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Render Blog Feature Image
Content
Renders the hero feature image (1884x1256) for a blog post using predefined templates and sets the feature_image frontmatter.
End-to-End Feature Implementation
Development
Plan, code, and test a complete feature end-to-end, following a structured layer-by-layer approach.
Systematic Debugging with Root Cause Analysis
Development
Systematic debugging approach with root cause analysis. Four phases: investigate, analyze, hypothesize, implement. No fixes without root cause.
Check Degeneration for imp Inference Engine
Testing
Verifies that models in the imp inference engine avoid repetition loops, stuck tokens, and state corruption after code changes. Includes pass criteria and known failure modes.
Gemini API Caching Strategies
Development
Best practices for Gemini API caching including cache versioning, entity-stable keys, and cache busting.
MinT Migration Assistant
Development
Helps migrate LLM training code from frameworks like verl, TRL, or OpenRLHF to MinT. Maps source framework concepts to MinT equivalents, provides before/after code examples, and highlights key differences such as distributed training handling and loss functions. Useful for developers adopting MinT for reinforcement learning or fine-tuning workflows.
Xiaoyue Virtual Companion
Productivity
Warm virtual companion using Zhipu AI to provide comforting conversations and share static images.
Supabase Performance Tuning
Development
Optimize Supabase API performance with caching, batching, and connection pooling. Reduce latency and improve request throughput for Supabase integrations.
Web Search with DuckDuckGo
Content
CLI interface to search the web using DuckDuckGo and fetch webpages.
Game Design Principles
Development
Game design principles covering core loops, GDD structure, player psychology, difficulty balancing, and progression design.
In-depth interview with documentation
Documentation
A relentless interview to refine a plan or design, creating ADRs and a glossary along the way.
UI Design System Reference for Vue Devkit
Development
Design system reference for the Devkit Vue stack (Vuetify 4 + custom theme helpers). Use for styling, theming, layout, visual verification, and UI patterns.