Recover Python Functions - Document Details

Bias Analysis

Bias Types:

⚠️ windows_first

⚠️ powershell_heavy

⚠️ windows_tools

⚠️ missing_linux_example

Summary:

The documentation demonstrates a mild Windows bias in several areas: Windows or PowerShell commands are often presented first or exclusively, especially for checking Python interpreter bitness and deleting directories. Some instructions and examples reference Windows-specific tools or patterns before their Linux equivalents, and in a few places, Linux/Bash examples are present but not always given equal prominence or detail. There are also references to Windows/macOS local development without always providing explicit Linux guidance.

Recommendations:

Ensure that all command-line examples are provided for Windows (PowerShell/CMD), Linux (Bash), and macOS where applicable, and present them in parallel tabs or sections.
When referencing tools or commands (e.g., checking Python version or bitness), always provide both Windows and Linux/macOS equivalents, and avoid listing Windows first by default.
Where instructions mention local development on Windows or macOS, explicitly include Linux as a supported local development environment.
In sections where only Windows or PowerShell commands are given (e.g., deleting directories), ensure Bash/Linux equivalents are always present and equally prominent.
Review all troubleshooting steps to ensure Linux users are not required to infer steps from Windows instructions.
Where possible, use neutral, cross-platform language and avoid implying Windows is the default or primary development environment.

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Date	Scan ID	Status	Bias Status
2025-07-12 23:44	#41	in_progress	❌ Biased
2025-07-12 00:58	#8	cancelled	✅ Clean
2025-07-10 05:06	#7	processing	✅ Clean

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