Skill comparison
Compare agent skills before installing.
Comparing 4 skills
Use this as a shortlist, then open the skill detail page before adopting.
Decision summary
LLMs From Scratch is the strongest overall pick here because it has a 100/100 readiness score and fits GitHub automation.
Strongest overall
LLMs From Scratch
Use this as a leading candidate, then validate the README and install path in your own agent stack.
Fastest prototype
LLMs From Scratch
Best first install candidate based on install readiness and adoption.
Freshest repo
Cog
Most recent maintenance signal among this shortlist.
| Signal | Glide 🐦 A open blazing-fast simple model gateway for rapid development of production GenAI apps | Prompt Engineering 22 prompt engineering techniques with hands-on Jupyter Notebook tutorials, from fundamental concepts to advanced strategies for leveraging LLMs. | Cog Containers for machine learning | LLMs From Scratch Implement a ChatGPT-like LLM in PyTorch from scratch, step by step |
|---|---|---|---|---|
| Quality | 48/100 Needs review | 100/100 Excellent | 100/100 Excellent | 100/100 Excellent |
| Decision verdict | 38/100 Needs manual review Do a manual repository review before adding this to an agent workflow. | 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 | 161 stars 0 installs | 7.6K stars 0 installs | 9.4K stars 0 installs | 97K stars 0 installs |
| Freshness | Aug 12, 2024 | Jun 11, 2026 | Jun 12, 2026 | Jun 2, 2026 |
| Use-case fit | ||||
| Stack fit | ||||
| Platform hints | Go, MLOps, Claude Code | Jupyter Notebook, Machine Learning, Claude Code, OpenAI Agents | Go, Machine Learning, Claude Code | Jupyter Notebook, Machine Learning, Claude Code, OpenAI Agents |
| Warnings | Repository looks stale · No OpenAgentSkill engagement data yet | No OpenAgentSkill engagement data yet | No OpenAgentSkill engagement data yet | No OpenAgentSkill engagement data yet |
| Best for | Coding agents workflows · Claude Code teams · builders willing to evaluate younger projects | 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 |
| Not ideal for | teams that require actively maintained dependencies · production agents without a repository 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 | 0 views 0 install copies |
| Install | $ npx skills add EinStack/glide | $ npx skills add NirDiamant/Prompt_Engineering | $ npx skills add replicate/cog | $ npx skills add rasbt/LLMs-from-scratch |