Write clear, plain-spoken code comments and documentation that lives alongside the code. Use when writing or...
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Assess a codebase's readiness for autonomous agent development and provide tailored recommendations. Use when asked...
Analyze recent conversation context and capture learnings to project knowledge files (for project-specific insights)...
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Start development servers with intelligent port management. Use when asked to "start the dev server", "run dev",...
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Design intuitive, meaningful interactions grounded in user goals and cognitive principles. Use when designing...
Use when designing or building native macOS applications with SwiftUI or AppKit. Triggers on menu bar structure,...
Guide users step-by-step through manually testing whatever is currently being worked on. Use when asked to "test...
Apply Model-First Reasoning (MFR) to code generation tasks. Use when the user requests "model-first", "MFR", "formal...
Build a retrieval-optimized knowledge layer over agent documentation in dotfiles (.claude, .codex, .cursor, .aider)....
Master multi-agent orchestration using Claude Code's TeammateTool and Task system. Use when coordinating multiple...
Facilitate methodical review of proposals (technical designs, product specs, feature requests). Use when asked to...
Enter todo recording mode to capture ideas without acting on them. Use when the user says "record todos", "let's...
Robust Rust patterns for file-backed data, parsing, persistence, FFI boundaries, and system integration. Use when...
Create standalone debugging interfaces that reveal the internal workings of complex systems through interactive...
Create visual parameter tuning panels for iterative adjustment of animations, layouts, colors, typography, physics,...
Apply professional typography principles to create readable, hierarchical, and aesthetically refined interfaces. Use...
Expert Unix and macOS systems engineer for shell scripting, system administration, command-line tools, launchd,...
Master blockchain fundamentals including consensus, cryptography, and distributed systems
Master DeFi protocol development including AMMs, lending, yield, and oracles
Master Ethereum development including EVM, gas optimization, and client interactions
Master NFT development with token standards, metadata, marketplaces, and on-chain art