AI Agent Skills

This repo contains projects created using TensorFlow-Lite on Raspberry Pi and Teachable Machine. AI and ML capabilities have been integrated with Robot's software.

Applies the "lazy senior developer" mindset. Use this skill whenever generating, modifying, reviewing code, or fixing bugs to prioritize code reuse, minimalism, YAGNI pr…

Orchestrator. Triages a PR, local diff, patch file, or staged/branch changes into one of four review types (content, code-lite, code-deep, infra) and dispatches to the m…

Dev delivery orchestration — QA-first acceptance checklist → single writer implements (self-verified) → independent read-only review (diff-only input) → fail-closed acce…

Use when implementing, verifying, or debugging CRC, checksum, hash-lite integrity checks, polynomial parameters, endian handling, or protocol frame validation in embedde…

Multi-pass first principles analysis for any domain — business, personal decisions, creative projects, career, health, relationships. Grounds the analysis in real eviden…

Forces the laziest solution that actually works, simplest, shortest, most minimal. Channels a senior dev who has seen everything: question whether the task needs to exis…