Network Device Discovery
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.
Mass Deploy Ux
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.
Pyside6 Desktop
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.
Skill Forge
Disciplined 9-phase workflow to audit and improve a project's skill library — discover, audit, candidates, edits, research, structure, QA, memory. Invoked by /skill-forge or when asked to improve/audit/tune skills. Not for authoring one new skill (use skill-creator) or quick single-skill questions.
Windows Release Pipeline
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.