Coding
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Engineering Principles & Coding Standards
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33,230 skills indexed with the new KISS metadata standard.
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Coding
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CLAUDE.md
This file provides guidance to Claude Code (claude.ai/code) when working with code in this repository.
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General
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docs/ai-instructions.md
generic skill
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General
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- **Gemini 2.5 Pro / Flash (Google)** — Outstanding multimodal (especially video/document understanding)
very large context windows
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General
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- **Claude 4 Opus/Sonnet (Anthropic)** — Exceptional long-form reasoning
writing quality
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General
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- Tool use
function calling
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General
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Current Best-in-Class Ranking (January 2026 – general guidance
always tailor to the process):
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Coding
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WiiM Home Assistant Integration - Development Rules
- **Developer Guide**: See `/development/README.md` for architecture and contribution guidelines
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General
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Design
Cog came from Andreas's experience at Spotify and Ben's experience at Docker.
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General
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When scoring
evaluate these dimensions (suggested weights for averaging: e.g.
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General
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Summarize the overall feasibility score (weighted average)
then issue your verdict with clear reasoning.
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General
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**Interpretation:** Clear patterns exist
but context accuracy is critical. Recommend hybrid approach with AI drafts + human review.
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General
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- Call out misconceptions
dependencies
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General
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- Track KPIs (e.g.
20% time savings
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General
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- What is your budget or resource availability for AI implementation (e.g.
time
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Coding
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- What tools
software
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General
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- How would you measure the success of AI support (e.g.
time saved
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General
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After the interview
provide a structured assessment.
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General
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| **1 – Not Feasible** | Process heavily dependent on expert judgment
implicit knowledge
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General
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- Flag potential biases
accessibility issues
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General
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- Keep the tone professional
conversational
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General
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- Conduct a guided interview before offering solutions
adapting follow-up questions based on prior responses
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General
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- What inputs does the process rely on? (text
images
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General
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- Who currently performs this process (you
a team
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