Skill comparison
Use this as a shortlist, then open the skill detail page before adopting.
Decision summary
Strongest overall
Open Notebook
Use this as a leading candidate, then validate the README and install path in your own agent stack.
Fastest prototype
Open Notebook
Best first install candidate based on install readiness and adoption.
Freshest repo
Notebook
Most recent maintenance signal among this shortlist.
| Signal | Iosnotebook 这是一本用于记录 iOS 开发过程中遇到的一些问题和解决方案的电子书。 | Open Notebook An Open Source implementation of Notebook LM with more flexibility and features | Knex A query builder for PostgreSQL, MySQL, CockroachDB, SQL Server, SQLite3 and Oracle, designed to be flexible, portable, and fun to use. | Notebook Jupyter Interactive Notebook |
|---|---|---|---|---|
| Quality | 43/100 Needs review | 100/100 Excellent | 100/100 Excellent | 100/100 Excellent |
| Decision verdict | 33/100 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 | 147 stars Verified outcomes are shown on each skill page | 32K stars Verified outcomes are shown on each skill page | 20K stars Verified outcomes are shown on each skill page |
| 13K stars Verified outcomes are shown on each skill page |
| Freshness | Aug 12, 2020 | Jun 18, 2026 | Jun 17, 2026 | Jun 19, 2026 |
| Use-case fit |
| Workflow fit |
| Platform hints | JavaScript, Notebook, Claude Code | TypeScript, Notebook, Claude Code | JavaScript, SQL, Claude Code | Jupyter Notebook, Notebook, 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 | Research agents workflows · Claude Code teams · teams that value GitHub adoption signals | Database and SQL 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 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 yujiuqie/iosnotebook | $ npx skills add lfnovo/open-notebook | $ npx skills add knex/knex | $ npx skills add jupyter/notebook |