Bias Analysis
Detected Bias Types
windows_first
windows_tools
Summary
The documentation page demonstrates a moderate Windows bias. In multiple field descriptions (e.g., TargetUserId, ActorUserId, GroupId, TargetUsername, ActorUsername, GroupName), Windows-specific formats (SID, Windows domain\username) are listed first before Linux equivalents (UID, DN, Simple). Windows terminology and examples (such as SIDs, domain\username, and references to Windows session ID formats) are consistently prioritized. Some fields and notes specifically reference Windows conventions (e.g., session IDs must be numeric on Windows), while Linux is mentioned as an alternative or secondary option. No explicit PowerShell examples or Windows-only tools are present, but the ordering and emphasis favor Windows patterns.
Recommendations
- Present Linux and Windows formats in parallel, or alternate which is listed first to avoid implicit prioritization.
- Provide equal detail and examples for Linux (UID, DN, Simple username/group formats) as for Windows (SID, domain\username).
- Add explicit examples for Linux user/group management scenarios, such as typical UID/GID values and username formats.
- Clarify that both Windows and Linux are first-class citizens in the schema, and avoid language that implies Windows is the default.
- Where field types or conversions differ by OS (e.g., session ID formats), provide balanced guidance for both Windows and Linux.
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