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
atlas-research
Most recent maintenance signal among this shortlist.
| Signal | atlas-research Run a deep-research query via this repo's atlas CLI and return the cited markdown report. | GPT Researcher Run autonomous deep research over web and local sources |
|---|---|---|
| Quality | 54/100 Needs review | 100/100 Excellent |
| Decision verdict | 53/100 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 | 20 stars Verified outcomes are shown on each skill page | 30K stars Verified outcomes are shown on each skill page |
| Freshness | Sep 17, 2026 | Aug 27, 2026 |
| Use-case fit |
| Workflow fit |
| Platform hints | Claude Code, OpenAI Agents, Browser agents | Python, Research Agent, LLM, Claude Code |
| Warnings | Low GitHub adoption signal · No OpenAgentSkill engagement data yet | No OpenAgentSkill engagement data yet |
| Best for | Research agents workflows · Claude Code teams · builders willing to evaluate younger projects | Research 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 |
| OpenAgentSkill engagement | 0 views 0 install copies | 0 views 0 install copies |
| Install | $ npx skills add steel-dev/atlas --skill atlas-research | $ npx skills add assafelovic/gpt-researcher |