gaia-skill-tree/skills.yml at main · gaia-research/gaia-skill-tree · GitHub

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skills:

  - id: web-scrape-integration
    name: Web Scrape Integration
    type: basic
    prerequisites: []
    description: >-
      Integrate programmatic web scraping APIs to convert dynamic page URLs into clean, LLM-ready markdown or structured JSON schemas in application code.
    attribution:
      upstream_author: firecrawl
      skill_file_url: https://github.com/firecrawl/skills/blob/main/skills/firecrawl-build-scrape/SKILL.md
      type: attributed
    evidence:
      - grade: B
        type: repo
        url: https://github.com/firecrawl/skills/blob/main/skills/firecrawl-build-scrape/SKILL.md
        notes: "Official Firecrawl application scrape integration skill"
      - grade: B
        type: repo
        url: https://github.com/firecrawl/firecrawl
        notes: "149k stars, open-source API-first scraper engine"
      - grade: A
        type: benchmark-result
        url: https://spider.cloud/blog/firecrawl-vs-crawl4ai-vs-spider-honest-benchmark/
        notes: "Scrape Content Dataset V1 (1000 URLs): >95% dynamic page success, P95 latency ~3.4s"
      - grade: C
        type: social-signal
        url: https://www.youtube.com/watch?v=kY0hN5-xK8U
        notes: "Tyler AI YouTube guide on scraping EVERYTHING with Firecrawl"
    named:
      contributor: firecrawl
      level: "4★"
      links_github: https://github.com/firecrawl/skills/blob/main/skills/firecrawl-build-scrape/SKILL.md

  - id: web-search-integration
    name: Web Search Integration
    type: basic
    prerequisites: []
    description: >-
      Integrate programmable search endpoints to discover relevant pages and extract content based on natural language queries inside product codebase.
    attribution:
      upstream_author: firecrawl
      skill_file_url: https://github.com/firecrawl/skills/blob/main/skills/firecrawl-build-search/SKILL.md
      type: attributed
    evidence:
      - grade: B
        type: repo
        url: https://github.com/firecrawl/skills/blob/main/skills/firecrawl-build-search/SKILL.md
        notes: "Official Firecrawl application search integration skill"
      - grade: B
        type: repo
        url: https://github.com/firecrawl/firecrawl
        notes: "149k stars, search API support"
    named:
      contributor: firecrawl
      level: "4★"
      links_github: https://github.com/firecrawl/skills/blob/main/skills/firecrawl-build-search/SKILL.md

  - id: browser-interaction-integration
    name: Browser Interaction Integration
    type: basic
    prerequisites: []
    description: >-
      Integrate headless browser control (clicks, form inputs, dynamic navigation) to scrape dynamic or authenticated web pages programmatically in product code.
    attribution:
      upstream_author: firecrawl
      skill_file_url: https://github.com/firecrawl/skills/blob/main/skills/firecrawl-build-interact/SKILL.md
      type: attributed
    evidence:
      - grade: B
        type: repo
        url: https://github.com/firecrawl/skills/blob/main/skills/firecrawl-build-interact/SKILL.md
        notes: "Official Firecrawl application interact integration skill"
      - grade: B
        type: repo
        url: https://github.com/firecrawl/firecrawl
        notes: "149k stars, dynamic interact API support"
    named:
      contributor: firecrawl
      level: "4★"
      links_github: https://github.com/firecrawl/skills/blob/main/skills/firecrawl-build-interact/SKILL.md

  - id: agent-environment-auth
    name: Agent Environment Authentication
    type: basic
    prerequisites: []
    description: >-
      Programmatically handle API key retrieval, browser-based OAuth flow setup, and SDK initialization for AI agent tools.
    attribution:
      upstream_author: firecrawl
      skill_file_url: https://github.com/firecrawl/skills/blob/main/skills/firecrawl-build-onboarding/SKILL.md
      type: attributed
    evidence:
      - grade: B
        type: repo
        url: https://github.com/firecrawl/skills/blob/main/skills/firecrawl-build-onboarding/SKILL.md
        notes: "Official Firecrawl application onboarding integration skill"
      - grade: B
        type: repo
        url: https://github.com/firecrawl/skills
        notes: "CLI and browser credential setup integration"
    named:
      contributor: firecrawl
      level: "4★"
      links_github: https://github.com/firecrawl/skills/blob/main/skills/firecrawl-build-onboarding/SKILL.md

  - id: api-call-orchestration
    name: API Call Orchestration
    type: basic
    prerequisites: []
    description: >-
      Orchestrate multiple web endpoints (such as search, scrape, and interact) via unified client wrappers, handling failures, token counting, and caching.
    attribution:
      upstream_author: firecrawl
      skill_file_url: https://github.com/firecrawl/skills/blob/main/skills/firecrawl-build/SKILL.md
      type: attributed
    evidence:
      - grade: B
        type: repo
        url: https://github.com/firecrawl/skills/blob/main/skills/firecrawl-build/SKILL.md
        notes: "Official Firecrawl application build/umbrella skill"
      - grade: B
        type: repo
        url: https://github.com/firecrawl/skills
        notes: "42 stars, official Firecrawl skills repository"
    named:
      contributor: firecrawl
      level: "4★"
      links_github: https://github.com/firecrawl/skills/blob/main/skills/firecrawl-build/SKILL.md

  - id: academic-literature-retrieval
    name: Academic Literature Retrieval
    type: basic
    prerequisites: []
    description: >-
      Retrieve, index, and query scientific literature papers (such as arXiv publications) alongside code repositories to support deep research loops.
    attribution:
      upstream_author: firecrawl
      skill_file_url: https://github.com/firecrawl/skills/blob/main/skills/firecrawl-research-index/SKILL.md
      type: attributed
    evidence:
      - grade: B
        type: repo
        url: https://github.com/firecrawl/skills/blob/main/skills/firecrawl-research-index/SKILL.md
        notes: "Official Firecrawl research index query skill"
      - grade: A
        type: benchmark-result
        url: https://www.firecrawl.dev/blog/research-index-launch
        notes: "arXivQA paper-retrieval benchmark: 53.3% recall, 0.750 MRR at $0.32/task"
      - grade: A
        type: arxiv
        url: https://arxiv.org/abs/2508.10152
        notes: "Evaluating Open Deep Research Agents using advanced context retrieval (August 2025)"
    named:
      contributor: firecrawl
      level: "4★"
      links_github: https://github.com/firecrawl/skills/blob/main/skills/firecrawl-research-index/SKILL.md