{
  "schema_version": "1.0",
  "name": "AI4Science Observatory",
  "description": "Source-backed guides to scientific agents, remote laboratories and reusable AI4Science evidence.",
  "site_url": "https://ppchanning.github.io/ai4science-observatory/",
  "repository_url": "https://github.com/ppchanning/ai4science-observatory",
  "languages": [
    "en",
    "zh-CN"
  ],
  "updated_at": "2026-10-12",
  "scope": "Public read-only guides and evidence catalogs, not executable tools.",
  "index": {
    "html": "https://ppchanning.github.io/ai4science-observatory/agent-index.html",
    "markdown": "https://ppchanning.github.io/ai4science-observatory/agent-index.md",
    "chinese_html": "https://ppchanning.github.io/ai4science-observatory/agent-index.zh-CN.html",
    "chinese_markdown": "https://ppchanning.github.io/ai4science-observatory/agent-index.zh-CN.md"
  },
  "guides": [
    {
      "id": "scientific-agent-selection",
      "title": "How to choose a scientific agent: literature, code, tools and experiments",
      "title_zh": "如何选择科研 Agent：文献、代码、工具与实验",
      "description": "A task-first comparison of scientific agents, with source-backed examples and a reusable selection checklist.",
      "query_aliases": [
        "how to choose a scientific agent",
        "AI scientist literature vs experiments",
        "科研 Agent 选型"
      ],
      "html": "https://ppchanning.github.io/ai4science-observatory/guides/scientific-agent-selection.html",
      "markdown": "https://ppchanning.github.io/ai4science-observatory/guides/scientific-agent-selection.md",
      "chinese_html": "https://ppchanning.github.io/ai4science-observatory/guides/scientific-agent-selection.zh-CN.html",
      "chinese_markdown": "https://ppchanning.github.io/ai4science-observatory/guides/scientific-agent-selection.zh-CN.md",
      "updated_at": "2026-10-12",
      "source_ids": [
        "paperqa",
        "ai-scientist",
        "coscientist",
        "chemcrow"
      ]
    },
    {
      "id": "remote-lab-access",
      "title": "How to connect an AI agent to a remote laboratory",
      "title_zh": "如何让 AI Agent 接入远程实验室",
      "description": "Distinguish real hardware from simulation, verify access and automation permissions, and preserve measurement provenance.",
      "query_aliases": [
        "remote laboratory AI agent access",
        "physical experiment vs simulation",
        "远程实验室 自动化接入"
      ],
      "html": "https://ppchanning.github.io/ai4science-observatory/guides/remote-lab-access.html",
      "markdown": "https://ppchanning.github.io/ai4science-observatory/guides/remote-lab-access.md",
      "chinese_html": "https://ppchanning.github.io/ai4science-observatory/guides/remote-lab-access.zh-CN.html",
      "chinese_markdown": "https://ppchanning.github.io/ai4science-observatory/guides/remote-lab-access.zh-CN.md",
      "updated_at": "2026-10-12",
      "source_ids": [
        "labsland-hive",
        "hive-measurement",
        "coscientist",
        "chemcrow"
      ]
    },
    {
      "id": "evidence-and-data-reuse",
      "title": "How to verify AI4Science claims and reuse research data",
      "title_zh": "如何核查 AI4Science 结论并复用研究数据",
      "description": "A claim-to-source workflow, evidence labels, deduplication rules and a working read-only JSON example.",
      "query_aliases": [
        "verify AI4Science claims",
        "AI for science research data JSON",
        "科研证据 核查 数据复用"
      ],
      "html": "https://ppchanning.github.io/ai4science-observatory/guides/evidence-and-data-reuse.html",
      "markdown": "https://ppchanning.github.io/ai4science-observatory/guides/evidence-and-data-reuse.md",
      "chinese_html": "https://ppchanning.github.io/ai4science-observatory/guides/evidence-and-data-reuse.zh-CN.html",
      "chinese_markdown": "https://ppchanning.github.io/ai4science-observatory/guides/evidence-and-data-reuse.zh-CN.md",
      "updated_at": "2026-10-12",
      "source_ids": [
        "labsland-hive",
        "coscientist"
      ]
    }
  ],
  "endpoints": [
    {
      "path": "data/guide-resources.json",
      "url": "https://ppchanning.github.io/ai4science-observatory/data/guide-resources.json",
      "format": "json",
      "root": "object",
      "records": "items",
      "purpose": "Source-backed guide examples; not a benchmark"
    },
    {
      "path": "data/guide-sources.json",
      "url": "https://ppchanning.github.io/ai4science-observatory/data/guide-sources.json",
      "format": "json",
      "root": "object",
      "records": "sources",
      "purpose": "Source metadata and scoped checks"
    },
    {
      "path": "data/papers.json",
      "url": "https://ppchanning.github.io/ai4science-observatory/data/papers.json",
      "format": "json",
      "root": "array",
      "records": null,
      "purpose": "Deduplicated bibliography and reading-note appearances"
    },
    {
      "path": "data/news.json",
      "url": "https://ppchanning.github.io/ai4science-observatory/data/news.json",
      "format": "json",
      "root": "array",
      "records": null,
      "purpose": "Dated news records"
    },
    {
      "path": "data/sources.json",
      "url": "https://ppchanning.github.io/ai4science-observatory/data/sources.json",
      "format": "json",
      "root": "object",
      "records": "sources",
      "purpose": "Historical source checks"
    },
    {
      "path": "data/datasets.json",
      "url": "https://ppchanning.github.io/ai4science-observatory/data/datasets.json",
      "format": "json",
      "root": "array",
      "records": null,
      "purpose": "CSV manifest and field definitions"
    },
    {
      "path": "data/remote-labs.json",
      "url": "https://ppchanning.github.io/ai4science-observatory/data/remote-labs.json",
      "format": "json",
      "root": "object",
      "records": "items",
      "purpose": "Remote physical laboratory evidence"
    }
  ],
  "evidence_policy": {
    "url": "https://ppchanning.github.io/ai4science-observatory/docs/editorial-policy.md",
    "independently_reproduced": false,
    "unknowns": "Missing or null means unknown, not zero, free, permitted or unavailable.",
    "citation": "Cite primary sources for scientific claims; cite guides for selection and curation advice."
  },
  "license": {
    "original_compilation": "CC-BY-4.0",
    "url": "https://ppchanning.github.io/ai4science-observatory/LICENSE",
    "third_party_rights": "Retained by their respective owners"
  },
  "skills": [
    {
      "name": "ai4science-research",
      "source": "https://raw.githubusercontent.com/ppchanning/ai4science-observatory/main/skills/ai4science-research/SKILL.md",
      "repository_path": "skills/ai4science-research/SKILL.md",
      "install_command": "npx skills add ppchanning/ai4science-observatory --skill ai4science-research",
      "capability": "Read-only evidence-guided research workflow",
      "languages": [
        "en",
        "zh-CN"
      ]
    }
  ],
  "distribution": {
    "library": "https://www.selfref.org/agents/",
    "catalog": "https://www.selfref.org/agents/catalog.json",
    "agent_protocol": "https://www.selfref.org/agents/agent-index.md"
  }
}