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

Last30days Skill is the strongest overall pick here because it has a 100/100 readiness score and fits Research agents.

Strongest overall

Last30days Skill

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

Fastest prototype

Last30days Skill

Best first install candidate based on install readiness and adoption.

Freshest repo

Last30days Skill

Most recent maintenance signal among this shortlist.

SignalLast30days Skill

Research the last 30 days across Reddit, X, YouTube, Hacker News, Polymarket, GitHub, and the web, then synthesize a grounded brief for an AI agent.

Vectorbt

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

FinanceDatabase

This is a database of 300.000+ symbols containing Equities, ETFs, Funds, Indices, Currencies, Cryptocurrencies and Money Markets.

Qlib

Qlib is an AI-oriented Quant investment platform that aims to use AI tech to empower Quant Research, from exploring ideas to implementing productions. Qlib supports diverse ML modeling paradigms, including supervised learning, market dynamics modeling, and RL, and is now equipped with https://github.com/microsoft/RD-Agent to automate R&D process.

Quality
100/100
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.

Adoption54K stars
0 installs
7.9K stars
0 installs
7.9K stars
0 installs
44K stars
0 installs
FreshnessJul 25, 2026Jun 10, 2026Jun 17, 2026Apr 22, 2026
Use-case fit
Workflow fit
Platform hintsPython, Claude Code, Codex, Cursor, Agent SkillsPython, Finance, Claude CodePython, Market Data, Claude CodePython, Finance, Claude Code
WarningsNo major risk signals from current metadataNo OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yet
Best forResearch 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 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
OpenAgentSkill engagement29 views
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Install
$ npx skills add mvanhorn/last30days-skill -g
$ npx skills add polakowo/vectorbt
$ npx skills add JerBouma/FinanceDatabase
$ npx skills add microsoft/qlib