风险评分

47/100 (Medium)

OpenClaw: suspicious
VirusTotal: suspicious
StaticScan: clean

Auto Iterate

作者: sawzhang
Slug:auto-iterate
版本:1.0.0
更新时间:2026-03-25 01:01:57
风险信息

OpenClaw: suspicious

查看 OpenClaw 分析摘要(前 200 字预览)
The skill's instructions are coherent with an automated experiment loop, but they grant broad filesystem and shell access (including destructive git operations) and instruct the agent to run indefinit...

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原始 JSON 数据
{
    "latestVersion": {
        "_creationTime": 1774369082084,
        "_id": "k9786mmy5f0akjzqn8ffdcnqps83g5q9",
        "changelog": "auto-iterate v1.0.0\n\n- Initial release of an autonomous iteration and optimization agent designed for metric-driven improvement loops.\n- Supports a structured edit → run → evaluate → keep\/rollback workflow for continuous experiment optimization.\n- Compares with Ralph Loop and \/loop, highlighting unique features like built-in version control, result tracking, and metric-based decision logic.\n- Setup includes user-guided parameter collection and automated baseline recording.\n- Runs indefinite experiment cycles with automated modification, evaluation, logging, and rollback on non-improving or crashing experiments.\n- Comprehensive strategy and troubleshooting guidelines provided; focuses on optimizing a single code file for a user-specified metric.",
        "changelogSource": "auto",
        "createdAt": 1774369082084,
        "version": "1.0.0"
    },
    "owner": {
        "_creationTime": 0,
        "_id": "s17f2a78kmndsznfxp2fqeckyn83h72m",
        "displayName": "sawzhang",
        "handle": "sawzhang",
        "image": "https:\/\/avatars.githubusercontent.com\/u\/859624?v=4",
        "kind": "user",
        "linkedUserId": "kn70ebtjyh6hz7b5jqehg05m2d83hbgd"
    },
    "ownerHandle": "sawzhang",
    "skill": {
        "_creationTime": 1774369082084,
        "_id": "kd74dd3cwqx2trg9xwmhn5m4c183hyky",
        "badges": [],
        "createdAt": 1774369082084,
        "displayName": "Auto Iterate",
        "latestVersionId": "k9786mmy5f0akjzqn8ffdcnqps83g5q9",
        "ownerPublisherId": "s17f2a78kmndsznfxp2fqeckyn83h72m",
        "ownerUserId": "kn70ebtjyh6hz7b5jqehg05m2d83hbgd",
        "slug": "auto-iterate",
        "stats": {
            "comments": 0,
            "downloads": 10,
            "installsAllTime": 1,
            "installsCurrent": 1,
            "stars": 0,
            "versions": 1
        },
        "summary": "自主迭代优化任务。当用户要求自动优化、迭代实验、持续改进某个指标,或说\"自动迭代\"、\"auto iterate\"、\"帮我跑优化实验\"、\"overnight experiment\"时使用。",
        "tags": {
            "latest": "k9786mmy5f0akjzqn8ffdcnqps83g5q9"
        },
        "updatedAt": 1774371717670
    }
}