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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

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Decision summary

Daily Stock Analysis is the strongest overall pick here because it has a 100/100 readiness score and fits Research agents.

Strongest overall

Daily Stock Analysis

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

Fastest prototype

Daily Stock Analysis

Best first install candidate based on install readiness and adoption.

Freshest repo

Daily Stock Analysis

Most recent maintenance signal among this shortlist.

SignalPy Quantmod

Powerful financial charting library based on R's Quantmod | http://py-quantmod.readthedocs.io/en/latest/

Daily Stock Analysis

LLM驱动的 A/H/美股智能分析：多数据源行情 + 实时新闻 + LLM决策仪表盘 + 多渠道推送，零成本定时运行，纯白嫖. LLM-powered stock analysis system for A/H/US markets.

Vectorbt

The backtesting engine that gives you an unfair advantage. Run thousands of trading ideas before others finish one.

QuantLib

The QuantLib C++ library

Quality
49/100
Needs review
100/100
Excellent
100/100
Excellent
100/100
Excellent
Decision verdict
39/100
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.

Adoption191 stars
0 installs
52K stars
0 installs
7.9K stars
0 installs
7.2K stars
0 installs
FreshnessDec 8, 2020Jun 29, 2026Jun 10, 2026Jun 11, 2026
Use-case fit
Data analysisRAG and knowledgeFinance and quant
Research agentsFinance and quantRAG and knowledge
Finance and quantRAG and knowledgeCoding agents
RAG and knowledgeCoding agentsResearch agents
Stack fit
RAG knowledge baseContent growth agent
Research report agentRAG knowledge base
RAG knowledge baseCoding review agent
RAG knowledge baseContent growth agent
Platform hintsJupyter Notebook, Finance, Claude CodePython, Finance, Claude CodePython, Finance, Claude CodeC++, Finance, Claude Code
WarningsRepository looks stale · No OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yet
Best forData analysis workflows · Claude Code teams · builders willing to evaluate younger projectsResearch agents workflows · Claude Code teams · teams that value GitHub adoption signalsFinance and quant 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 require actively maintained dependencies · production agents without a repository 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
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Install
$ npx skills add jackluo/py-quantmod
$ npx skills add ZhuLinsen/daily_stock_analysis
$ npx skills add polakowo/vectorbt
$ npx skills add lballabio/QuantLib