Skill comparison
Use this as a shortlist, then open the skill detail page before adopting.
Decision summary
Strongest overall
Implement
Use this as a leading candidate, then validate the README and install path in your own agent stack.
Fastest prototype
Implement
Best first install candidate based on install readiness and adoption.
Freshest repo
read-memories
Most recent maintenance signal among this shortlist.
| Signal | read-memories Search past Claude Code session logs to recover context from previous conversations. Finds past decisions, data paths, CRS info, model configurations, and unresolved work. Works across all projects or scoped to the current one. | Implement Implement work from an approved spec or ticket set, run focused and full tests, invoke code review, and commit the result to the current branch. |
|---|---|---|
| Quality | 50/100 Needs review | 100/100 Excellent |
| Decision verdict | 49/100 Needs manual review Do a manual repository review before adding this to an agent workflow. | 100/100 Production-ready Use this as a leading candidate, then validate the README and install path in your own agent stack. |
| Adoption | 30 stars Verified outcomes are shown on each skill page | 176K stars Verified outcomes are shown on each skill page |
| Freshness | Jul 20, 2026 | Jul 17, 2026 |
| Use-case fit |
| Workflow fit |
| Platform hints | Claude Code | Claude Code, Codex, Cursor, OpenAI Agents |
| Warnings | Low GitHub adoption signal · No OpenAgentSkill engagement data yet | Modifies repository files, executes project commands, and creates a Git commit on the current branch. · No OpenAgentSkill engagement data yet |
| Best for | Research agents workflows · Claude Code teams · builders willing to evaluate younger projects | 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 · production agents without a repository review |
| OpenAgentSkill engagement | 0 views 0 install copies | 0 views 0 install copies |
| Install | $ npx skills add opengeos/geoai-skills --skill read-memories | $ npx skills add mattpocock/skills --skill implement |