 | Feb 8, 2026 |
| Use-case fit | ||||
| Stack fit | ||||
| Platform hints | LLM, Claude Code | Python, LLM, Claude Code | LLM, Claude Code, OpenAI Agents | Python, LLM, Claude Code, OpenAI Agents |
| Warnings | No OpenAgentSkill engagement data yet | No OpenAgentSkill engagement data yet | No OpenAgentSkill engagement data yet | No major risk signals from current metadata |
| Best for | Coding agents workflows · Claude Code teams · teams that value GitHub adoption signals | Coding agents workflows · Claude Code teams · teams that value GitHub adoption signals | GitHub automation workflows · Claude Code teams · teams that value GitHub adoption signals | Coding agents workflows · Claude Code teams · teams that value GitHub adoption signals |
| Not ideal for | teams that need a vendor-supported SLA · high-compliance environments without internal security review | teams that need a vendor-supported SLA · high-compliance environments without internal security review | teams that need a vendor-supported SLA · high-compliance environments without internal security review | teams that need a vendor-supported SLA · high-compliance environments without internal security review |
| OpenAgentSkill engagement | 0 views 0 install copies | 0 views 0 install copies | 0 views 0 install copies | 2 views 0 install copies |
| Install | $ npx skills add showlab/Awesome-GUI-Agent | $ npx skills add HKUDS/DeepCode | $ npx skills add jeinlee1991/chinese-llm-benchmark | $ npx skills add THUDM/AgentBench |