Workforce Planning Framework
PassAudited by ClawScan on May 1, 2026.
Overview
This is a coherent instruction-only workforce-planning guide, but it may involve sensitive employee HR, compensation, and diversity data that should be handled carefully.
This skill appears safe as an instruction-only planning framework. Before using it, decide what HR data your organization permits in agent chats, minimize employee-identifiable details, and review any workforce recommendations before acting on them.
Findings (1)
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.
If sensitive HR details are pasted into the agent or included in generated plans, employee privacy and confidential workforce decisions could be exposed if the output is shared too broadly.
The framework asks the agent or user to work with employee-level HR, retention-risk, and compensation-related data, which is expected for workforce planning but sensitive if copied into unapproved contexts or retained unnecessarily.
Skills inventory | Technical + soft skills rated 1-5 per employee ... Tenure risk | Years in role, flight risk score ... Cost profile | Fully loaded cost (salary + benefits + overhead)
Use only authorized data, prefer aggregated or anonymized inputs when possible, avoid unnecessary names or protected-class details, and store generated plans only in approved HR or business systems.