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

To Tickets is the strongest overall pick here because it has a 100/100 readiness score and fits GitHub automation.

Strongest overall

To Tickets

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

Fastest prototype

To Tickets

Best first install candidate based on install readiness and adoption.

Freshest repo

To Tickets

Most recent maintenance signal among this shortlist.

SignalTo Tickets

Break a plan, spec, or conversation into independently actionable tracer-bullet tickets with explicit blocking relationships.

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.

Adoption177K stars
0 installs
7.9K stars
0 installs
7.9K stars
0 installs
44K stars
0 installs
FreshnessJul 17, 2026Jun 10, 2026Jun 17, 2026Apr 22, 2026
Use-case fit
Workflow fit
Platform hintsClaude Code, Codex, Cursor, OpenAI AgentsPython, Finance, Claude CodePython, Market Data, Claude CodePython, Finance, Claude Code
WarningsMay write local files or publish multiple issues and labels to an external tracker. · No OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yet
Best forGitHub automation 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 · 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
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Install
$ npx skills add mattpocock/skills --skill to-tickets
$ npx skills add polakowo/vectorbt
$ npx skills add JerBouma/FinanceDatabase
$ npx skills add microsoft/qlib