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	MiroFish Offline Offline multi-agent simulation & prediction engine. English fork of MiroFish with Neo4j + Ollama local stack.	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.	GPTSwarm 🐝 The First Self-Improving agents with RL / Prompting Optimization
Quality	99/100 Excellent	100/100 Excellent	100/100 Excellent	91/100 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.
Adoption	2.3K stars 0 installs	71K stars 0 installs	20K stars 0 installs	1.0K stars 0 installs
Freshness	Mar 24, 2026	Jun 14, 2026	Jun 13, 2026	Feb 5, 2026
Use-case fit	Sports analytics Coding agents RAG and knowledge	Coding agents RAG and knowledge Research agents	Coding agents RAG and knowledge Browser automation	GitHub automation Coding agents RAG and knowledge
Stack fit	Content growth agent Coding review agent	Coding review agent RAG knowledge base	Coding review agent Content growth agent	Content growth agent Coding review agent
Platform hints	Python, Multi-Agent, Claude Code	Python, Multi-Agent, Claude Code	Python, Multi-Agent, Claude Code	Python, Multi-Agent, Claude Code, OpenAI Agents
Warnings	No OpenAgentSkill engagement data yet	No major risk signals from current metadata	No major risk signals from current metadata	No OpenAgentSkill engagement data yet
Best for	Sports analytics 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	GitHub automation 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	4 views 1 install copies	2 views 0 install copies	0 views 0 install copies
Install	`$ npx skills add nikmcfly/MiroFish-Offline`	`$ npx skills add bytedance/deer-flow`	`$ npx skills add google/adk-python`	`$ npx skills add metauto-ai/GPTSwarm`