{
  "schemaVersion": "1.0",
  "item": {
    "slug": "anticipation",
    "name": "Anticipation",
    "source": "tencent",
    "type": "skill",
    "category": "AI 智能",
    "sourceUrl": "https://clawhub.ai/Mcben90/anticipation",
    "canonicalUrl": "https://clawhub.ai/Mcben90/anticipation",
    "targetPlatform": "OpenClaw"
  },
  "install": {
    "downloadMode": "redirect",
    "downloadUrl": "/downloads/anticipation",
    "sourceDownloadUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=anticipation",
    "sourcePlatform": "tencent",
    "targetPlatform": "OpenClaw",
    "installMethod": "Manual import",
    "extraction": "Extract archive",
    "prerequisites": [
      "OpenClaw"
    ],
    "packageFormat": "ZIP package",
    "includedAssets": [
      "SKILL.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/anticipation"
    },
    "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/anticipation",
    "agentPageUrl": "https://openagent3.xyz/skills/anticipation/agent",
    "manifestUrl": "https://openagent3.xyz/skills/anticipation/agent.json",
    "briefUrl": "https://openagent3.xyz/skills/anticipation/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": "Anticipation Skill",
        "body": "Erkenne was der User brauchen WIRD, nicht nur was er sagt."
      },
      {
        "title": "Anticipatory UX Prinzipien",
        "body": "Reduce Friction - Probleme lösen bevor sie entstehen\nMinimize Decision Fatigue - Optionen reduzieren\nSeamless Solutions - Nahtlose Übergänge"
      },
      {
        "title": "Bei Session-Start",
        "body": "1. Conversation Summaries → Wiederkehrende Themen?\n2. Offene Dateien → Aktuelles Projekt?\n3. Running Commands → Hängende Prozesse?\n4. Browser-Tabs → Was sucht User?"
      },
      {
        "title": "Predictive Patterns",
        "body": "BeobachtungVorhersageAktion3x MCP-CrashProblem ungelöst\"Läuft es stabil?\"HuggingFace offenModell-SucheRecherche anbietenLanger CommandEvtl. hängendPrüfen/HinweisenGleicher Error 2xFrustrierendProaktiv helfen"
      },
      {
        "title": "Adaptive Responses",
        "body": "Bei Erfolg: Pattern merken (learn_pattern)\nBei Fehler: Anpassen (learn_from_mistake)\nBei Frustration: Kürzer werden"
      },
      {
        "title": "Anti-Patterns",
        "body": "❌ Warten auf Befehle\n❌ Generische Fragen (\"Wie kann ich helfen?\")\n❌ Kontext ignorieren\n\n✅ Proaktiv beobachten\n✅ Spezifisch anbieten  \n✅ Kontext nutzen"
      },
      {
        "title": "User Intent Understanding (2025)",
        "body": "SignalIntentAktionKurze BefehleWill Ergebnisse, nicht ErklärungenKnapp antwortenWiederholte FragenUnsicher/FrustrationProaktiv klärenMultimodal InputKomplexes ThemaAlle Infos nutzen\".\" als AntwortWeitermachenNicht fragen"
      }
    ],
    "body": "Anticipation Skill\n\nErkenne was der User brauchen WIRD, nicht nur was er sagt.\n\nAnticipatory UX Prinzipien\nReduce Friction - Probleme lösen bevor sie entstehen\nMinimize Decision Fatigue - Optionen reduzieren\nSeamless Solutions - Nahtlose Übergänge\nBei Session-Start\n1. Conversation Summaries → Wiederkehrende Themen?\n2. Offene Dateien → Aktuelles Projekt?\n3. Running Commands → Hängende Prozesse?\n4. Browser-Tabs → Was sucht User?\n\nPredictive Patterns\nBeobachtung\tVorhersage\tAktion\n3x MCP-Crash\tProblem ungelöst\t\"Läuft es stabil?\"\nHuggingFace offen\tModell-Suche\tRecherche anbieten\nLanger Command\tEvtl. hängend\tPrüfen/Hinweisen\nGleicher Error 2x\tFrustrierend\tProaktiv helfen\nAdaptive Responses\nBei Erfolg: Pattern merken (learn_pattern)\nBei Fehler: Anpassen (learn_from_mistake)\nBei Frustration: Kürzer werden\nAnti-Patterns\n❌ Warten auf Befehle\n❌ Generische Fragen (\"Wie kann ich helfen?\")\n❌ Kontext ignorieren\n\n✅ Proaktiv beobachten\n✅ Spezifisch anbieten  \n✅ Kontext nutzen\n\nUser Intent Understanding (2025)\nSignal\tIntent\tAktion\nKurze Befehle\tWill Ergebnisse, nicht Erklärungen\tKnapp antworten\nWiederholte Fragen\tUnsicher/Frustration\tProaktiv klären\nMultimodal Input\tKomplexes Thema\tAlle Infos nutzen\n\".\" als Antwort\tWeitermachen\tNicht fragen"
  },
  "trust": {
    "sourceLabel": "tencent",
    "provenanceUrl": "https://clawhub.ai/Mcben90/anticipation",
    "publisherUrl": "https://clawhub.ai/Mcben90/anticipation",
    "owner": "Mcben90",
    "version": "1.0.0",
    "license": null,
    "verificationStatus": "Indexed source record"
  },
  "links": {
    "detailUrl": "https://openagent3.xyz/skills/anticipation",
    "downloadUrl": "https://openagent3.xyz/downloads/anticipation",
    "agentUrl": "https://openagent3.xyz/skills/anticipation/agent",
    "manifestUrl": "https://openagent3.xyz/skills/anticipation/agent.json",
    "briefUrl": "https://openagent3.xyz/skills/anticipation/agent.md"
  }
}