数据分析与反馈

PassAudited by ClawScan on May 1, 2026.

Overview

The skill is a coherent ad-performance analytics helper with no declared credentials, external tools, or privileged install behavior, but it processes business metrics that users should treat as sensitive.

This appears safe to use for its stated purpose. Before installing or invoking it with real campaign data, treat ad spend/revenue metrics as sensitive, verify log/report visibility, and prefer sanitized report exports if CSV files will be opened in spreadsheets.

Findings (2)

Artifact-based informational review of SKILL.md, metadata, install specs, static scan signals, and capability signals. ClawScan does not execute the skill or run runtime probes.

What this means

Campaign spend, revenue, performance results, and campaign names may remain available within the skill session or runtime logs while analysis/reporting is performed.

Why it was flagged

The skill stores campaign performance and generated reports in runtime state and logs campaign identifiers/names.

Skill content
private performance: Map<string, MaterialPerformance> = new Map(); private reports: Map<string, Report> = new Map(); ... this.api.log("info", `Campaign registered: ${id} - ${campaign.name}`);
Recommendation

Only provide the campaign data needed for the analysis, and confirm who can access OpenClaw runtime logs or generated reports before using sensitive business metrics.

What this means

If material IDs contain commas, newlines, or spreadsheet formula prefixes, exported reports could be malformed or unsafe when opened in a spreadsheet or passed to another workflow.

Why it was flagged

CSV output is built by directly joining fields, including materialId, without visible CSV quoting or formula neutralization.

Skill content
const rows = report.topPerformers.map(p => [p.materialId, ...]); const csv = [headers, ...rows].map(row => row.join(",")).join("\n");
Recommendation

Escape/quote CSV fields and neutralize cells beginning with characters such as =, +, -, or @ before exporting report data.