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版本数
在 OpenClaw 中安装
/install mcf-ads-optimizer
功能描述
AI-powered ad campaign management with performance audits, optimization analysis, A/B testing, and anomaly detection.
安全使用建议
This skill is suspicious because it promises direct control of Google/Meta ad accounts but provides no documentation about how accounts are connected or authenticated, and it routes paid requests to an unknown gateway that asks for crypto payment. Before installing or using this skill: (1) ask the publisher for a homepage, privacy/security policy, and source or third-party audits; (2) require clear integration docs showing OAuth flows or how account tokens will be supplied and stored; (3) do NOT send real ad-account credentials or PII until you verify the vendor; (4) if you must test, use throwaway/test ad accounts and a small test budget; (5) avoid enabling autonomous invocation or high privileges until you confirm the service's trustworthiness; and (6) prefer vendors with documented connectors and conventional payment/invoicing rather than opaque crypto payment gateways.
功能分析
Type: OpenClaw Skill
Name: mcf-ads-optimizer
Version: 1.0.0
The skill bundle consists of documentation (SKILL.md) and metadata (_meta.json) for an advertising optimization service hosted at gateway.mcfagentic.com. It defines standard API interactions for managing ad campaigns and performing audits; no executable code is provided, and there are no indicators of prompt injection, data exfiltration, or malicious intent.
能力评估
Purpose & Capability
The skill's name and description promise managing and modifying ad campaigns on platforms like Google Ads and Meta Ads. However, the manifest declares no credentials, no required config paths, and the SKILL.md contains no instructions for obtaining or presenting platform credentials or performing OAuth. A true campaign-management integration would normally require platform tokens/authorization or clear instructions for connecting ad accounts; that is missing here. The presence of a paid gateway (x402) suggests the service may hold connectors, but this is undocumented and the gateway host is unknown.
Instruction Scope
SKILL.md is narrowly scoped to calling the vendor's HTTP endpoints (managed via gateway.mcfagentic.com) and shows example payloads/responses. It does not instruct the agent to read local files or environment variables, which is good, but it also omits any guidance about how to provide ad-platform credentials, what data is logged/stored, or how payment is authorized. The instructions therefore leave critical implementation details unspecified, giving the agent broad discretion to supply whatever credentials or secrets a user might provide.
Install Mechanism
This is an instruction-only skill with no install spec and no code files, so nothing is written to disk and there is no installer risk. That reduces some attack surface.
Credentials
The skill declares no required environment variables or primary credential despite describing actions that normally require high-privilege credentials (ad account tokens, advertiser billing access). The absence of declared credential requirements is disproportionate to the stated capability and unexplained. Additionally, the payment model (x402 / USDC on Base L2) is unusual for API billing and requires the user to interact with an external crypto payment flow — this introduces financial risk if the gateway is untrusted.
Persistence & Privilege
The skill does not request always:true and is user-invocable only. There is no evidence it modifies other skills or system-wide settings. Its persistence/privilege requests are minimal.
如何使用
- 确保已安装 OpenClaw(本地或 Docker 部署)
- 在对话框中输入安装命令:
/install mcf-ads-optimizer - 安装完成后,直接呼叫该 Skill 的名称或使用
/mcf-ads-optimizer触发 - 根据 Skill 的参数说明提供必要输入,即可获得结构化输出
版本历史
v1.0.0
Initial release of Ads Optimizer skill.
- Launches AI-powered ad campaign management with campaign creation, updates, and configuration tracking.
- Enables performance audits, optimization recommendations, and actionable insights for campaigns.
- Supports A/B testing of ad creative, landing pages, and bidding strategies.
- Provides anomaly detection for spend spikes, CTR drops, and suspicious activity.
- All endpoints are monetized via x402 payment (USDC on Base L2).
元数据
常见问题
Ads Optimizer 是什么?
AI-powered ad campaign management with performance audits, optimization analysis, A/B testing, and anomaly detection. 它是一个面向 Claude Code / OpenClaw 的 AI Agent Skill 插件,目前累计下载 260 次。
如何安装 Ads Optimizer?
在 OpenClaw 或 Claude Code 对话框中运行命令「/install mcf-ads-optimizer」即可一键安装,无需额外配置。
Ads Optimizer 是免费的吗?
是的,Ads Optimizer 完全免费,采用 MIT-0 许可证,可自由下载、安装和使用。
Ads Optimizer 支持哪些平台?
Ads Optimizer 跨平台运行,可在任意部署了 OpenClaw / Claude Code 的环境中使用(cross-platform)。
谁开发了 Ads Optimizer?
由 Cameron48(@cameron48)开发并维护,当前版本 v1.0.0。
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