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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

Use this as a shortlist, then open the skill detail page before adopting.

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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.

SignalTorchtrade

Modular reinforcement learning framework for algorithmic trading

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.

Quantstats

Portfolio analytics for quants, written in Python

Finance

150+ quantitative finance Python programs to help you gather, manipulate, and analyze stock market data

Quality
77/100
Strong
100/100
Excellent
100/100
Excellent
100/100
Excellent
Decision verdict
76/100
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.

Adoption392 stars
0 installs
43K stars
0 installs
7.3K stars
0 installs
3.9K stars
0 installs
FreshnessMay 5, 2026Jun 14, 2026Jan 13, 2026Mar 26, 2026
Use-case fit
Finance and quantRAG and knowledgeCoding agents
Research agentsFinance and quantRAG and knowledge
Finance and quantRAG and knowledgeResearch agents
Finance and quantRAG and knowledgeResearch agents
Stack fit
RAG knowledge baseContent growth agent
Research report agentRAG knowledge base
RAG knowledge baseResearch report agent
RAG knowledge baseResearch report agent
Platform hintsPython, Finance, Claude CodePython, Finance, Claude CodePython, Finance, Claude CodePython, Finance, Claude Code
WarningsNo OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yet
Best forFinance and quant 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 signalsFinance and quant 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
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Install
$ npx skills add TorchTrade/torchtrade
$ npx skills add ZhuLinsen/daily_stock_analysis
$ npx skills add ranaroussi/quantstats
$ npx skills add shashankvemuri/Finance