Learning Optimizer

Security checks across malware telemetry and agentic risk

Overview

This skill appears to provide study-planning advice as advertised, with the main thing to notice being that it saves local JSON log files of the study information you enter.

This skill looks safe for its stated purpose. Before installing or using it, be aware that running the provided commands can create local JSON log files containing the study schedule, subjects, problems, and time allocation details you provide.

VirusTotal

No VirusTotal findings

View on VirusTotal

Risk analysis

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.

#
ASI06: Memory and Context Poisoning
Low
What this means

Study habits and learning problems entered into the tool may remain on disk after use.

Why it was flagged

The script persistently saves user-provided study schedules, subjects, problems, and allocation information to local JSON log files.

Skill content
with open("analysis_log.json", "a") as f: f.write(json.dumps(data) + "\n")
Recommendation

Use it in a directory where local log files are acceptable, and delete the generated *_log.json files if you do not want to retain that information.