> ## Documentation Index
> Fetch the complete documentation index at: https://docs.kalarislabs.com/llms.txt
> Use this file to discover all available pages before exploring further.

# firecrawl-research-index — AI agent skill for literature review

> Query Firecrawl Research Index paper endpoints for topic discovery, source metadata, question-matched passages, and citation-neighbor expansion.

# `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.

**Category:** [literature-review](/research-agent-skills/skills#literature-review) · **License:** MIT · **Version:** 1.0

## Install

```bash theme={null}
npx research-agent-skills install firecrawl-research-index
npx skills add KalarisLabs/research-agent-skills --skill firecrawl-research-index
```

## When to use it

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.

## Full playbook

Read [SKILL.md](https://github.com/KalarisLabs/research-agent-skills/blob/main/skills/firecrawl-research-index/SKILL.md) for the complete workflow, references and any scripts. The agent installer copies the full skill folder.


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