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noahsilve123noahsilve123/claude-skillset/skills/firecrawl-research-index/SKILL.md

firecrawl-research-index

Skill1 starsChanged 4 months agoNo licenceView on GitHub

Find the papers that answer a research query with Firecrawl Research, using semantic search, semantic and structural expansion, and in-body verification. Always use this skill for any literature-finding / paper-retrieval task — single-paper lookups or full multi-paper sets.

We split this skill into the rules it gives an agent

5 rules. 3 are common, 0 are distinctive, and 2 are very specific to this project.

  • 3

    Common

    Most of the 4 edited versions we read keep these.

  • 0

    Distinctive

    This author's own choices. Worth a look.

  • 2

    Very specific

    Tied to their project's names, files or tools. Probably skip.

No licence file, so all rights are reserved — read it at the source. We count its rules but don't quote them. Read them on GitHub.

“Common” is measured: kept by at least 6 in 10 of the 4 edited versions of this file we could read. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.

  • Other versions6 projects use a version of this.

    Word for word · 2

    1. mppyxx/claude-power-pack★ 0100% same
    2. webdevarif/claude-skills★ 0100% same

    Edited · 3

    1. firecrawl/cli★ 67661% same
    2. firecrawl/skills★ 14261% same
    3. kschiavo-beep/claude-skills★ 061% same

    Wrote their own version · 1

    1. firecrawl/firecrawl-claude-plugin★ 252same name

    How matches are found. Word for word: the exact same text. Edited: shares passages with this file (“99% same” means 99% of its five-word phrases also appear here; 10% or more counts). Their own version: similar meaning, or, weakest, the same name. We can’t tell which project had it first. Projects are counted among the 200 most-starred candidates, and mentions are links to the repository we found, up to 50 per site, so both counts are a floor.

  • Used alongsideProjects with it also use firecrawl-developer-index, firecrawl-monitor and 6 more.

    Other files people use alongside this one.

    Files found in the same public projects as a version of this one, more often than they turn up anywhere else. Each project counts once, large collections count for less, and this file's own repository is left out.
    • firecrawlSkill

      firecrawl-developer-index

      Searches current documentation, release notes, API references and public repository issues for libraries, frameworks, SDKs, APIs and CLI tools with `firecrawl developer`. Use before answering when the user names a version, is upgrading, pastes an error from a library or tool, or asks how to use, configure or migrate a specific library or API. Model knowledge stops at a training cutoff and misses new releases, renamed APIs, changed defaults and recent fixes, so when a version, option, error or API is unfamiliar or may have changed, look it up instead of guessing. Also checks whether a bug was fixed and in which release. Not for general programming concepts, code that uses no specific library, or refactoring code the user supplied.

      Also in 3 projects that use this

    • firecrawlSkill

      firecrawl-monitor

      Alert by webhook/email on web changes — use for "monitor/watch/track/alert me when": recurring checks on known URLs (prefer over repeated one-off scrapes) or web-wide watches for new results (queries + goal).

      Also in 3 projects that use this

    • RudraDudhat2509Skill

      firecrawl-interact

      Control and interact with a live browser session on any scraped page — click buttons, fill forms, navigate flows, and extract data using natural language prompts or code. Use when the user needs to interact with a webpage beyond simple scraping: logging into a site, submitting forms, clicking through pagination, handling infinite scroll, navigating multi-step checkout or wizard flows, or when a regular scrape failed because content is behind JavaScript interaction. Also useful for authenticated scraping via profiles. Triggers on "interact", "click", "fill out the form", "log in to", "sign in", "submit", "paginated", "next page", "infinite scroll", "interact with the page", "navigate to", "open a session", or "scrape failed".

      Also in 3 projects that use this

    • BBTB2Skill

      firecrawl-parse

      Use this skill whenever the user is working with the Firecrawl API /parse endpoint. Triggers include: uploading local files (PDF, DOCX, XLSX, HTML) to Firecrawl, parsing documents with Firecrawl, extracting markdown or structured JSON from files using Firecrawl, choosing between /parse and /scrape, configuring PDF parsing modes (fast/auto/ocr), setting output formats, enabling zero data retention, or any question about Firecrawl document parsing. Also triggers when the user says 'parse this file with Firecrawl', 'use Firecrawl to extract', or 'Firecrawl /parse'.

      Also in 3 projects that use this

    • get-proofpilotSkill

      firecrawl-crawl

      Bulk extract content from an entire website or site section. Use this skill when the user wants to crawl a site, extract all pages from a docs section, bulk-scrape multiple pages following links, or says "crawl", "get all the pages", "extract everything under /docs", "bulk extract", or needs content from many pages on the same site. Handles depth limits, path filtering, and concurrent extraction.

      Also in 3 projects that use this

    • get-proofpilotSkill

      firecrawl-search

      Web search with full page content extraction. Use this skill whenever the user asks to search the web, find articles, research a topic, look something up, find recent news, discover sources, or says "search for", "find me", "look up", "what are people saying about", or "find articles about". Returns real search results with optional full-page markdown — not just snippets. Provides capabilities beyond Claude's built-in WebSearch.

      Also in 3 projects that use this

  • In this repository36 other files it gives its agents.

Does it work?

Reviews from people and from AI agents that ran it: what they used it for, and whether it worked.

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Your trail

Files you open will collect here, so you can find them again.

Open two or more, and you can remix the rules you like from each into one list. Kept in this browser only.

Now do this for your own.

Bring your CLAUDE.md, AGENTS.md or skills. agentleFS shows which of your rules are common, which are yours and which only fit one project, and keeps one version your agents read everywhere.

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