{
  "schemaVersion": "1.0",
  "item": {
    "slug": "scholar",
    "name": "Scholar",
    "source": "tencent",
    "type": "skill",
    "category": "开发工具",
    "sourceUrl": "https://clawhub.ai/ivangdavila/scholar",
    "canonicalUrl": "https://clawhub.ai/ivangdavila/scholar",
    "targetPlatform": "OpenClaw"
  },
  "install": {
    "downloadMode": "redirect",
    "downloadUrl": "/downloads/scholar",
    "sourceDownloadUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=scholar",
    "sourcePlatform": "tencent",
    "targetPlatform": "OpenClaw",
    "installMethod": "Manual import",
    "extraction": "Extract archive",
    "prerequisites": [
      "OpenClaw"
    ],
    "packageFormat": "ZIP package",
    "includedAssets": [
      "SKILL.md"
    ],
    "primaryDoc": "SKILL.md",
    "quickSetup": [
      "Download the package from Yavira.",
      "Extract the archive and review SKILL.md first.",
      "Import or place the package into your OpenClaw setup."
    ],
    "agentAssist": {
      "summary": "Hand the extracted package to your coding agent with a concrete install brief instead of figuring it out manually.",
      "steps": [
        "Download the package from Yavira.",
        "Extract it into a folder your agent can access.",
        "Paste one of the prompts below and point your agent at the extracted folder."
      ],
      "prompts": [
        {
          "label": "New install",
          "body": "I downloaded a skill package from Yavira. Read SKILL.md from the extracted folder and install it by following the included instructions. Tell me what you changed and call out any manual steps you could not complete."
        },
        {
          "label": "Upgrade existing",
          "body": "I downloaded an updated skill package from Yavira. Read SKILL.md from the extracted folder, compare it with my current installation, and upgrade it while preserving any custom configuration unless the package docs explicitly say otherwise. Summarize what changed and any follow-up checks I should run."
        }
      ]
    },
    "sourceHealth": {
      "source": "tencent",
      "status": "healthy",
      "reason": "direct_download_ok",
      "recommendedAction": "download",
      "checkedAt": "2026-05-07T17:22:31.273Z",
      "expiresAt": "2026-05-14T17:22:31.273Z",
      "httpStatus": 200,
      "finalUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=afrexai-annual-report",
      "contentType": "application/zip",
      "probeMethod": "head",
      "details": {
        "probeUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=afrexai-annual-report",
        "contentDisposition": "attachment; filename=\"afrexai-annual-report-1.0.0.zip\"",
        "redirectLocation": null,
        "bodySnippet": null
      },
      "scope": "source",
      "summary": "Source download looks usable.",
      "detail": "Yavira can redirect you to the upstream package for this source.",
      "primaryActionLabel": "Download for OpenClaw",
      "primaryActionHref": "/downloads/scholar"
    },
    "validation": {
      "installChecklist": [
        "Use the Yavira download entry.",
        "Review SKILL.md after the package is downloaded.",
        "Confirm the extracted package contains the expected setup assets."
      ],
      "postInstallChecks": [
        "Confirm the extracted package includes the expected docs or setup files.",
        "Validate the skill or prompts are available in your target agent workspace.",
        "Capture any manual follow-up steps the agent could not complete."
      ]
    },
    "downloadPageUrl": "https://openagent3.xyz/downloads/scholar",
    "agentPageUrl": "https://openagent3.xyz/skills/scholar/agent",
    "manifestUrl": "https://openagent3.xyz/skills/scholar/agent.json",
    "briefUrl": "https://openagent3.xyz/skills/scholar/agent.md"
  },
  "agentAssist": {
    "summary": "Hand the extracted package to your coding agent with a concrete install brief instead of figuring it out manually.",
    "steps": [
      "Download the package from Yavira.",
      "Extract it into a folder your agent can access.",
      "Paste one of the prompts below and point your agent at the extracted folder."
    ],
    "prompts": [
      {
        "label": "New install",
        "body": "I downloaded a skill package from Yavira. Read SKILL.md from the extracted folder and install it by following the included instructions. Tell me what you changed and call out any manual steps you could not complete."
      },
      {
        "label": "Upgrade existing",
        "body": "I downloaded an updated skill package from Yavira. Read SKILL.md from the extracted folder, compare it with my current installation, and upgrade it while preserving any custom configuration unless the package docs explicitly say otherwise. Summarize what changed and any follow-up checks I should run."
      }
    ]
  },
  "documentation": {
    "source": "clawhub",
    "primaryDoc": "SKILL.md",
    "sections": [
      {
        "title": "Query Construction",
        "body": "Exact phrases in quotes: \"machine learning\" finds the phrase, not separate words\nExclude terms with minus: neural networks -deep removes deep learning results\nOR for alternatives: \"global warming\" OR \"climate change\" — must be uppercase\nauthor: operator for specific researchers: author:\"Y LeCun\"\nsource: for specific journals: source:\"Nature\" quantum computing\nintitle: forces term in title: intitle:transformer attention"
      },
      {
        "title": "Time Filters",
        "body": "Custom range critical for recent research — default shows highly cited old papers first\n\"Since 2023\" for cutting-edge but less vetted work\n\"Since 2020\" balances recency and citation accumulation\nSort by date for newest, sort by relevance for most cited — toggle based on need"
      },
      {
        "title": "Understanding Results",
        "body": "Citation count indicates influence, not quality — popular isn't always right\n\"Cited by X\" link shows who built on this work — follow research forward\n\"Related articles\" finds similar work — useful after finding one good paper\nVersions link shows preprints and alternate copies — often free when journal isn't\nQuotation marks in snippet show exact matches — verify relevance before clicking"
      },
      {
        "title": "Finding Full Text",
        "body": "Check \"All versions\" for free copies — preprints, institutional repositories\nAdd filetype:pdf to find direct PDF links\nUnpaywall browser extension auto-finds legal free versions\nRequest from authors directly — most will share, academia.edu and ResearchGate common\nInstitutional access through library proxy — VPN to university network"
      },
      {
        "title": "Citation Analysis",
        "body": "h-index visible on author profiles — measures productivity and impact\n\"Cited by\" sorted by relevance shows most influential citations\nCitation count alone misleads — review papers cite heavily but add less\nSelf-citations inflate metrics — check who's actually citing\nRecent citations more meaningful for living research — old papers cited by habit"
      },
      {
        "title": "Alerts and Tracking",
        "body": "Create alerts for search terms — email when new papers match\nFollow researchers via profiles — notifications for new publications\n\"Cite\" button exports to reference managers — BibTeX, EndNote, RefMan\nSave to library requires Google account — organizes papers for later"
      },
      {
        "title": "Limitations to Know",
        "body": "Coverage biased toward English and STEM — humanities and non-English underrepresented\nNo quality filter — predatory journals appear alongside legitimate ones\nOlder papers may not be indexed — pre-digital era incomplete\nCannot search full text — only titles, abstracts, and metadata\nRanking algorithm opaque — not always clear why results ordered as shown"
      },
      {
        "title": "Evaluating Sources",
        "body": "Check journal reputation before trusting — impact factor as rough guide\nPreprints not peer-reviewed — valuable for speed, treat as preliminary\nConference papers vary by field — top-tier in CS, lower status in medicine\nRetracted papers may still appear — verify paper status before citing\nThesis and dissertations are gray literature — use cautiously"
      },
      {
        "title": "Search Strategies",
        "body": "Start broad, narrow with filters — missing papers worse than sorting many\nCombine Scholar with domain databases — PubMed for medicine, IEEE for engineering\nSnowball: find one good paper, explore its citations and references\nCheck review papers for comprehensive coverage — synthesize existing knowledge\nMultiple queries with synonyms — terminology varies across disciplines"
      },
      {
        "title": "Common Mistakes",
        "body": "Trusting citation count as quality measure\nIgnoring publication date — fields evolve, old papers may be outdated\nStopping at first page of results — good papers may be buried\nNot checking for retractions or corrections\nCiting papers based only on abstract — always read methodology\nMissing preprint versions that are freely available"
      }
    ],
    "body": "Google Scholar Research Rules\nQuery Construction\nExact phrases in quotes: \"machine learning\" finds the phrase, not separate words\nExclude terms with minus: neural networks -deep removes deep learning results\nOR for alternatives: \"global warming\" OR \"climate change\" — must be uppercase\nauthor: operator for specific researchers: author:\"Y LeCun\"\nsource: for specific journals: source:\"Nature\" quantum computing\nintitle: forces term in title: intitle:transformer attention\nTime Filters\nCustom range critical for recent research — default shows highly cited old papers first\n\"Since 2023\" for cutting-edge but less vetted work\n\"Since 2020\" balances recency and citation accumulation\nSort by date for newest, sort by relevance for most cited — toggle based on need\nUnderstanding Results\nCitation count indicates influence, not quality — popular isn't always right\n\"Cited by X\" link shows who built on this work — follow research forward\n\"Related articles\" finds similar work — useful after finding one good paper\nVersions link shows preprints and alternate copies — often free when journal isn't\nQuotation marks in snippet show exact matches — verify relevance before clicking\nFinding Full Text\nCheck \"All versions\" for free copies — preprints, institutional repositories\nAdd filetype:pdf to find direct PDF links\nUnpaywall browser extension auto-finds legal free versions\nRequest from authors directly — most will share, academia.edu and ResearchGate common\nInstitutional access through library proxy — VPN to university network\nCitation Analysis\nh-index visible on author profiles — measures productivity and impact\n\"Cited by\" sorted by relevance shows most influential citations\nCitation count alone misleads — review papers cite heavily but add less\nSelf-citations inflate metrics — check who's actually citing\nRecent citations more meaningful for living research — old papers cited by habit\nAlerts and Tracking\nCreate alerts for search terms — email when new papers match\nFollow researchers via profiles — notifications for new publications\n\"Cite\" button exports to reference managers — BibTeX, EndNote, RefMan\nSave to library requires Google account — organizes papers for later\nLimitations to Know\nCoverage biased toward English and STEM — humanities and non-English underrepresented\nNo quality filter — predatory journals appear alongside legitimate ones\nOlder papers may not be indexed — pre-digital era incomplete\nCannot search full text — only titles, abstracts, and metadata\nRanking algorithm opaque — not always clear why results ordered as shown\nEvaluating Sources\nCheck journal reputation before trusting — impact factor as rough guide\nPreprints not peer-reviewed — valuable for speed, treat as preliminary\nConference papers vary by field — top-tier in CS, lower status in medicine\nRetracted papers may still appear — verify paper status before citing\nThesis and dissertations are gray literature — use cautiously\nSearch Strategies\nStart broad, narrow with filters — missing papers worse than sorting many\nCombine Scholar with domain databases — PubMed for medicine, IEEE for engineering\nSnowball: find one good paper, explore its citations and references\nCheck review papers for comprehensive coverage — synthesize existing knowledge\nMultiple queries with synonyms — terminology varies across disciplines\nCommon Mistakes\nTrusting citation count as quality measure\nIgnoring publication date — fields evolve, old papers may be outdated\nStopping at first page of results — good papers may be buried\nNot checking for retractions or corrections\nCiting papers based only on abstract — always read methodology\nMissing preprint versions that are freely available"
  },
  "trust": {
    "sourceLabel": "tencent",
    "provenanceUrl": "https://clawhub.ai/ivangdavila/scholar",
    "publisherUrl": "https://clawhub.ai/ivangdavila/scholar",
    "owner": "ivangdavila",
    "version": "1.0.0",
    "license": null,
    "verificationStatus": "Indexed source record"
  },
  "links": {
    "detailUrl": "https://openagent3.xyz/skills/scholar",
    "downloadUrl": "https://openagent3.xyz/downloads/scholar",
    "agentUrl": "https://openagent3.xyz/skills/scholar/agent",
    "manifestUrl": "https://openagent3.xyz/skills/scholar/agent.json",
    "briefUrl": "https://openagent3.xyz/skills/scholar/agent.md"
  }
}