sadjad6/feature_engineer
src/skills/machine_learning/feature_engineer/SKILL.md
Create new features from existing data
data-ai
Updated Apr 13, 2026
$ install --global
skillsauthnpx skillsauth add sadjad6/open-autonomous-research-lab feature_engineerInstall this skill globally with one command. Works with Claude Code, Cursor, and Windsurf.
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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%
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CrowdStrikeAdvanced threat intelligence
50%
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OSV-ScannerOpen Source Vulnerability database check
50%
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OWASP Dep-Check
50%
Last scanned: Apr 20, 2026, 11:33 AM131.9s1 file scanned
SKILL.md
- name:
- feature_engineer
- description:
- Create new features from existing data
Feature Engineer
Description
Create new features from existing data
When to Use
Before model training
Workflow
- Analyze features\n2. Create interactions\n3. Validate
Tools Used
pandas, sklearn
Examples
from src.skills.machine_learning.feature_engineer import Skill
skill = Skill()
result = await skill.run(SkillInput(data={"key": "value"}))
Best Practices
Test feature impact with ablation
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