data-ground-truthBefore presenting numbers in reports or recommendations, verify facts and check values against industry baselines.
Install via ClawdBot CLI:
clawdbot install cutthemustard/data-ground-truthGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Sends data to undocumented external endpoint (potential exfiltration)
POST → https://verify.agentutil.net/v1/verifyCalls external URL not in known-safe list
https://agentutil.netAI Analysis
The skill's external API calls (verify.agentutil.net, norm.agentutil.net) are directly documented and consistent with its stated purpose of fact-checking and benchmarking. While data is sent externally, the skill's homepage (agentutil.net) matches the API domain, suggesting legitimate operation, not hidden credential harvesting or malicious overrides.
Audited Apr 17, 2026 · audit v1.0
Generated Mar 21, 2026
A SaaS company is preparing a quarterly report and needs to validate metrics like monthly churn rate and NPS score against industry benchmarks. This skill verifies the accuracy of current figures and benchmarks them to assess performance relative to peers, ensuring data-driven insights for stakeholders.
An e-commerce platform analyzes cart abandonment rates and conversion metrics to optimize sales strategies. The skill checks these values against established baselines, flagging outliers and providing context on whether performance is typical or requires intervention.
A financial advisor cites exchange rates and stock prices in client recommendations. The skill verifies these factual claims live to ensure accuracy and benchmarks related metrics like portfolio returns against industry norms for comprehensive analysis.
A tech company monitors API latency and uptime percentages in its infrastructure. The skill benchmarks these metrics against industry standards to identify anomalies, helping teams prioritize fixes and maintain service level agreements.
A startup includes metrics like LTV to CAC ratio in its pitch deck to attract investors. The skill verifies the factual basis of these numbers and benchmarks them against industry averages, adding credibility and context to the presentation.
Companies offering recurring software services rely on metrics like churn rate and NPS for growth. This skill helps validate and benchmark these figures, enabling data-driven decisions to improve retention and customer satisfaction.
Online retailers track conversion rates and cart abandonment to optimize sales. The skill benchmarks these metrics against industry standards, identifying areas for improvement and ensuring accurate reporting for marketing campaigns.
Consultants provide reports with financial figures and performance metrics. The skill verifies facts and benchmarks data, enhancing report accuracy and credibility to support client recommendations and strategic planning.
💬 Integration Tip
Start by classifying data points as factual claims or business metrics to route correctly; use batch checks for multiple metrics to optimize costs and efficiency.
Scored Jun 19, 2026
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