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.

Add more skills

Decision summary

Qbot is the strongest overall pick here because it has a 100/100 readiness score and fits RAG and knowledge.

Strongest overall

Qbot

Use this as a leading candidate, then validate the README and install path in your own agent stack.

Fastest prototype

Qbot

Best first install candidate based on install readiness and adoption.

Freshest repo

QuantLib

Most recent maintenance signal among this shortlist.

SignalQuantsPlaybook

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

Qbot

[🔥updating ...] AI 自动量化交易机器人(完全本地部署) AI-powered Quantitative Investment Research Platform. 📃 online docs: https://ufund-me.github.io/Qbot ✨ :news: qbot-mini: https://github.com/Charmve/iQuant

Quality
98/100
Excellent
100/100
Excellent
100/100
Excellent
100/100
Excellent
Decision verdict
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.

100/100
Production-ready

Use this as a leading candidate, then validate the README and install path in your own agent stack.

Adoption5.3K stars
0 installs
12K stars
0 installs
7.2K stars
0 installs
18K stars
0 installs
FreshnessMay 8, 2026Mar 16, 2026Jun 11, 2026Mar 11, 2026
Use-case fit
RAG and knowledgeResearch agentsFinance and quant
RAG and knowledgeResearch agentsCoding agents
RAG and knowledgeCoding agentsResearch agents
RAG and knowledgeBrowser automationResearch agents
Stack fit
RAG knowledge baseResearch report agent
RAG knowledge baseResearch report agent
RAG knowledge baseContent growth agent
RAG knowledge baseResearch report agent
Platform hintsJupyter Notebook, Finance, Claude CodeCython, Finance, Claude CodeC++, Finance, Claude CodeJupyter Notebook, Finance, Claude Code
WarningsNo OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yet
Best forRAG and knowledge workflows · Claude Code teams · teams that value GitHub adoption signalsRAG and knowledge workflows · Claude Code teams · teams that value GitHub adoption signalsRAG and knowledge workflows · Claude Code teams · teams that value GitHub adoption signalsRAG and knowledge workflows · Claude Code teams · teams that value GitHub adoption signals
Not ideal forteams that need a vendor-supported SLA · high-compliance environments without internal security reviewteams that need a vendor-supported SLA · high-compliance environments without internal security reviewteams that need a vendor-supported SLA · high-compliance environments without internal security reviewteams that need a vendor-supported SLA · high-compliance environments without internal security review
OpenAgentSkill engagement0 views
0 install copies
0 views
0 install copies
0 views
0 install copies
0 views
0 install copies
Install
$ npx skills add hugo2046/QuantsPlaybook
$ npx skills add TA-Lib/ta-lib-python
$ npx skills add lballabio/QuantLib
$ npx skills add UFund-Me/Qbot