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
Ipython is the strongest overall pick here because it has a 100/100 readiness score and fits GitHub automation.
Strongest overall
Ipython
Use this as a leading candidate, then validate the README and install path in your own agent stack.
Fastest prototype
Ipython
Best first install candidate based on install readiness and adoption.
Freshest repo
Sqlfluff
Most recent maintenance signal among this shortlist.
| Signal | Sheet2dict Simple XLSX and CSV to dictionary converter | Ipython Official repository for IPython itself. Other repos in the IPython organization contain things like the website, documentation builds, etc. | Sqlfluff A modular SQL linter and auto-formatter with support for multiple dialects and templated code. | TikTokDownloader TikTok 发布/喜欢/合辑/直播/视频/图集/音乐；抖音发布/喜欢/收藏/收藏夹/视频/图集/实况/直播/音乐/合集/评论/账号/搜索/热榜数据采集工具/下载工具 |
|---|---|---|---|---|
| Quality | 71/100 Strong | 100/100 Excellent | 100/100 Excellent | 100/100 Excellent |
| Decision verdict | 70/100 Prototype first Prototype with this skill first; keep a fallback candidate ready. | 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 | 222 stars 0 installs | 17K stars 0 installs | 9.8K stars 0 installs | 15K stars 0 installs |
| Freshness | Feb 19, 2026 | Jun 15, 2026 | Jun 19, 2026 | Jun 14, 2026 |
| Use-case fit | ||||
| Stack fit | ||||
| Platform hints | Python, CSV, Claude Code | Python, Notebook, Claude Code | Python, SQL, Claude Code | Python, CSV, Claude Code |
| Warnings | No OpenAgentSkill engagement data yet | No OpenAgentSkill engagement data yet | No OpenAgentSkill engagement data yet | No OpenAgentSkill engagement data yet |
| Best for | Workflow automation workflows · Claude Code teams · builders willing to evaluate younger projects | GitHub 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 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 | 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 Pytlicek/sheet2dict | $ npx skills add ipython/ipython | $ npx skills add sqlfluff/sqlfluff | $ npx skills add JoeanAmier/TikTokDownloader |