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
Nltk is the strongest overall pick here because it has a 100/100 readiness score and fits Coding agents.
Strongest overall
Nltk
Use this as a leading candidate, then validate the README and install path in your own agent stack.
Fastest prototype
NLP Progress
Best first install candidate based on install readiness and adoption.
Freshest repo
Nltk
Most recent maintenance signal among this shortlist.
| Signal | Pattern Web mining module for Python, with tools for scraping, natural language processing, machine learning, network analysis and visualization. | Nltk NLTK Source | Autotrain Advanced 🤗 AutoTrain Advanced | NLP Progress Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks. |
|---|---|---|---|---|
| Quality | 80/100 Strong | 100/100 Excellent | 100/100 Excellent | 86/100 Excellent |
| Decision verdict | 82/100 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. | 88/100 Production-ready Use this as a leading candidate, then validate the README and install path in your own agent stack. |
| Adoption | 8.9K stars 0 installs | 15K stars 0 installs | 4.6K stars 0 installs | 23K stars 0 installs |
| Freshness | Jun 10, 2024 | Jun 11, 2026 | May 26, 2026 | Jul 28, 2024 |
| Use-case fit | ||||
| Stack fit | ||||
| Platform hints | Python, Machine Learning, Claude Code | Python, Machine Learning, Claude Code | Python, Machine Learning, Claude Code | Python, Machine Learning, Claude Code |
| Warnings | Repository looks stale · No OpenAgentSkill engagement data yet | No OpenAgentSkill engagement data yet | No OpenAgentSkill engagement data yet | Repository looks stale · No OpenAgentSkill engagement data yet |
| 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 | Coding agents 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 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 require actively maintained dependencies · production agents without a repository 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 clips/pattern | $ npx skills add nltk/nltk | $ npx skills add huggingface/autotrain-advanced | $ npx skills add sebastianruder/NLP-progress |