Skill comparison
Compare agent skills before installing.
Comparing 4 skills
Use this as a shortlist, then open the skill detail page before adopting.
Decision summary
Czsc is the strongest overall pick here because it has a 100/100 readiness score and fits Coding agents.
Strongest overall
Czsc
Use this as a leading candidate, then validate the README and install path in your own agent stack.
Fastest prototype
Czsc
Best first install candidate based on install readiness and adoption.
Freshest repo
Czsc
Most recent maintenance signal among this shortlist.
| Signal | Wencai This is a wencai crawler.（i问财的策略回测接口的Pythonic工具包） | Czsc 缠中说禅技术分析工具；缠论；股票；期货；Quant；量化交易 | Northstar 国内最优秀的基于JAVA的AI开源量化交易平台，秒替文华、MC、金字塔。具备历史回放、策略研发、模拟交易、实盘交易等功能。兼顾全自动与半自动的使用场景。 | Ashare 股票行情实时数据接口-A股,完全免费的沪深证券股票数据-中国股市,python最简封装的API接口,包含日线,历史K线,分时线,分钟线,全部实时采集，系统包括新浪腾讯双数据核心采集获取，自动故障切换，STOCK数据格式成DataFrame格式,可用来查询研究量化分析，股票程序自动化交易系统.为量化研究者在数据获取方面极大地减轻工作量，更加专注于策略和模型的研究与实现。 |
|---|---|---|---|---|
| Quality | 51/100 Needs review | 100/100 Excellent | 85/100 Excellent | 92/100 Excellent |
| Decision verdict | 41/100 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. | 96/100 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. |
| Adoption | 325 stars 0 installs | 5.3K stars 0 installs | 549 stars 0 installs | 3.6K stars 0 installs |
| Freshness | Oct 16, 2022 | Jun 12, 2026 | Jun 13, 2026 | Dec 24, 2025 |
| Use-case fit | ||||
| Stack fit | ||||
| Platform hints | JavaScript, Quant, Claude Code | Rust, Quant, Claude Code | JavaScript, Quant, Claude Code | Python, Quant, Claude Code |
| Warnings | Repository looks stale · No OpenAgentSkill engagement data yet | No OpenAgentSkill engagement data yet | No OpenAgentSkill engagement data yet | No OpenAgentSkill engagement data yet |
| Best for | Web scraping workflows · Claude Code teams · builders willing to evaluate younger projects | Coding agents workflows · Claude Code teams · teams that value GitHub adoption signals | Coding agents workflows · Claude Code teams · teams that value GitHub adoption signals | Coding agents workflows · Claude Code teams · teams that value GitHub adoption signals |
| Not ideal for | teams that require actively maintained dependencies · production agents without a repository review | teams that need a vendor-supported SLA · high-compliance environments without internal security review | teams that need a vendor-supported SLA · high-compliance environments without internal security review | teams that need a vendor-supported SLA · high-compliance environments without internal security review |
| OpenAgentSkill engagement | 0 views 0 install copies | 0 views 0 install copies | 0 views 0 install copies | 0 views 0 install copies |
| Install | $ npx skills add GraySilver/wencai | $ npx skills add waditu/czsc | $ npx skills add dromara/northstar | $ npx skills add mpquant/Ashare |