Individual skill

firecrawl-research-index

Query Firecrawl Research Index paper endpoints for topic discovery, source metadata, question-matched passages, and citation-neighbor expansion. Use when a researcher explicitly asks for Firecrawl Research or its hosted arXiv and biomedical paper records.

plugins/KalarisLabs/research-agent-skills/skills/firecrawl-research-index/SKILL.md

Read pinned source

Source commit d780783eba4ecc7c8b9429f95c9362df95f07c61

What was checked

Matches the observed repository HEAD
Yes
Scanner rules are current
Yes
Repository scan complete
No
Skill scan complete
No
Observed behavior
Network or broad shell
Last checked
Nov 4, 2026

These are observations at the recorded commit, not a guarantee of safety. Review the source before running it.

Install this skill

Choose an agent in your Stack or copy a command below. Commands fetch the pinned commit and copy only this skill directory. Existing destinations are refused. Copying a command does not install anything.

An install command is unavailable: current rules, complete repository and skill scans, an eligible behavior level and a permitted license are required.

Repository context

Repository stars (not skill ratings)
1,535
Repository last updated
Nov 7, 2026
License
Apache-2.0

Observed agent integration: No specific integration evidence. Standard SKILL.md installation does not imply verified compatibility.

Declared tags are partial or unavailable.

Files and excerpt

File metadata and permitted, redacted excerpts come from the recorded scan. Source links are pinned to that commit.

Browse files
Read excerpt

# Firecrawl Research Index for paper discovery

Use Firecrawl Research as a **hosted search index**, not as a downloadable paper
corpus. Search returns ranked paper records and abstracts. A separate read request
can return question-matched passages from a paper when text is available. The
service also exposes related papers, citers, and references. The corpus includes
arXiv and biomedical/life-sciences sources, but coverage is not exhaustive.

This is the Research Index at `/v2/search/research/papers`. It is distinct from
Firecrawl's general `/v2/search` endpoint with `categories: ["research"]`, which
searches academic web pages. Do not substitute one for the other without saying so.

## When to use it