NerdBase-by-Stark

Python network device discovery, scanning, and HTTP API management. Covers raw UDP sockets, vendor broadcast protocols (GBL reference), subnet scanning, HTTPS fallback, interface enumeration, and parallel probing. Built from production deployment to 120+ devices.

PySide6/PyQt6 desktop app rules — QSS styling bugs, QThread safety, PyInstaller packaging, Windows code signing, AV false-positive mitigation. Use when editing Qt code, stylesheets, PyInstaller .spec files, or desktop build/sign workflows.

UX patterns for desktop tools that commission or configure device fleets in parallel — status grids, error triage, resumable worklists, LED locate, throughput ETA. Use when designing a UI that tracks 50+ parallel device operations.

GitHub Actions CI/CD for Python/PyInstaller Windows desktop apps — matrix builds, Azure Trusted Signing via OIDC, Release Drafter, dependency caching, artifact attestation. Use when setting up or modifying CI/CD for a Python Windows .exe release pipeline.

Disciplined 9-phase workflow for auditing and improving a project's skill library — discover, audit, candidates, edits, research, structure, QA, memory. Invoked by /skill-forge or when user asks to improve/audit/tune skills.

UX patterns for desktop tools that commission or configure device fleets in parallel — status grids, error triage, resumable worklists, LED locate, throughput ETA. Use when designing a UI that tracks 50+ parallel device operations.

Python network device discovery, scanning, and HTTP API management. Covers raw UDP sockets, vendor broadcast protocols (GBL reference), subnet scanning, HTTPS fallback, interface enumeration, and parallel probing. Built from production deployment to 120+ devices.

PySide6/PyQt6 desktop app rules — QSS styling bugs, QThread safety, PyInstaller packaging, Windows code signing, AV false-positive mitigation. Use when editing Qt code, stylesheets, PyInstaller .spec files, or desktop build/sign workflows.

GitHub Actions CI/CD for Python/PyInstaller Windows desktop apps — matrix builds, Azure Trusted Signing via OIDC, Release Drafter, dependency caching, artifact attestation. Use when setting up or modifying CI/CD for a Python Windows .exe release pipeline.