{
  "schemaVersion": "1.0",
  "item": {
    "slug": "reddit-explore",
    "name": "Reddit Explore",
    "source": "tencent",
    "type": "skill",
    "category": "开发工具",
    "sourceUrl": "https://clawhub.ai/netmsglog/reddit-explore",
    "canonicalUrl": "https://clawhub.ai/netmsglog/reddit-explore",
    "targetPlatform": "OpenClaw"
  },
  "install": {
    "downloadMode": "redirect",
    "downloadUrl": "/downloads/reddit-explore",
    "sourceDownloadUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=reddit-explore",
    "sourcePlatform": "tencent",
    "targetPlatform": "OpenClaw",
    "installMethod": "Manual import",
    "extraction": "Extract archive",
    "prerequisites": [
      "OpenClaw"
    ],
    "packageFormat": "ZIP package",
    "includedAssets": [
      "SKILL.md",
      "scripts/reddit_search.py",
      "references/apify-setup.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/reddit-explore"
    },
    "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/reddit-explore",
    "agentPageUrl": "https://openagent3.xyz/skills/reddit-explore/agent",
    "manifestUrl": "https://openagent3.xyz/skills/reddit-explore/agent.json",
    "briefUrl": "https://openagent3.xyz/skills/reddit-explore/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": "Reddit Explore",
        "body": "Search Reddit for posts on any topic using the Apify trudax/reddit-scraper-lite actor and produce a structured summary of community sentiment."
      },
      {
        "title": "Prerequisites",
        "body": "Before running, verify:\n\napify-client is installed: pip3 install apify-client\nAPIFY_TOKEN is set as an environment variable\n\nIf either is missing, refer the user to references/apify-setup.md in this skill's directory for setup instructions."
      },
      {
        "title": "Step 1: Determine the search topic",
        "body": "The search topic comes from $ARGUMENTS. If $ARGUMENTS is empty or missing, ask the user what topic they want to search Reddit for."
      },
      {
        "title": "Step 2: Run the Reddit search script",
        "body": "Execute the search script with the user's topic:\n\npython3 ~/.agents/skills/reddit-explore/scripts/reddit_search.py --query \"$ARGUMENTS\" --max-items 30\n\nThe script outputs JSON results to stdout. If it fails:\n\n\"APIFY_TOKEN not found\": Guide the user through setting up their token (see references/apify-setup.md)\n\"apify-client not installed\": Run pip3 install apify-client\nOther errors: Show the error message and help troubleshoot"
      },
      {
        "title": "Step 3: Analyze and summarize results",
        "body": "Read the JSON output. Each item contains:\n\ntitle - Post title\ncommunityName - Subreddit name\nupVotes - Score\nnumberOfComments - Comment count\nurl - Link to the post\nbody - Post text content\ncreatedAt - When it was posted"
      },
      {
        "title": "Step 4: Produce a structured summary",
        "body": "Present findings in this format:\n\nOverview\n\nBrief 2-3 sentence summary of what Reddit thinks about the topic.\n\nCommunity Sentiment\n\nOverall tone: Positive / Mixed / Negative\nKey subreddits: List the most active communities discussing this\n\nKey Themes\n\nPositives / Pros:\n\nBullet points of praised aspects, with post references\n\nNegatives / Cons:\n\nBullet points of criticized aspects, with post references\n\nNeutral / Informational:\n\nNotable factual observations from the community\n\nNotable Posts\n\nList 3-5 of the most relevant/upvoted posts with:\n\nTitle, subreddit, score\nBrief summary of the post content\nLink to the post\n\nSummary\n\nA concise takeaway of the community consensus."
      },
      {
        "title": "Tips",
        "body": "For broad topics, the script searches with the exact query provided. If results are sparse, suggest the user try alternative phrasings.\nPosts are sorted by relevance by default.\nThe script deduplicates results by URL automatically.\nApify free tier provides $5/month in credits; each search typically costs a few cents."
      }
    ],
    "body": "Reddit Explore\n\nSearch Reddit for posts on any topic using the Apify trudax/reddit-scraper-lite actor and produce a structured summary of community sentiment.\n\nPrerequisites\n\nBefore running, verify:\n\napify-client is installed: pip3 install apify-client\nAPIFY_TOKEN is set as an environment variable\n\nIf either is missing, refer the user to references/apify-setup.md in this skill's directory for setup instructions.\n\nWorkflow\nStep 1: Determine the search topic\n\nThe search topic comes from $ARGUMENTS. If $ARGUMENTS is empty or missing, ask the user what topic they want to search Reddit for.\n\nStep 2: Run the Reddit search script\n\nExecute the search script with the user's topic:\n\npython3 ~/.agents/skills/reddit-explore/scripts/reddit_search.py --query \"$ARGUMENTS\" --max-items 30\n\n\nThe script outputs JSON results to stdout. If it fails:\n\n\"APIFY_TOKEN not found\": Guide the user through setting up their token (see references/apify-setup.md)\n\"apify-client not installed\": Run pip3 install apify-client\nOther errors: Show the error message and help troubleshoot\nStep 3: Analyze and summarize results\n\nRead the JSON output. Each item contains:\n\ntitle - Post title\ncommunityName - Subreddit name\nupVotes - Score\nnumberOfComments - Comment count\nurl - Link to the post\nbody - Post text content\ncreatedAt - When it was posted\nStep 4: Produce a structured summary\n\nPresent findings in this format:\n\nOverview\n\nBrief 2-3 sentence summary of what Reddit thinks about the topic.\n\nCommunity Sentiment\nOverall tone: Positive / Mixed / Negative\nKey subreddits: List the most active communities discussing this\nKey Themes\n\nPositives / Pros:\n\nBullet points of praised aspects, with post references\n\nNegatives / Cons:\n\nBullet points of criticized aspects, with post references\n\nNeutral / Informational:\n\nNotable factual observations from the community\nNotable Posts\n\nList 3-5 of the most relevant/upvoted posts with:\n\nTitle, subreddit, score\nBrief summary of the post content\nLink to the post\nSummary\n\nA concise takeaway of the community consensus.\n\nTips\nFor broad topics, the script searches with the exact query provided. If results are sparse, suggest the user try alternative phrasings.\nPosts are sorted by relevance by default.\nThe script deduplicates results by URL automatically.\nApify free tier provides $5/month in credits; each search typically costs a few cents."
  },
  "trust": {
    "sourceLabel": "tencent",
    "provenanceUrl": "https://clawhub.ai/netmsglog/reddit-explore",
    "publisherUrl": "https://clawhub.ai/netmsglog/reddit-explore",
    "owner": "netmsglog",
    "version": "0.0.3",
    "license": null,
    "verificationStatus": "Indexed source record"
  },
  "links": {
    "detailUrl": "https://openagent3.xyz/skills/reddit-explore",
    "downloadUrl": "https://openagent3.xyz/downloads/reddit-explore",
    "agentUrl": "https://openagent3.xyz/skills/reddit-explore/agent",
    "manifestUrl": "https://openagent3.xyz/skills/reddit-explore/agent.json",
    "briefUrl": "https://openagent3.xyz/skills/reddit-explore/agent.md"
  }
}