Skill comparison
Use this as a shortlist, then open the skill detail page before adopting.
Decision summary
Strongest overall
GPT Researcher
Use this as a leading candidate, then validate the README and install path in your own agent stack.
Fastest prototype
GPT Researcher
Best first install candidate based on install readiness and adoption.
Freshest repo
GPT Researcher
Most recent maintenance signal among this shortlist.
| Signal | General Agentic Memory A general memory system for agents, powered by deep-research | GPT Researcher Run autonomous deep research over web and local sources |
|---|---|---|
| Quality | 68/100 Promising | 100/100 Excellent |
| Decision verdict | 70/100 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. |
| Adoption | 855 stars Verified outcomes are shown on each skill page | 30K stars Verified outcomes are shown on each skill page |
| Freshness | Mar 14, 2026 | Aug 27, 2026 |
| Use-case fit |
| Workflow fit |
| Platform hints | Python, Research Agent, Claude Code | Python, Research Agent, LLM, Claude Code |
| Warnings | No OpenAgentSkill engagement data yet | No OpenAgentSkill engagement data yet |
| Best for | Coding agents workflows · Claude Code teams · teams that value GitHub adoption signals | Research 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 |
| OpenAgentSkill engagement | 0 views 0 install copies | 0 views 0 install copies |
| Install | $ npx skills add VectorSpaceLab/general-agentic-memory | $ npx skills add assafelovic/gpt-researcher |