Skill comparison
Use this as a shortlist, then open the skill detail page before adopting.
Decision summary
Strongest overall
AlphaTree Graphic Deep Neural Network
Use this as a leading candidate, then validate the README and install path in your own agent stack.
Fastest prototype
AlphaTree Graphic Deep Neural Network
Best first install candidate based on install readiness and adoption.
Freshest repo
lintlang
Most recent maintenance signal among this shortlist.
| Signal | AlphaTree Graphic Deep Neural Network AI Roadmap:机器学习(Machine Learning)、深度学习(Deep Learning)、对抗神经网络(GAN),图神经网络(GNN),NLP,大数据相关的发展路书(roadmap), 并附海量源码(python,pytorch)带大家消化基本知识点,突破面试,完成从新手到合格工程师的跨越,其中深度学习相关论文附有tensorflow caffe官方源码,应用部分含推荐算法和知识图谱 | lintlang Lint AI agent instruction files (SKILL.md, CLAUDE.md, AGENTS.md, GEMINI.md), tool definitions, system prompts, and agent configs with the deterministic LintLang CLI. Use when writing, editing, or reviewing agent instructions to catch ambiguous tool descriptions, missing stop conditions, schema/description mismatches, mixed output formats, or prompts embedded in Python before they reach runtime. Zero-LLM static analysis; no model calls and no network calls during a scan. |
|---|---|---|
| Quality | 91/100 Excellent | 63/100 Promising |
| Decision verdict | 100/100 Production-ready Use this as a leading candidate, then validate the README and install path in your own agent stack. | 62/100 Prototype first Prototype with this skill first; keep a fallback candidate ready. |
| Adoption | 3.0K stars Verified outcomes are shown on each skill page | 137 stars Verified outcomes are shown on each skill page |
| Freshness | May 11, 2026 | Oct 7, 2026 |
| Use-case fit |
| Workflow fit |
| Platform hints | Machine Learning, Claude Code | Claude Code |
| Warnings | No OpenAgentSkill engagement data yet | No OpenAgentSkill engagement data yet |
| Best for | Multimodal media workflows · Claude Code teams · teams that value GitHub adoption signals | RAG and knowledge workflows · Claude Code teams · builders willing to evaluate younger projects |
| 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 |
| OpenAgentSkill engagement | 0 views 0 install copies | 0 views 0 install copies |
| Install | $ npx skills add weslynn/AlphaTree-graphic-deep-neural-network | $ npx skills add hermes-labs-ai/lintlang --skill lintlang |