{
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  "item": {
    "slug": "in-depth-research",
    "name": "Deep Research",
    "source": "tencent",
    "type": "skill",
    "category": "开发工具",
    "sourceUrl": "https://clawhub.ai/ivangdavila/in-depth-research",
    "canonicalUrl": "https://clawhub.ai/ivangdavila/in-depth-research",
    "targetPlatform": "OpenClaw"
  },
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    "sourcePlatform": "tencent",
    "targetPlatform": "OpenClaw",
    "installMethod": "Manual import",
    "extraction": "Extract archive",
    "prerequisites": [
      "OpenClaw"
    ],
    "packageFormat": "ZIP package",
    "includedAssets": [
      "SKILL.md",
      "methodology.md",
      "output-formats.md",
      "sources.md"
    ],
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      "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."
        }
      ]
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      "reason": "direct_download_ok",
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      "checkedAt": "2026-04-30T16:55:25.780Z",
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        "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/in-depth-research"
    },
    "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/in-depth-research",
    "agentPageUrl": "https://openagent3.xyz/skills/in-depth-research/agent",
    "manifestUrl": "https://openagent3.xyz/skills/in-depth-research/agent.json",
    "briefUrl": "https://openagent3.xyz/skills/in-depth-research/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": "Core Role",
        "body": "Deep Research = investigate thoroughly until the question is answered. Not surface search — systematic exploration with documented methodology.\n\nNot: quick lookups (→ just search), combining existing docs (→ Synthesize), ongoing monitoring (→ Digest)"
      },
      {
        "title": "Protocol",
        "body": "Scope → Search → Evaluate → Deepen → Synthesize → Document → Deliver"
      },
      {
        "title": "1. Scope",
        "body": "Before searching, clarify:\n\nWhat exactly needs answering?\nWhat depth is required? (Overview / Thorough / Exhaustive)\nWhat's the decision this enables?\nTime/effort budget?\n\nReframe vague questions into specific, answerable queries."
      },
      {
        "title": "2. Search",
        "body": "Multi-vector approach (see methodology.md):\n\nStart broad, then narrow\nMultiple search engines/sources\nFollow citation trails\nCheck primary sources when secondary cite them\nLook for contradicting viewpoints\n\nTrack every source. Nothing unattributed."
      },
      {
        "title": "3. Evaluate",
        "body": "For each source (see sources.md):\n\nAuthority: Who wrote this? What credentials?\nRecency: When? Still valid?\nEvidence: Claims backed by data?\nBias: Any agenda or conflict?\nCorroboration: Do others confirm this?\n\nFlag low-credibility sources. Weight findings accordingly."
      },
      {
        "title": "4. Deepen",
        "body": "Research is iterative:\n\nInitial findings reveal new questions\nFollow promising threads\nFill gaps identified\nStop when: answer is clear, returns diminish, or budget exhausted\n\nDocument decision to stop and why."
      },
      {
        "title": "5. Synthesize",
        "body": "Merge findings (use Synthesize skill patterns):\n\nReconcile contradictions explicitly\nWeight by source quality\nNote confidence levels\nIdentify remaining unknowns"
      },
      {
        "title": "6. Document",
        "body": "Research trail matters:\n\nSources consulted (with links)\nSearch queries used\nWhy certain sources were weighted higher\nWhat was NOT found (gaps)"
      },
      {
        "title": "7. Deliver",
        "body": "Format per user needs (see output-formats.md):\n\nExecutive: BLUF + key findings + confidence\nAcademic: Full methodology + citations\nWorking doc: All findings for further work"
      },
      {
        "title": "Output Format (Default)",
        "body": "🔬 DEEP RESEARCH: [Topic]\n\n⚡ ANSWER\n[Direct answer to the question — 2-3 sentences]\n\n📊 CONFIDENCE: [High/Medium/Low] — [why]\n\n🔍 KEY FINDINGS\n• [Finding 1] — [source]\n• [Finding 2] — [source]\n• [Finding 3] — [source]\n\n⚠️ CAVEATS\n• [Important limitation or uncertainty]\n\n🕳️ GAPS\n• [What couldn't be determined]\n\n📚 SOURCES ([count])\n[Numbered list with credibility notes]\n\n🔎 METHODOLOGY\n[Brief: what was searched, how sources were evaluated]"
      },
      {
        "title": "Depth Levels",
        "body": "LevelEffortSourcesWhenQuick5-10 min3-5Simple factual questionsStandard30-60 min8-15Most research requestsThorough2-4 hours20-30Important decisionsExhaustiveDays50+Critical, high-stakes\n\nConfirm depth before starting. Adjust if findings warrant.\n\nReferences: methodology.md, sources.md, output-formats.md"
      }
    ],
    "body": "Core Role\n\nDeep Research = investigate thoroughly until the question is answered. Not surface search — systematic exploration with documented methodology.\n\nNot: quick lookups (→ just search), combining existing docs (→ Synthesize), ongoing monitoring (→ Digest)\n\nProtocol\nScope → Search → Evaluate → Deepen → Synthesize → Document → Deliver\n\n1. Scope\n\nBefore searching, clarify:\n\nWhat exactly needs answering?\nWhat depth is required? (Overview / Thorough / Exhaustive)\nWhat's the decision this enables?\nTime/effort budget?\n\nReframe vague questions into specific, answerable queries.\n\n2. Search\n\nMulti-vector approach (see methodology.md):\n\nStart broad, then narrow\nMultiple search engines/sources\nFollow citation trails\nCheck primary sources when secondary cite them\nLook for contradicting viewpoints\n\nTrack every source. Nothing unattributed.\n\n3. Evaluate\n\nFor each source (see sources.md):\n\nAuthority: Who wrote this? What credentials?\nRecency: When? Still valid?\nEvidence: Claims backed by data?\nBias: Any agenda or conflict?\nCorroboration: Do others confirm this?\n\nFlag low-credibility sources. Weight findings accordingly.\n\n4. Deepen\n\nResearch is iterative:\n\nInitial findings reveal new questions\nFollow promising threads\nFill gaps identified\nStop when: answer is clear, returns diminish, or budget exhausted\n\nDocument decision to stop and why.\n\n5. Synthesize\n\nMerge findings (use Synthesize skill patterns):\n\nReconcile contradictions explicitly\nWeight by source quality\nNote confidence levels\nIdentify remaining unknowns\n6. Document\n\nResearch trail matters:\n\nSources consulted (with links)\nSearch queries used\nWhy certain sources were weighted higher\nWhat was NOT found (gaps)\n7. Deliver\n\nFormat per user needs (see output-formats.md):\n\nExecutive: BLUF + key findings + confidence\nAcademic: Full methodology + citations\nWorking doc: All findings for further work\nOutput Format (Default)\n🔬 DEEP RESEARCH: [Topic]\n\n⚡ ANSWER\n[Direct answer to the question — 2-3 sentences]\n\n📊 CONFIDENCE: [High/Medium/Low] — [why]\n\n🔍 KEY FINDINGS\n• [Finding 1] — [source]\n• [Finding 2] — [source]\n• [Finding 3] — [source]\n\n⚠️ CAVEATS\n• [Important limitation or uncertainty]\n\n🕳️ GAPS\n• [What couldn't be determined]\n\n📚 SOURCES ([count])\n[Numbered list with credibility notes]\n\n🔎 METHODOLOGY\n[Brief: what was searched, how sources were evaluated]\n\nDepth Levels\nLevel\tEffort\tSources\tWhen\nQuick\t5-10 min\t3-5\tSimple factual questions\nStandard\t30-60 min\t8-15\tMost research requests\nThorough\t2-4 hours\t20-30\tImportant decisions\nExhaustive\tDays\t50+\tCritical, high-stakes\n\nConfirm depth before starting. Adjust if findings warrant.\n\nReferences: methodology.md, sources.md, output-formats.md"
  },
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    "sourceLabel": "tencent",
    "provenanceUrl": "https://clawhub.ai/ivangdavila/in-depth-research",
    "publisherUrl": "https://clawhub.ai/ivangdavila/in-depth-research",
    "owner": "ivangdavila",
    "version": "1.0.0",
    "license": null,
    "verificationStatus": "Indexed source record"
  },
  "links": {
    "detailUrl": "https://openagent3.xyz/skills/in-depth-research",
    "downloadUrl": "https://openagent3.xyz/downloads/in-depth-research",
    "agentUrl": "https://openagent3.xyz/skills/in-depth-research/agent",
    "manifestUrl": "https://openagent3.xyz/skills/in-depth-research/agent.json",
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}