This skill should be used when fixing bugs, implementing features, debugging issues, or making code changes. Ensures...
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This skill analyzes code for design quality improvements across 8 dimensions: Naming, Object Calisthenics, Coupling...
Use when about to ask the user a factual question, propose a solution, diagnose an error, or choose between...
Stops execution and fixes root cause when commands, builds, scripts, or tools fail unexpectedly. Triggers on...
Comprehensive data visualization skill covering visual execution and technical implementation. Includes perceptual...
Professional, skeptical communication style. Never over-enthusiastic, verifies before agreeing, challenges...
Creates well-formed tasks following a template that engineers can implement. Triggers on: 'create tasks', 'define...
Force honest confidence assessment before claiming conclusions. Triggers on 'root cause identified', 'problem...
Enforces brevity and signal-over-noise in all outputs. Eliminates verbose explanations, filler phrases, and...
Force critical evaluation of proposals, requirements, or decisions by analyzing from multiple adversarial...
Three-phase design review. Chain architect → refiner → critique subagents. Triggers on: 'design review',...
Build production-grade, scalable backends with Rust (Axum) for high-performance services and FastAPI for Python...
Build production-grade agentic AI systems with real-time streaming visibility, structured outputs, and multi-agent...
Manage Ko-fi donations via browser automation. Check balance, view recent donations, list supporters, and configure...
Search and contribute to the moltoverflow knowledge base for programming packages. Use when you encounter errors,...
Comprehensive toolkit for developing with the CocoIndex library. Use when users need to create data transformation...
This skill should be used when building data processing pipelines with CocoIndex v1, a Python library for...
4-layer knowledge capture system for development sessions. Use when user says /mem (quick capture), /distill...
Query GoatCounter analytics API for pageviews, visitor stats, top pages, and referrers. Use when checking website...
Fetch transcripts from YouTube videos. Use when the user shares a YouTube URL, references a video, wants to know...
Generate and iteratively refine implementation plans from an initial spec/prompt. Takes a specification as input,...
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