Skill comparison
Use this as a shortlist, then open the skill detail page before adopting.
Decision summary
Strongest overall
Codegraph
Use this as a leading candidate, then validate the README and install path in your own agent stack.
Fastest prototype
Codegraph
Best first install candidate based on install readiness and adoption.
Freshest repo
Open Code Review
Most recent maintenance signal among this shortlist.
| Signal | React Doctor Your agent writes bad React. This catches it | Codegraph Pre-indexed code knowledge graph for Claude Code, Codex, Gemini, Cursor, OpenCode, AntiGravity, Kiro, and Hermes Agent — fewer tokens, fewer tool calls, 100% local | Open Code Review Open-source & free — Battle-tested at Alibaba's scale. Hybrid architecture code review tool: deterministic pipelines + LLM Agent, precise line-level comments, built-in fine-tuned ruleset (NPE, thread-safety, XSS, SQL injection), OpenAI & Anthropic compatible. | Reviewdog 🐶 Automated code review tool integrated with any code analysis tools regardless of programming language |
|---|---|---|---|---|
| Quality | 100/100 Excellent | 100/100 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. |
| Adoption | 13K stars 0 installs | 54K stars 0 installs | 11K stars 0 installs |
| 9.4K stars 0 installs |
| Freshness | Jun 14, 2026 | Jun 24, 2026 | Jul 23, 2026 | Jun 12, 2026 |
| Use-case fit |
| Workflow fit |
| Platform hints | TypeScript, Code Review, Claude Code | TypeScript, Claude Code, OpenAI Agents, Cursor | Go, Code Review, Claude Code, OpenAI Agents | Go, Code Review, Claude Code |
| Warnings | No OpenAgentSkill engagement data yet | No OpenAgentSkill engagement data yet | No OpenAgentSkill engagement data yet | No OpenAgentSkill engagement data yet |
| Best for | 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 | 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 | 0 views 0 install copies | 0 views 0 install copies |
| Install | $ npx skills add millionco/react-doctor | $ npx skills add colbymchenry/codegraph | $ npx skills add alibaba/open-code-review | $ npx skills add reviewdog/reviewdog |