Skill comparison
Use this as a shortlist, then open the skill detail page before adopting.
Decision summary
Strongest overall
SurfSense
Use this as a leading candidate, then validate the README and install path in your own agent stack.
Fastest prototype
SurfSense
Best first install candidate based on install readiness and adoption.
Freshest repo
LEANN
Most recent maintenance signal among this shortlist.
| Signal | TaskingAI The open source platform for AI-native application development. | SurfSense An open source, privacy focused alternative to NotebookLM for teams with no data limits. Join our Discord: https://discord.gg/ejRNvftDp9 | LEANN [MLsys2026]: RAG on Everything with LEANN. Enjoy 97% storage savings while running a fast, accurate, and 100% private RAG application on your personal device. | LEANN [MLsys2026]: RAG on Everything with LEANN. Enjoy 97% storage savings while running a fast, accurate, and 100% private RAG application on your personal device. |
|---|---|---|---|---|
| Quality | 78/100 Strong | 100/100 Excellent | 100/100 Excellent | 100/100 Excellent |
| Decision verdict | 80/100 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. | 100/100 Production-ready Use this as a leading candidate, then validate the README and install path in your own agent stack. |
| Adoption | 5.4K stars Verified outcomes are shown on each skill page | 15K stars Verified outcomes are shown on each skill page | 13K stars Verified outcomes are shown on each skill page |
| 12K stars Verified outcomes are shown on each skill page |
| Freshness | Dec 2, 2024 | Jun 27, 2026 | Jul 3, 2026 | Jun 9, 2026 |
| Use-case fit |
| Workflow fit |
| Platform hints | Python, RAG, Claude Code, OpenAI Agents, LangChain | Python, RAG, Claude Code, LangChain | Python, RAG, Claude Code, OpenAI Agents, LangChain | Python, RAG, Claude Code, OpenAI Agents, LangChain |
| Warnings | Repository looks stale · No OpenAgentSkill engagement data yet | No OpenAgentSkill engagement data yet | No OpenAgentSkill engagement data yet | No major risk signals from current metadata |
| Best for | RAG and knowledge workflows · Claude Code teams · teams that value GitHub adoption signals | RAG and knowledge workflows · Claude Code teams · teams that value GitHub adoption signals | Local desktop workflows · Claude Code teams · teams that value GitHub adoption signals | RAG and knowledge 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 | 15 views 0 install copies |
| Install | $ npx skills add TaskingAI/TaskingAI | $ npx skills add MODSetter/SurfSense | $ npx skills add yichuan-w/LEANN | $ npx skills add StarTrail-org/LEANN |