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.

Add more skills

Decision summary

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

Strongest overall

Deer Flow

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

Fastest prototype

Deer Flow

Best first install candidate based on install readiness and adoption.

Freshest repo

Deer Flow

Most recent maintenance signal among this shortlist.

SignalChatArena

ChatArena (or Chat Arena) is a Multi-Agent Language Game Environments for LLMs. The goal is to develop communication and collaboration capabilities of AIs.

Deer Flow

An open-source long-horizon SuperAgent harness that researches, codes, and creates. With the help of sandboxes, memories, tools, skill, subagents and message gateway, it handles different levels of tasks that could take minutes to hours.

Adk Python

An open-source, code-first Python toolkit for building, evaluating, and deploying sophisticated AI agents with flexibility and control.

Agent Framework

A framework for building, orchestrating and deploying AI agents and multi-agent workflows with support for Python and .NET.

Quality
85/100
Excellent
100/100
Excellent
100/100
Excellent
100/100
Excellent
Decision verdict
87/100
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.

Adoption1.5K stars
0 installs
71K stars
0 installs
20K stars
0 installs
11K stars
0 installs
FreshnessAug 11, 2025Jun 14, 2026Jun 13, 2026Jun 14, 2026
Use-case fit
Stack fit
Platform hintsPython, Multi-Agent, Claude Code, OpenAI AgentsPython, Multi-Agent, Claude CodePython, Multi-Agent, Claude CodePython, Multi-Agent, Claude Code
WarningsNo OpenAgentSkill engagement data yetNo major risk signals from current metadataNo major risk signals from current metadataNo major risk signals from current metadata
Best forGitHub automation workflows · Claude Code teams · teams that value GitHub adoption signalsCoding agents workflows · Claude Code teams · teams that value GitHub adoption signalsCoding agents workflows · Claude Code teams · teams that value GitHub adoption signalsCoding agents 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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1 install copies
2 views
0 install copies
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0 install copies
Install
$ npx skills add Farama-Foundation/ChatArena
$ npx skills add bytedance/deer-flow
$ npx skills add google/adk-python
$ npx skills add microsoft/agent-framework