Skill comparison
Compare agent skills before installing.
Comparing 4 skills
Use this as a shortlist, then open the skill detail page before adopting.
Decision summary
Agentmemory is the strongest overall pick here because it has a 100/100 readiness score and fits Coding agents.
Strongest overall
Agentmemory
Use this as a leading candidate, then validate the README and install path in your own agent stack.
Fastest prototype
Agentmemory
Best first install candidate based on install readiness and adoption.
Freshest repo
Codex Agent Team
Most recent maintenance signal among this shortlist.
| Signal | Codex Agent Team A Codex skill that selects and coordinates minimal safe agent setups with deterministic guardrails and human gates. | Agentmemory #1 Persistent memory for AI coding agents based on real-world benchmarks | Cmux Ghostty-based macOS terminal with vertical tabs and notifications for AI coding agents | Humanlayer The best way to get AI coding agents to solve hard problems in complex codebases. |
|---|---|---|---|---|
| Quality | 70/100 Strong | 100/100 Excellent | 100/100 Excellent | 100/100 Excellent |
| Decision verdict | 69/100 Prototype first Prototype with this skill first; keep a fallback candidate ready. | 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 | 14 stars 0 installs | 23K stars 0 installs | 22K stars 0 installs | 11K stars 0 installs |
| Freshness | Aug 2, 2026 | Jun 15, 2026 | Jun 16, 2026 | Jun 19, 2026 |
| Use-case fit | ||||
| Workflow fit | ||||
| Platform hints | Python, Claude Code, OpenAI Agents | TypeScript, Coding Agent, Claude Code, OpenAI Agents | Swift, Coding Agent, Claude Code, OpenAI Agents | TypeScript, Coding Agent, Claude Code, OpenAI Agents |
| Warnings | Low GitHub adoption signal · No OpenAgentSkill engagement data yet | No OpenAgentSkill engagement data yet | No OpenAgentSkill engagement data yet | No OpenAgentSkill engagement data yet |
| Best for | GitHub automation 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 · production agents without a repository 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 youngfor-shoot/codex-agent-team | $ npx skills add rohitg00/agentmemory | $ npx skills add manaflow-ai/cmux | $ npx skills add humanlayer/humanlayer |