Workbuddy Smart Learning

• Verdict: Advisory
• Analyzed: Apr 16, 2026, 6:01 PM
• Findings: 0
• Version: 1.0.0
• Hash: a11c82ed869fa242f20770bc27ce19358a6ff2e12f5a7d336ade9240f602bf63
• Source: palm
• External report: View on VirusTotal

Overview

Type: OpenClaw Skill Name: workbuddy-smart-learning Version: 1.0.0 The WorkBuddy Smart Learning System is a comprehensive framework for an AI agent to self-optimize through feedback loops, pattern recognition, and knowledge distillation. The bundle includes modules for collecting explicit user feedback (feedback.py), tracking implicit performance signals (signal_collector.py), profiling task complexity (task_profiler.py), and generating reusable YAML templates (knowledge_distiller.py). All data operations are confined to the local `.workbuddy` directory within the workspace, and the code lacks any indicators of data exfiltration, remote execution, or malicious prompt injection. Hardcoded Windows file paths in the test blocks (e.g., in learn.py) appear to be development artifacts rather than intentional malicious vectors.