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
Ta Lib Python is the strongest overall pick here because it has a 100/100 readiness score and fits RAG and knowledge.
Strongest overall
Ta Lib Python
Use this as a leading candidate, then validate the README and install path in your own agent stack.
Fastest prototype
Ta Lib Python
Best first install candidate based on install readiness and adoption.
Freshest repo
QuantLib
Most recent maintenance signal among this shortlist.
| Signal | Senator Filings Scrape public filings of the buy + sell orders of U.S. senators and calculate their returns | QuantsPlaybook 量化研究-券商金工研报复现 | Ta Lib Python Python wrapper for TA-Lib (http://ta-lib.org/). | QuantLib The QuantLib C++ library |
|---|---|---|---|---|
| Quality | 52/100 Needs review | 98/100 Excellent | 100/100 Excellent | 100/100 Excellent |
| Decision verdict | 42/100 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 | 411 stars 0 installs | 5.3K stars 0 installs | 12K stars 0 installs | 7.2K stars 0 installs |
| Freshness | Jan 19, 2024 | May 8, 2026 | Mar 16, 2026 | Jun 11, 2026 |
| Use-case fit | ||||
| Stack fit | ||||
| Platform hints | Jupyter Notebook, Finance, Claude Code | Jupyter Notebook, Finance, Claude Code | Cython, Finance, Claude Code | C++, Finance, 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 | RAG and knowledge workflows · Claude Code teams · builders willing to evaluate younger projects | 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 | 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 | 0 views 0 install copies |
| Install | $ npx skills add neelsomani/senator-filings | $ npx skills add hugo2046/QuantsPlaybook | $ npx skills add TA-Lib/ta-lib-python | $ npx skills add lballabio/QuantLib |