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

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.

Signal	Agents Failure Attribution Benchmark for automated failure attributions in agentic systems (🏆 ICML 2025 Spotlight)	PentestGPT Automated Penetration Testing Agentic Framework Powered by Large Language Models	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.
Quality	73/100 Strong	100/100 Excellent	100/100 Excellent	100/100 Excellent
Decision verdict	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.	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.
Adoption	375 stars 0 installs	14K stars 0 installs	71K stars 0 installs	20K stars 0 installs
Freshness	Feb 11, 2026	Jun 7, 2026	Jun 14, 2026	Jun 13, 2026
Use-case fit	Coding agents RAG and knowledge Workflow automation	Coding agents RAG and knowledge Browser automation	Coding agents RAG and knowledge Research agents	Coding agents RAG and knowledge Browser automation
Stack fit	Content growth agent Coding review agent	Coding review agent Content growth agent	Coding review agent RAG knowledge base	Coding review agent Content growth agent
Platform hints	Python, Multi-Agent, Claude Code	Python, LLM, Claude Code	Python, Multi-Agent, Claude Code	Python, Multi-Agent, Claude Code
Warnings	No OpenAgentSkill engagement data yet	No OpenAgentSkill engagement data yet	No major risk signals from current metadata	No OpenAgentSkill engagement data yet
Best for	Coding agents 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 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	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	8 views 1 install copies	0 views 0 install copies
Install	`$ npx skills add ag2ai/Agents_Failure_Attribution`	`$ npx skills add GreyDGL/PentestGPT`	`$ npx skills add bytedance/deer-flow`	`$ npx skills add google/adk-python`