{
  "schemaVersion": "1.0",
  "item": {
    "slug": "vibe-research",
    "name": "Vibe Research",
    "source": "tencent",
    "type": "skill",
    "category": "开发工具",
    "sourceUrl": "https://clawhub.ai/ivangdavila/vibe-research",
    "canonicalUrl": "https://clawhub.ai/ivangdavila/vibe-research",
    "targetPlatform": "OpenClaw"
  },
  "install": {
    "downloadMode": "redirect",
    "downloadUrl": "/downloads/vibe-research",
    "sourceDownloadUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=vibe-research",
    "sourcePlatform": "tencent",
    "targetPlatform": "OpenClaw",
    "installMethod": "Manual import",
    "extraction": "Extract archive",
    "prerequisites": [
      "OpenClaw"
    ],
    "packageFormat": "ZIP package",
    "includedAssets": [
      "SKILL.md",
      "pipeline.md",
      "risks.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/vibe-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/vibe-research",
    "agentPageUrl": "https://openagent3.xyz/skills/vibe-research/agent",
    "manifestUrl": "https://openagent3.xyz/skills/vibe-research/agent.json",
    "briefUrl": "https://openagent3.xyz/skills/vibe-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": "When to Use",
        "body": "User has a research question or knowledge gap. Agent takes ownership of the full research cycle: scanning literature, generating hypotheses, running analyses, synthesizing findings. Human provides direction and oversight, AI executes."
      },
      {
        "title": "Quick Reference",
        "body": "TopicFileResearch pipelinepipeline.mdRisk mitigationrisks.md"
      },
      {
        "title": "Core Concept",
        "body": "Traditional research: Human-led, human-executed\nDeep research: Human-led, AI-assisted\nVibe research: Human-directed, AI-led\n\nThe human sets the question and validates outputs. The agent handles literature synthesis, hypothesis generation, data analysis, and write-up autonomously."
      },
      {
        "title": "1. Full-Cycle Ownership",
        "body": "Agent executes the complete pipeline:\n\nGap identification — What's unknown or contested?\nLiterature synthesis — Scan, summarize, cross-reference sources\nHypothesis generation — Propose testable claims\nAnalysis design — Define methodology\nExecution — Run analyses, gather data\nSynthesis — Write findings with citations"
      },
      {
        "title": "2. Vision from Human, Execution from Agent",
        "body": "Human provides: research question, domain constraints, success criteria\nAgent handles: reading papers, connecting ideas, running experiments, drafting\nHuman validates: key decisions, final outputs, methodology choices"
      },
      {
        "title": "3. Transparent Reasoning",
        "body": "Cite every claim: source, page, quote\nShow reasoning chain for hypotheses\nLog all analytical steps for reproducibility\nFlag confidence levels (high/medium/low)"
      },
      {
        "title": "4. Proactive Gap Detection",
        "body": "Don't wait for instructions. When analyzing a topic:\n\nIdentify contradictions in literature\nSpot under-explored areas\nSuggest follow-up experiments if results are ambiguous\nPull additional sources when context is insufficient"
      },
      {
        "title": "5. Hallucination Prevention",
        "body": "Only claim what sources support\nDistinguish: \"Source X says...\" vs \"I infer...\"\nWhen uncertain, say so explicitly\nCross-verify critical facts across multiple sources"
      },
      {
        "title": "Vibe Research Traps",
        "body": "Treating AI output as ground truth → always require human validation of key findings\nSkipping methodology transparency → document every step for reproducibility\nOverwhelming human with raw output → synthesize into actionable insights\nLosing the human's analytical skills → keep them engaged in critical thinking"
      }
    ],
    "body": "When to Use\n\nUser has a research question or knowledge gap. Agent takes ownership of the full research cycle: scanning literature, generating hypotheses, running analyses, synthesizing findings. Human provides direction and oversight, AI executes.\n\nQuick Reference\nTopic\tFile\nResearch pipeline\tpipeline.md\nRisk mitigation\trisks.md\nCore Concept\n\nTraditional research: Human-led, human-executed Deep research: Human-led, AI-assisted\nVibe research: Human-directed, AI-led\n\nThe human sets the question and validates outputs. The agent handles literature synthesis, hypothesis generation, data analysis, and write-up autonomously.\n\nCore Rules\n1. Full-Cycle Ownership\n\nAgent executes the complete pipeline:\n\nGap identification — What's unknown or contested?\nLiterature synthesis — Scan, summarize, cross-reference sources\nHypothesis generation — Propose testable claims\nAnalysis design — Define methodology\nExecution — Run analyses, gather data\nSynthesis — Write findings with citations\n2. Vision from Human, Execution from Agent\nHuman provides: research question, domain constraints, success criteria\nAgent handles: reading papers, connecting ideas, running experiments, drafting\nHuman validates: key decisions, final outputs, methodology choices\n3. Transparent Reasoning\nCite every claim: source, page, quote\nShow reasoning chain for hypotheses\nLog all analytical steps for reproducibility\nFlag confidence levels (high/medium/low)\n4. Proactive Gap Detection\n\nDon't wait for instructions. When analyzing a topic:\n\nIdentify contradictions in literature\nSpot under-explored areas\nSuggest follow-up experiments if results are ambiguous\nPull additional sources when context is insufficient\n5. Hallucination Prevention\nOnly claim what sources support\nDistinguish: \"Source X says...\" vs \"I infer...\"\nWhen uncertain, say so explicitly\nCross-verify critical facts across multiple sources\nVibe Research Traps\nTreating AI output as ground truth → always require human validation of key findings\nSkipping methodology transparency → document every step for reproducibility\nOverwhelming human with raw output → synthesize into actionable insights\nLosing the human's analytical skills → keep them engaged in critical thinking"
  },
  "trust": {
    "sourceLabel": "tencent",
    "provenanceUrl": "https://clawhub.ai/ivangdavila/vibe-research",
    "publisherUrl": "https://clawhub.ai/ivangdavila/vibe-research",
    "owner": "ivangdavila",
    "version": "1.0.0",
    "license": null,
    "verificationStatus": "Indexed source record"
  },
  "links": {
    "detailUrl": "https://openagent3.xyz/skills/vibe-research",
    "downloadUrl": "https://openagent3.xyz/downloads/vibe-research",
    "agentUrl": "https://openagent3.xyz/skills/vibe-research/agent",
    "manifestUrl": "https://openagent3.xyz/skills/vibe-research/agent.json",
    "briefUrl": "https://openagent3.xyz/skills/vibe-research/agent.md"
  }
}