{
  "schemaVersion": "1.0",
  "item": {
    "slug": "ai-review",
    "name": "AI-review",
    "source": "tencent",
    "type": "skill",
    "category": "AI 智能",
    "sourceUrl": "https://clawhub.ai/blackshady1130-jpg/ai-review",
    "canonicalUrl": "https://clawhub.ai/blackshady1130-jpg/ai-review",
    "targetPlatform": "OpenClaw"
  },
  "install": {
    "downloadMode": "redirect",
    "downloadUrl": "/downloads/ai-review",
    "sourceDownloadUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=ai-review",
    "sourcePlatform": "tencent",
    "targetPlatform": "OpenClaw",
    "installMethod": "Manual import",
    "extraction": "Extract archive",
    "prerequisites": [
      "OpenClaw"
    ],
    "packageFormat": "ZIP package",
    "includedAssets": [
      "SKILL.md",
      "references/style_guide_article.md",
      "references/style_guide_industry.md",
      "references/style_guide_paper.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": "2026-04-23T16:43:11.935Z",
      "expiresAt": "2026-04-30T16:43:11.935Z",
      "httpStatus": 200,
      "finalUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=4claw-imageboard",
      "contentType": "application/zip",
      "probeMethod": "head",
      "details": {
        "probeUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=4claw-imageboard",
        "contentDisposition": "attachment; filename=\"4claw-imageboard-1.0.1.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/ai-review"
    },
    "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/ai-review",
    "agentPageUrl": "https://openagent3.xyz/skills/ai-review/agent",
    "manifestUrl": "https://openagent3.xyz/skills/ai-review/agent.json",
    "briefUrl": "https://openagent3.xyz/skills/ai-review/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": "AI Review Assistant",
        "body": "This skill enables Manus to act as a strategic AI analyst. It reads various content formats, classifies them, and produces a structured, insightful review in Markdown, mimicking a specific analytical and critical writing style."
      },
      {
        "title": "Core Workflow",
        "body": "The process involves these sequential steps. Follow them in order to generate the review.\n\nReceive Input: The user will provide content via a URL or a file path (.pdf, .md, .txt).\nRead Content: Use the appropriate tool to read the content. Refer to the Content Reading Guide below to handle different sources.\nAnalyze and Classify: Read the content to understand its core topic and style. Classify it into one of the three categories:\n\n观点/文章 (Opinion/Article): Author-driven pieces, blog posts, essays with a strong perspective.\nSolid Paper: Technical or research papers with a formal structure.\n行业动态/评价 (Industry News/Commentary): News, announcements, or market analysis.\n\n\nExtract Key Information: Identify the following details from the content:\n\nTitle: The title of the article, paper, or news.\nURL/Source: The original URL or file name.\nDate: The publication date of the content (format: YYYY-MM).\nKey Takeaway (为什么值得关注): A concise, one-sentence summary of why the content is important or interesting.\n\n\nGenerate Comments: Based on the classification, generate comments that adhere to the corresponding style guide. This is the most critical step.\n\nFor 观点/文章, read /home/ubuntu/skills/ai-review-assistant/references/style_guide_article.md.\nFor Solid Paper, read /home/ubuntu/skills/ai-review-assistant/references/style_guide_paper.md.\nFor 行业动态/评价, read /home/ubuntu/skills/ai-review-assistant/references/style_guide_industry.md.\n\n\nFormat Output: Combine the extracted information and comments into a final Markdown output using the specified template."
      },
      {
        "title": "Content Reading Guide",
        "body": "Based on the input type, use the following strategy to read the content. If a method fails, clearly inform the user that the content could not be read.\n\nContent SourceRecommended Reading StrategyWeb URLsUse browser_navigate. If initial Markdown extraction is incomplete, use browser_scroll to load the full page.PDF Files (URL/Local)Use shell with curl to download and pdftotext to extract text (e.g., curl -o t.pdf <URL> && pdftotext t.pdf -).YouTube VideosUse browser_navigate. The system will automatically provide a summary. Read the generated summary file.Podcast WebpagesUse browser_navigate to get Show Notes. For audio, use manus-speech-to-text if an audio file is available.Local Files (.md/.txt)Use file tool with the read action."
      },
      {
        "title": "Output Template",
        "body": "ALWAYS use this exact Markdown template for the final output. Do not add any extra titles or introductions.\n\n| Type | Date | Title | URL/Source | Why it's worth watching | Comments |\n|---|---|---|---|---|---|\n| **[分类]** | [发布时间] | [文章标题] | [链接/来源] | [为什么值得关注] | [生成的评论] |\n\nReplace the bracketed placeholders [] with the information you have gathered and the comments you have generated."
      }
    ],
    "body": "AI Review Assistant\n\nThis skill enables Manus to act as a strategic AI analyst. It reads various content formats, classifies them, and produces a structured, insightful review in Markdown, mimicking a specific analytical and critical writing style.\n\nCore Workflow\n\nThe process involves these sequential steps. Follow them in order to generate the review.\n\nReceive Input: The user will provide content via a URL or a file path (.pdf, .md, .txt).\nRead Content: Use the appropriate tool to read the content. Refer to the Content Reading Guide below to handle different sources.\nAnalyze and Classify: Read the content to understand its core topic and style. Classify it into one of the three categories:\n观点/文章 (Opinion/Article): Author-driven pieces, blog posts, essays with a strong perspective.\nSolid Paper: Technical or research papers with a formal structure.\n行业动态/评价 (Industry News/Commentary): News, announcements, or market analysis.\nExtract Key Information: Identify the following details from the content:\nTitle: The title of the article, paper, or news.\nURL/Source: The original URL or file name.\nDate: The publication date of the content (format: YYYY-MM).\nKey Takeaway (为什么值得关注): A concise, one-sentence summary of why the content is important or interesting.\nGenerate Comments: Based on the classification, generate comments that adhere to the corresponding style guide. This is the most critical step.\nFor 观点/文章, read /home/ubuntu/skills/ai-review-assistant/references/style_guide_article.md.\nFor Solid Paper, read /home/ubuntu/skills/ai-review-assistant/references/style_guide_paper.md.\nFor 行业动态/评价, read /home/ubuntu/skills/ai-review-assistant/references/style_guide_industry.md.\nFormat Output: Combine the extracted information and comments into a final Markdown output using the specified template.\nContent Reading Guide\n\nBased on the input type, use the following strategy to read the content. If a method fails, clearly inform the user that the content could not be read.\n\nContent Source\tRecommended Reading Strategy\nWeb URLs\tUse browser_navigate. If initial Markdown extraction is incomplete, use browser_scroll to load the full page.\nPDF Files (URL/Local)\tUse shell with curl to download and pdftotext to extract text (e.g., curl -o t.pdf <URL> && pdftotext t.pdf -).\nYouTube Videos\tUse browser_navigate. The system will automatically provide a summary. Read the generated summary file.\nPodcast Webpages\tUse browser_navigate to get Show Notes. For audio, use manus-speech-to-text if an audio file is available.\nLocal Files (.md/.txt)\tUse file tool with the read action.\nOutput Template\n\nALWAYS use this exact Markdown template for the final output. Do not add any extra titles or introductions.\n\n| Type | Date | Title | URL/Source | Why it's worth watching | Comments |\n|---|---|---|---|---|---|\n| **[分类]** | [发布时间] | [文章标题] | [链接/来源] | [为什么值得关注] | [生成的评论] |\n\n\nReplace the bracketed placeholders [] with the information you have gathered and the comments you have generated."
  },
  "trust": {
    "sourceLabel": "tencent",
    "provenanceUrl": "https://clawhub.ai/blackshady1130-jpg/ai-review",
    "publisherUrl": "https://clawhub.ai/blackshady1130-jpg/ai-review",
    "owner": "blackshady1130-jpg",
    "version": "1.0.0",
    "license": null,
    "verificationStatus": "Indexed source record"
  },
  "links": {
    "detailUrl": "https://openagent3.xyz/skills/ai-review",
    "downloadUrl": "https://openagent3.xyz/downloads/ai-review",
    "agentUrl": "https://openagent3.xyz/skills/ai-review/agent",
    "manifestUrl": "https://openagent3.xyz/skills/ai-review/agent.json",
    "briefUrl": "https://openagent3.xyz/skills/ai-review/agent.md"
  }
}