Expert firmware analyst specializing in embedded systems, IoT

Expert firmware analyst specializing in embedded systems, IoT

Git workflow best practices and patterns. Use this skill when working with git operations, creating commits, managing branches, handling pull requests, or establishing team git workflows. Provides...

Review code for quality, security, and performance with comprehensive

Use when designing or building modern web applications in JavaScript/TypeScript (SPA/SSR/SSG/ISR/RSC): architecture trade-offs, state/data patterns, performance, testing, delivery, and team scaling.

Expert guidance for creating, configuring, and using Claude Code hooks. Use when working with hooks, setting up event listeners, validating commands, automating workflows, adding notifications, or...

Enforce strategic programming discipline when modifying existing code. Guide through STOP-ASK-DECIDE-VERIFY workflow with urgency tier assessment (trivial/minor/standard/emergency). Include when...

Create interactive Sankey diagrams for flow visualization from CSV, DataFrame, or dict data. Supports node/link styling and HTML/PNG/SVG export.

Ensure ATS-friendly formatting and create clean scannable layouts

Set and track meaningful goals using proven frameworks and accountability systems

Decide whether/how to pivot a startup or product and produce a Pivot Decision & Execution Pack (diagnosis, exhaustion check, pivot options map, pivot thesis + metrics, validation plan, execution...

Produce an LLM Build Pack (prompt+tool contract, data/eval plan, architecture+safety, launch checklist). Use for building with LLMs, GPT/Claude apps, prompt engineering, RAG, and tool-using agents.

Measure product-market fit (PMF) and produce a PMF Measurement Pack (Sean Ellis “very disappointed” survey, retention/usage evidence, reference-customer signals, and an action plan). Use for...

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AI as TDD pair programmer with role-based collaboration. Use when you want to collaborate on TDD with the AI taking a specific role (driver, navigator, or alternating).

Git-aware undo by logical work unit (track, phase, or task)

Git-aware undo by logical work unit (track, phase, or task)

Git-aware undo by logical work unit (track, phase, or task)

Git-aware undo by logical work unit (track, phase, or task)

Use this skill for reinforcement learning tasks including training RL agents (PPO, SAC, DQN, TD3, DDPG, A2C, etc.), creating custom Gym environments, implementing callbacks for monitoring and...