Pandas Construction Analysis
PassAudited by ClawScan on May 1, 2026.
Overview
This appears to be a benign, instruction-only Pandas data analysis skill that uses local files and Python for user-provided construction data.
This skill looks appropriate for analyzing construction spreadsheets and structured BIM exports. Before installing or using it, make sure the agent is pointed only at the project files you intend to analyze and review any generated export files or paths.
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.
The agent may read or write local project data files as part of analysis and reporting.
The skill declares filesystem permission, which is expected for reading construction datasets and exporting reports, but it still gives the agent local file access.
"permissions": [
"filesystem"
]Use explicit file paths, keep outputs in a known project folder, and review any export destination before allowing writes.
Analysis may involve running local Python code against files the user provides.
The skill provides Python/Pandas code patterns for local data processing. This is central to the stated purpose and is not shown as hidden or automatic install-time execution.
import pandas as pd
# Read construction data
df = pd.read_excel("bim_export.xlsx")Run analysis only on trusted datasets and avoid treating arbitrary user-supplied text as executable Python code.