Domains
Forms
Mechanism
Breaks down how the skill works and what it produces, so you can quickly judge whether it fits your scenario and value.
When a user needs to find research papers answering a query — single-paper lookup or multi-paper literature set — via Firecrawl Research.
search_papers (semantic abstract search), related_papers (semantic/structural expansion), inspect_paper (metadata), read_paper (in-body verification), and web search/scrape for leaderboards.A ranked, verified paper set (most relevant first) with metadata and in-body confirmation where needed, serving literature discovery and research questions.
Use Cases
A PhD student researching 'training-free N-gram detection of AI text' uses the skill to find the seminal paper and its method family. The skill runs semantic search, then related_papers to expand to siblings and citers, and includes neighbors. Value: the student gets the full relevant family instead of one paper, saving literature review time.
An engineer needs the best papers on benchmark X. The skill uses web search/scrape to find the leaderboard, maps top models to papers via search_papers, and verifies with read_paper. Value: delivers the top-ranked papers with evidence, avoiding manual leaderboard hunting and guesswork.
Skill Relationships
Dependency relationships read as "the upper tier points to the lower tier." The current Skill sits in the middle tier — above are Skills that depend on it, below are Skills it depends on.
Tier 1 · These Skills Use Me
Tier 2 · Current Skill
Tier 3 · I Use These Skills
Browse this skill's relationships within its skillset. Click a node to switch the side panel; use the search box to jump to any skill.
Skill File