Firecrawl Map vs Ai Research Explore
For the Idea phase, Firecrawl Map leads Ai Research Explore on adoption - 58.1k vs 52.2k installs. Both are curated skills; pick by fit, not just rank - the full side-by-side is below.
A side-by-side comparison of two skill options for the Idea phase - adoption, what each is for, and how to install them.
Curated by Skillselion · ranked by adoption from the skills.sh registry & GitHub.
Firecrawl Map vs Ai Research Explore
| Firecrawl Map | Ai Research Explore | |
|---|---|---|
| GitHub stars | 0 | 412 |
| Installs | 58.1k | 52.2k |
| Adoption rank (this phase) | #4 | #5 |
| Built for | Claude Code | Claude Code |
| What it is | Map a domain's URL graph before building scrapers, content mirrors, SEO audits, or agent knowledge bases that need full site coverage. | Run bounded, auditable exploratory research on top of an explicit current_research context without mixing trusted and candidate lanes. |
| Install | npx skills add https://github.com/firecrawl/cli --skill firecrawl-map | npx skills add https://github.com/lllllllama/rigorpilot-skills --skill ai-research-explore |
Common questions
Firecrawl Map vs Ai Research Explore: which is better for idea?
Firecrawl Map ranks higher by adoption (58.1k installs vs 52.2k), but both are curated skills for the Idea phase - choose by fit.
How do I install Firecrawl Map?
Run: npx skills add https://github.com/firecrawl/cli --skill firecrawl-map
How do I install Ai Research Explore?
Run: npx skills add https://github.com/lllllllama/rigorpilot-skills --skill ai-research-explore
More for the Idea phase
See the full ranked shortlist of best skill options for idea, browse every Skills, or open the Idea phase hub.