风险评分

94/100 (Very Low)

OpenClaw: benign
VirusTotal: benign
StaticScan: unknown

Adaptive Reasoning

作者: enzoricciulli
Slug:adaptive-reasoning
版本:1.0.0
更新时间:2026-02-28 11:42:48
风险信息

OpenClaw: benign

查看 OpenClaw 分析摘要(前 200 字预览)
The skill's instructions, scope, and resource requests are internally consistent with its stated purpose of pre-assessing complexity and toggling a reasoning mode; it does not request secrets or insta...

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VirusTotal: benign VT 报告

静态扫描: unknown

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原始 JSON 数据
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        "_creationTime": 1770547044848,
        "_id": "k97bmf6a4vdsbb6382z4aq02cd80r3eq",
        "changelog": "- Initial release of adaptive-reasoning skill.\n- Automatically assesses incoming requests for complexity and dynamically adjusts reasoning depth.\n- Uses a scoring system (0–10) based on factors such as multi-step logic, ambiguity, code architecture, math, novelty, and stakes.\n- Visual indicators (`🧠`, `🧠🔥`) show when advanced reasoning is active.\n- Activates reasoning mode without user intervention; reverts to fast mode for simple tasks.\n- Includes clear guidance on when not to escalate and when to downgrade reasoning for efficiency.",
        "changelogSource": "auto",
        "createdAt": 1770547044848,
        "version": "1.0.0"
    },
    "owner": {
        "_creationTime": 0,
        "_id": "publishers:missing",
        "displayName": "enzoricciulli",
        "handle": "enzoricciulli",
        "image": "https:\/\/avatars.githubusercontent.com\/u\/16671702?v=4",
        "kind": "user",
        "linkedUserId": "kn7azhhp3pdjn1nntp56hm0hj1800etw"
    },
    "ownerHandle": "enzoricciulli",
    "skill": {
        "_creationTime": 1770547044848,
        "_id": "kd78479tyb4ng3y1bev216xkmx80r9zp",
        "badges": [],
        "createdAt": 1770547044848,
        "displayName": "Adaptive Reasoning",
        "latestVersionId": "k97bmf6a4vdsbb6382z4aq02cd80r3eq",
        "ownerUserId": "kn7azhhp3pdjn1nntp56hm0hj1800etw",
        "slug": "adaptive-reasoning",
        "stats": {
            "comments": 2,
            "downloads": 5688,
            "installsAllTime": 89,
            "installsCurrent": 86,
            "stars": 7,
            "versions": 1
        },
        "summary": "Automatically assess task complexity and adjust reasoning level. Triggers on every user message to evaluate whether extended thinking (reasoning mode) would improve response quality. Use this as a pre-processing step before answering complex questions.",
        "tags": {
            "latest": "k97bmf6a4vdsbb6382z4aq02cd80r3eq"
        },
        "updatedAt": 1772250168628
    }
}