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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

Hummingbot is the strongest overall pick here because it has a 100/100 readiness score and fits Finance and quant.

Strongest overall

Hummingbot

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

Fastest prototype

Hummingbot

Best first install candidate based on install readiness and adoption.

Freshest repo

Hummingbot

Most recent maintenance signal among this shortlist.

SignalBtplotting

btplotting provides plotting for backtests, optimization results and live data from backtrader.

Optopsy

A nimble options research and backtesting library for Python

Btgym

Scalable, event-driven, deep-learning-friendly backtesting library

Hummingbot

Open source software that helps you create and deploy high-frequency crypto trading bots

Quality
52/100
Needs review
100/100
Excellent
70/100
Strong
100/100
Excellent
Decision verdict
42/100
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.

72/100
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.

Adoption384 stars
0 installs
1.4K stars
0 installs
1.0K stars
0 installs
19K stars
0 installs
FreshnessMay 4, 2025Jun 4, 2026Aug 28, 2021Jun 12, 2026
Use-case fit
Finance and quantCoding agentsRAG and knowledge
Finance and quantCoding agentsRAG and knowledge
Finance and quantCoding agentsRAG and knowledge
Finance and quantCoding agentsRAG and knowledge
Stack fit
Coding review agentContent growth agent
Coding review agentRAG knowledge base
Coding review agentContent growth agent
Coding review agentContent growth agent
Platform hintsPython, Backtrader, Claude CodePython, Trading, Claude CodePython, Backtrader, Claude CodePython, Crypto Trading, Claude Code
WarningsRepository looks stale · No OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yetRepository looks stale · No OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yet
Best forFinance and quant workflows · Claude Code teams · builders willing to evaluate younger projectsFinance 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 require actively maintained dependencies · production agents without a repository reviewteams that need a vendor-supported SLA · high-compliance environments without internal security reviewteams that require actively maintained dependencies · production agents without a repository reviewteams that need a vendor-supported SLA · high-compliance environments without internal security review
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Install
$ npx skills add happydasch/btplotting
$ npx skills add goldspanlabs/optopsy
$ npx skills add Kismuz/btgym
$ npx skills add hummingbot/hummingbot