Michael K. Alber
Community@michaelalber · San Francisco Bay Area
Senior SE | AI Tooling & DevEx | .NET • Python • Edge AI | Building where software meets the physical world. | Restoring a '67 Mustang
Agent Skills by Michael K. Alber
Showing 48 vetted skills indexed across 1 GitHub repositories.
michaelalberpr-feedback-writer
Simulate code review scenarios and analyze feedback comment quality.
michaelalbermodel-optimization
Quantize, prune, and convert ML models to TensorRT, TFLite, and ONNX.
michaelalbersensor-integration
Integrate physical sensors into data pipelines using I2C, SPI, UART, and GPIO protocols.
michaelalberdotnet-security-review
Review .NET applications for OWASP Top 10 vulnerabilities and Telerik CVEs.
michaelalberpicar-x-behavior
Develop composable Python robot behaviors for the SunFounder Picar-X platform.
michaelalberanomaly-detection
Detect, classify, and respond to anomalies in time-series sensor data streams.
michaelalberminimal-api-scaffolder
Scaffold .NET 10 Minimal API projects with OpenAPI, versioning, and security.
michaelalbernuget-package-scaffold
Scaffold NuGet packages with project structure, .csproj metadata, multi-targeting, and CI/CD pipelines.
michaelalberpattern-tradeoff-analyzer
Analyze software design pattern tradeoffs and challenge golden hammer tendencies.
michaelalbertdd-implementer
Implement minimal code to satisfy a failing test during the GREEN phase.
michaelalbertdd-agent
Automates the RED-GREEN-REFACTOR cycle for autonomous code development with strict TDD guardrails.
michaelalbersystem-design-kata
Generate domain-calibrated system design exercises using the CACR loop.
michaelalberrefactor-challenger
Analyze code snippets for smells and score severity, change frequency, and bug risk.
michaelalberpython-arch-review
Automate Python code quality checks with Ruff, mypy, radon, bandit, and pytest-cov.
michaelalberautomated-code-review
Convert coaching frameworks into automated code review checklists with pass/fail gates.
michaelalbertdd-pair
Guide collaborative Test-Driven Development through RED-GREEN-REFACTOR cycles.
michaelalberresearch-synthesis
Assess source credibility, cross-reference findings, and score confidence for research briefings.
michaelalbercode-review-coach
Practice code review through a challenge-attempt-compare-reflect loop.
michaelalberdotnet-architecture-checklist
Audits .NET Blazor architecture against CQRS, FreeMediator, and Mapster patterns.
michaelalberjetson-deploy
Orchestrate AI application deployment on NVIDIA Jetson Orin Nano devices.
michaelalbertdd-cycle
Orchestrate the TDD RED-GREEN-REFACTOR cycle with phase transitions and state management.
michaelalberrag-pipeline-dotnet
Implement RAG pipelines with Microsoft Semantic Kernel for .NET applications.
michaelalberagent-spec-writer
Generates AI agent blueprints with specified workflows and constraints.
michaelalberenvironment-health
Diagnose Docker container health, service connectivity, and environment issues.