Workforce Planning Framework

AdvisoryAudited by Static analysis on Apr 30, 2026.

Overview

No suspicious patterns detected.

Findings (0)

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.

What this means

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.

Why it was flagged

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.

Skill content
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)
Recommendation

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.