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
Pathway is the strongest overall pick here because it has a 100/100 readiness score and fits Coding agents.
Strongest overall
Pathway
Use this as a leading candidate, then validate the README and install path in your own agent stack.
Fastest prototype
Pathway
Best first install candidate based on install readiness and adoption.
Freshest repo
Node Csv
Most recent maintenance signal among this shortlist.
| Signal | Sentinel Crawler Xenomorph Crawler, a Concise, Declarative and Observable Distributed Crawler(Node / Go / Java / Rust) For Web, RDB, OS, also can act as a Monitor(with Prometheus) or ETL for Infrastructure :dizzy: 多语言执行器，分布式爬虫 | Airflow Apache Airflow - A platform to programmatically author, schedule, and monitor workflows | Pathway Python ETL framework for stream processing, real-time analytics, LLM pipelines, and RAG. | Node Csv Full featured CSV parser with simple api and tested against large datasets. |
|---|---|---|---|---|
| Quality | 47/100 Needs review | 100/100 Excellent | 100/100 Excellent | 100/100 Excellent |
| Decision verdict | 37/100 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 | 124 stars Verified outcomes are shown on each skill page | 46K stars Verified outcomes are shown on each skill page | 63K stars Verified outcomes are shown on each skill page | 4.3K stars Verified outcomes are shown on each skill page |
| Freshness | Apr 15, 2023 | Jun 20, 2026 | Jul 2, 2026 | Aug 5, 2026 |
| Use-case fit | ||||
| Workflow fit | ||||
| Platform hints | JavaScript, ETL, Claude Code | Python, ETL, Claude Code | Python, ETL, Claude Code | JavaScript, CSV, Claude Code |
| 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 | Workflow automation workflows · Claude Code teams · teams that value GitHub adoption signals | Coding agents workflows · Claude Code teams · teams that value GitHub adoption signals | Workflow 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 wx-chevalier/sentinel-crawler | $ npx skills add apache/airflow | $ npx skills add pathwaycom/pathway | $ npx skills add adaltas/node-csv |