Skill comparison

Compare agent skills before installing.

Put high-signal skills side by side and inspect quality, adoption, freshness, install readiness, use-case fit, and warnings in one place.

Comparing 3 skills

Use this as a shortlist, then open the skill detail page before adopting.

Decision summary

Strongest overall

Academic Research Skills

Use this as a leading candidate, then validate the README and install path in your own agent stack.

Fastest prototype

Academic Research Skills

Best first install candidate based on install readiness and adoption.

Freshest repo

auto-review-loop-minimax

Most recent maintenance signal among this shortlist.

Signal	auto-review-loop-minimax Autonomous multi-round research review loop using MiniMax API. Use when you want to use MiniMax instead of Codex MCP for external review. Trigger with "auto review loop minimax" or "minimax review".	Academic Research Skills Academic Research Skills for Claude Code: research → write → review → revise → finalize	GPT Researcher Run autonomous deep research over web and local sources
Quality	89/100 Excellent	100/100 Excellent	100/100 Excellent
Decision verdict	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	16K stars Verified outcomes are shown on each skill page	38K stars Verified outcomes are shown on each skill page	28K stars Verified outcomes are shown on each skill page
Freshness	Aug 26, 2026	Jul 18, 2026	Jun 28, 2026