{
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  "item": {
    "slug": "research-report",
    "name": "Research Report Generator",
    "source": "tencent",
    "type": "skill",
    "category": "开发工具",
    "sourceUrl": "https://clawhub.ai/huaruoji/research-report",
    "canonicalUrl": "https://clawhub.ai/huaruoji/research-report",
    "targetPlatform": "OpenClaw"
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    "sourcePlatform": "tencent",
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    "installMethod": "Manual import",
    "extraction": "Extract archive",
    "prerequisites": [
      "OpenClaw"
    ],
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      "SKILL.md",
      "references/report-template.md",
      "scripts/research-report.sh",
      "scripts/run-research-agent.sh"
    ],
    "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."
        }
      ]
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      "source": "tencent",
      "slug": "research-report",
      "status": "healthy",
      "reason": "direct_download_ok",
      "recommendedAction": "download",
      "checkedAt": "2026-05-08T04:50:03.599Z",
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        "probeUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=research-report",
        "contentDisposition": "attachment; filename=\"research-report-1.0.0.zip\"",
        "redirectLocation": null,
        "bodySnippet": null,
        "slug": "research-report"
      },
      "scope": "item",
      "summary": "Item download looks usable.",
      "detail": "Yavira can redirect you to the upstream package for this item.",
      "primaryActionLabel": "Download for OpenClaw",
      "primaryActionHref": "/downloads/research-report"
    },
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        "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/research-report",
    "agentPageUrl": "https://openagent3.xyz/skills/research-report/agent",
    "manifestUrl": "https://openagent3.xyz/skills/research-report/agent.json",
    "briefUrl": "https://openagent3.xyz/skills/research-report/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": "Research Report Generator",
        "body": "Analyze technical projects/papers and produce comprehensive reports with PDF export."
      },
      {
        "title": "Lite Mode (default)",
        "body": "Literature search + paper analysis\nCode reading (local or remote)\nMulti-iteration report writing\nPDF generation via md2pdf skill\nNo environment setup or experiment runs"
      },
      {
        "title": "Full Mode",
        "body": "Everything in lite mode +\nConda/virtualenv setup\nDependency installation\nExperiment execution\nResult analysis"
      },
      {
        "title": "Usage",
        "body": "bash {baseDir}/scripts/research-report.sh \\\n  --topic \"Spatial Forcing\" \\\n  --mode lite \\\n  --iterations 3 \\\n  --output both"
      },
      {
        "title": "Parameters",
        "body": "ParameterDefaultDescription--topic(required)Paper/project name or arXiv ID--modelitelite or full--iterations3Report revision iterations--outputbothmd, pdf, or both--project-path(auto)Local code directory (optional)--workspace(current)Workspace directory"
      },
      {
        "title": "Phase 1: Discovery",
        "body": "Search arXiv + project pages\nFetch related papers (citations + references)\nIdentify key technologies and dependencies"
      },
      {
        "title": "Phase 2: Analysis",
        "body": "Read source code (if --project-path provided)\nAnalyze architecture from docs/code\nMap technology stack"
      },
      {
        "title": "Phase 3: Report Writing (× iterations)",
        "body": "Draft outline\nWrite sections iteratively\nAdd diagrams (Mermaid/ASCII)\nRefine explanations"
      },
      {
        "title": "Phase 4: Export (Full mode only)",
        "body": "Setup conda env\nInstall dependencies\nRun experiments\nAppend results to report"
      },
      {
        "title": "Phase 5: PDF Generation",
        "body": "Call md2pdf skill\nSend to user via Telegram"
      },
      {
        "title": "Output Structure",
        "body": "<workspace>/\n├── reports/\n│   ├── <topic>_report_v1.md\n│   ├── <topic>_report_v2.md\n│   ├── <topic>_report_final.md\n│   └── <topic>_report_final.pdf\n├── memory/YYYY-MM-DD.md (appended)\n└── logs/<topic>_research.log"
      },
      {
        "title": "Report Template",
        "body": "The generated report follows this structure:\n\nExecutive Summary - 100-word overview\nMotivation - Problem statement + why it matters\nBackground - Prerequisites explained intuitively\nCore Method - Technical details with analogies\nCode Analysis - Key files walkthrough\nExperiments - Setup + results (full mode)\nTroubleshooting - Common issues + fixes\nReferences - Papers + repos + docs"
      },
      {
        "title": "Dependencies",
        "body": "Required:\n\npandoc (for PDF export)\ntexlive-xetex (CJK + math support)\n\nFull mode only:\n\nconda/miniconda\nCUDA toolkit (if GPU experiments)"
      },
      {
        "title": "Integration",
        "body": "This skill automatically:\n\nUses md2pdf skill for PDF conversion\nAppends to memory/YYYY-MM-DD.md\nCreates structured report directory"
      },
      {
        "title": "Examples",
        "body": "Lite mode, 5 iterations:\n\nresearch-report --topic \"VGGT\" --iterations 5 --mode lite\n\nFull mode with local code:\n\nresearch-report --topic \"Spatial Forcing\" \\\n  --project-path ~/Spatial-Forcing/openvla-SF \\\n  --mode full \\\n  --iterations 3\n\nPDF only output:\n\nresearch-report --topic \"OpenVLA\" --output pdf"
      },
      {
        "title": "Troubleshooting",
        "body": "IssueFixPDF generation failsCheck pandoc --version, install texlive-xetexCJK characters missingInstall fonts-noto-cjk, verify with fc-list :lang=zhMath formulas not renderedEnsure markdown uses $...$ / $$...$$ syntaxFull mode conda failsRun conda update -n base conda first"
      }
    ],
    "body": "Research Report Generator\n\nAnalyze technical projects/papers and produce comprehensive reports with PDF export.\n\nModes\nLite Mode (default)\nLiterature search + paper analysis\nCode reading (local or remote)\nMulti-iteration report writing\nPDF generation via md2pdf skill\nNo environment setup or experiment runs\nFull Mode\nEverything in lite mode +\nConda/virtualenv setup\nDependency installation\nExperiment execution\nResult analysis\nUsage\nbash {baseDir}/scripts/research-report.sh \\\n  --topic \"Spatial Forcing\" \\\n  --mode lite \\\n  --iterations 3 \\\n  --output both\n\nParameters\nParameter\tDefault\tDescription\n--topic\t(required)\tPaper/project name or arXiv ID\n--mode\tlite\tlite or full\n--iterations\t3\tReport revision iterations\n--output\tboth\tmd, pdf, or both\n--project-path\t(auto)\tLocal code directory (optional)\n--workspace\t(current)\tWorkspace directory\nWorkflow\nPhase 1: Discovery\nSearch arXiv + project pages\nFetch related papers (citations + references)\nIdentify key technologies and dependencies\nPhase 2: Analysis\nRead source code (if --project-path provided)\nAnalyze architecture from docs/code\nMap technology stack\nPhase 3: Report Writing (× iterations)\nDraft outline\nWrite sections iteratively\nAdd diagrams (Mermaid/ASCII)\nRefine explanations\nPhase 4: Export (Full mode only)\nSetup conda env\nInstall dependencies\nRun experiments\nAppend results to report\nPhase 5: PDF Generation\nCall md2pdf skill\nSend to user via Telegram\nOutput Structure\n<workspace>/\n├── reports/\n│   ├── <topic>_report_v1.md\n│   ├── <topic>_report_v2.md\n│   ├── <topic>_report_final.md\n│   └── <topic>_report_final.pdf\n├── memory/YYYY-MM-DD.md (appended)\n└── logs/<topic>_research.log\n\nReport Template\n\nThe generated report follows this structure:\n\nExecutive Summary - 100-word overview\nMotivation - Problem statement + why it matters\nBackground - Prerequisites explained intuitively\nCore Method - Technical details with analogies\nCode Analysis - Key files walkthrough\nExperiments - Setup + results (full mode)\nTroubleshooting - Common issues + fixes\nReferences - Papers + repos + docs\nDependencies\n\nRequired:\n\npandoc (for PDF export)\ntexlive-xetex (CJK + math support)\n\nFull mode only:\n\nconda/miniconda\nCUDA toolkit (if GPU experiments)\nIntegration\n\nThis skill automatically:\n\nUses md2pdf skill for PDF conversion\nAppends to memory/YYYY-MM-DD.md\nCreates structured report directory\nExamples\n\nLite mode, 5 iterations:\n\nresearch-report --topic \"VGGT\" --iterations 5 --mode lite\n\n\nFull mode with local code:\n\nresearch-report --topic \"Spatial Forcing\" \\\n  --project-path ~/Spatial-Forcing/openvla-SF \\\n  --mode full \\\n  --iterations 3\n\n\nPDF only output:\n\nresearch-report --topic \"OpenVLA\" --output pdf\n\nTroubleshooting\nIssue\tFix\nPDF generation fails\tCheck pandoc --version, install texlive-xetex\nCJK characters missing\tInstall fonts-noto-cjk, verify with fc-list :lang=zh\nMath formulas not rendered\tEnsure markdown uses $...$ / $$...$$ syntax\nFull mode conda fails\tRun conda update -n base conda first"
  },
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    "sourceLabel": "tencent",
    "provenanceUrl": "https://clawhub.ai/huaruoji/research-report",
    "publisherUrl": "https://clawhub.ai/huaruoji/research-report",
    "owner": "huaruoji",
    "version": "1.0.0",
    "license": null,
    "verificationStatus": "Indexed source record"
  },
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    "downloadUrl": "https://openagent3.xyz/downloads/research-report",
    "agentUrl": "https://openagent3.xyz/skills/research-report/agent",
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