sadjad6/dataset_profiler
src/skills/data_engineering/dataset_profiler/SKILL.md
Generate comprehensive dataset profiles
data-ai
Updated Apr 13, 2026
$ install --global
skillsauthnpx skillsauth add sadjad6/open-autonomous-research-lab dataset_profilerInstall this skill globally with one command. Works with Claude Code, Cursor, and Windsurf.
Security Scan Results
3 of 9 scanners reported clean
Some scanners were skipped, did not run, or reported a non-clean status. Review each row below.
3
Scanners Passed
9
Scanners in report
Clean
TrivyContainer and dependency vulnerability scanner
95%
Clean
SemgrepStatic code analysis for vulnerabilities
95%
Clean
mcp-scan (Snyk)Model Context Protocol security validation
95%
Skipped
Snyk (dep)Open source security scanning
50%
Skipped
Socket.devSupply chain security analysis
50%
Skipped
VirusTotalMulti-engine malware detection
50%
Skipped
CrowdStrikeAdvanced threat intelligence
50%
Skipped
OSV-ScannerOpen Source Vulnerability database check
50%
Skipped
OWASP Dep-Check
50%
Last scanned: Apr 13, 2026, 9:30 AM396.2s2 files scanned
SKILL.md
- name:
- dataset_profiler
- description:
- Generate comprehensive dataset profiles
Dataset Profiler
Description
Generate comprehensive dataset profiles
When to Use
As first step in any analysis
Workflow
- Compute stats\n2. Check quality\n3. Generate profile
Tools Used
pandas
Examples
from src.skills.data_engineering.dataset_profiler import Skill
skill = Skill()
result = await skill.run(SkillInput(data={"key": "value"}))
Best Practices
Run profiling before any transformations
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