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
external-pattern-integrator
Most recent maintenance signal among this shortlist.
| Signal | external-pattern-integrator Integrates patterns from external sources (URLs or local files) into local skills, agents, and plugins. Use when comparing external agent definitions against local equivalents, extracting best practices from frameworks like GSD or BMAD-METHOD, enhancing local skills with external workflow patterns, or adding interoperability with external tool ecosystems. Runs a 3-phase workflow — parallel candidate mapping, contextual enhancement, and validation — with source attribution and backlog tracking for deferred enhancements. | GPT Researcher Run autonomous deep research over web and local sources |
|---|---|---|
| Quality | 65/100 Promising | 100/100 Excellent |
| Decision verdict | 64/100 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 | 66 stars Verified outcomes are shown on each skill page | 28K stars Verified outcomes are shown on each skill page |
| Freshness | Sep 9, 2026 | Jun 28, 2026 |
| Use-case fit |
| Workflow fit |
| Platform hints | Claude Code | Python, Research Agent, LLM, Claude Code |
| Warnings | The skill references a 'backlog script' without specifying its location or invocation details, which may cause confusion during execution. · 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 Jamie-BitFlight/claude_skills --skill external-pattern-integrator | $ npx skills add assafelovic/gpt-researcher |