Data Validator Pro
PassAudited by VirusTotal on May 7, 2026.
Overview
Type: OpenClaw Skill Name: data-validator-pro Version: 1.0.0 The skill bundle is a standard data quality validation and profiling toolkit. The code in scripts/data_profiler.py, scripts/schema_validator.py, and scripts/anomaly_detector.py implements common statistical methods (IQR, Z-score) and schema checks using pandas and numpy without any suspicious side effects. There is no evidence of data exfiltration, malicious execution, or harmful prompt injection instructions in SKILL.md.
Findings (0)
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.
A future dependency version could behave differently from what the author tested, though the dependency use is purpose-aligned and no automatic or hidden install behavior is shown.
The dependencies are specified with lower-bound ranges rather than exact pinned versions or hashes, so installations may resolve to newer package versions over time.
pandas>=2.0.0 numpy>=1.24.0
Install in a virtual environment and consider pinning or locking dependency versions for sensitive or production use.