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

DeepCode is the strongest overall pick here because it has a 100/100 readiness score and fits Coding agents.

Strongest overall

DeepCode

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

Fastest prototype

DeepCode

Best first install candidate based on install readiness and adoption.

Freshest repo

Mirascope

Most recent maintenance signal among this shortlist.

SignalDeepCode

"DeepCode: Open Agentic Coding (Paper2Code & Text2Web & Text2Backend)"

Mirascope

The LLM Anti-Framework

AReaL

The RL Bridge for LLM-based Agent Applications. Made Simple & Flexible.

MaiBot

MaiSaka, an LLM-based intelligent agent, is a digital lifeform devoted to understanding you and interacting in the style of a real human. She does not pursue perfection, nor does she seek efficiency; instead, she values warmth, authenticity, and genuine connection.

Quality
100/100
Excellent
97/100
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.

Adoption16K stars
0 installs
1.5K stars
0 installs
5.3K stars
0 installs
5.1K stars
0 installs
FreshnessMay 18, 2026Jun 9, 2026Jun 6, 2026Jun 6, 2026
Use-case fit
Coding agentsGitHub automationRAG and knowledge
GitHub automationCoding agentsRAG and knowledge
Coding agentsGitHub automationLocal desktop
Browser automationGitHub automationCoding agents
Stack fit
Coding review agentContent growth agent
Coding review agentContent growth agent
Coding review agentContent growth agent
Browser QA agentCoding review agent
Platform hintsPython, LLM, Claude CodePython, LLM, Claude CodePython, LLM, Claude CodePython, LLM, Claude Code
WarningsNo major risk signals from current metadataNo major risk signals from current metadataNo OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yet
Best forCoding agents workflows · Claude Code teams · teams that value GitHub adoption signalsGitHub automation workflows · Claude Code teams · teams that value GitHub adoption signalsCoding agents workflows · Claude Code teams · teams that value GitHub adoption signalsBrowser automation 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 engagement0 views
0 install copies
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0 install copies
0 views
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0 install copies
Install
$ npx skills add HKUDS/DeepCode
$ npx skills add Mirascope/mirascope
$ npx skills add areal-project/AReaL
$ npx skills add Mai-with-u/MaiBot