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
Flask AppBuilder is the strongest overall pick here because it has a 100/100 readiness score and fits Coding agents.
Strongest overall
Flask AppBuilder
Use this as a leading candidate, then validate the README and install path in your own agent stack.
Fastest prototype
Flask AppBuilder
Best first install candidate based on install readiness and adoption.
Freshest repo
Flask AppBuilder
Most recent maintenance signal among this shortlist.
| Signal | Learnr Interactive Tutorials with R Markdown | Flask AppBuilder Simple and rapid application development framework, built on top of Flask. includes detailed security, auto CRUD generation for your models, google charts and much more. Demo (login with guest/welcome) - http://flaskappbuilder.pythonanywhere.com/ | Dataset Easy-to-use data handling for SQL data stores with support for implicit table creation, bulk loading, and transactions. | Alembic A database migrations tool for SQLAlchemy. |
|---|---|---|---|---|
| Quality | 68/100 Promising | 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 | 734 stars 0 installs | 5.0K stars 0 installs | 4.9K stars 0 installs | 4.2K stars 0 installs |
| Freshness | Nov 13, 2025 | Jun 5, 2026 | Apr 12, 2026 | May 31, 2026 |
| Use-case fit | ||||
| Stack fit | ||||
| Platform hints | R, SQL, Claude Code | Python, SQL, Claude Code | Python, SQL, Claude Code | Python, SQL, 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 | 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 | Database and SQL 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 rstudio/learnr | $ npx skills add dpgaspar/Flask-AppBuilder | $ npx skills add pudo/dataset | $ npx skills add sqlalchemy/alembic |