rohunvora

Master LLM-as-a-Judge evaluation techniques including direct scoring, pairwise comparison, rubric generation, and bias mitigation. Use when building e...

Design tools that agents can use effectively, including when to reduce tool complexity. Use when creating, optimizing, or reducing agent tool sets.

Recognize, diagnose, and mitigate patterns of context degradation in agent systems. Use when context grows large, agent performance degrades unexpecte...

Design multi-agent architectures for complex tasks. Use when single-agent context limits are exceeded, when tasks decompose naturally into subtasks, o...

Design and implement memory architectures for agent systems. Use when building agents that need to persist state across sessions, maintain entity cons...

Understand the components, mechanics, and constraints of context in agent systems. Use when designing agent architectures, debugging context-related f...

Build evaluation frameworks for agent systems. Use when testing agent performance, validating context engineering choices, or measuring improvements o...

Use this skill when writing commands, hooks, skills for Agent, or prompts for sub agents or any other LLM interaction, including optimizing prompts, i...

Guide for creating effective skills. This skill should be used when users want to create a new skill (or update an existing skill) that extends Claude...

Apply optimization techniques to extend effective context capacity. Use when context limits constrain agent performance, when optimizing for cost or l...

This skill should be used when building single-file browser applications, client-side utilities, or interactive tools that need no backend. Covers pat...

Use when building anything non-trivial. Enforces a spec → plan → execute → verify loop that prevents "looks right" failures. Creates spec.md, todo.md,...

This skill should be used when user wants to learn from their collected references, synthesize patterns across sources, or turn research into framewor...

This skill should be used to fix visual hierarchy when everything looks equally important, CTAs don't stand out, or users miss key information. Applie...

Build a design system from scratch using the Design Graph methodology. Use when starting a component library, creating design tokens, establishing typ...

Automatically creates user-facing changelogs from git commits by analyzing commit history, categorizing changes, and transforming technical commits in...

Design and evaluate context compression strategies for long-running agent sessions. Use when agents exhaust memory, need to summarize conversation his...

This skill should be used when elements feel disconnected, cards float like islands, or groupings are unclear. Applies Law of Proximity, Law of Common...

This skill should be used when users drop off mid-task, motivation fades, or experiences feel flat. Applies Peak-End Rule, Goal-Gradient Effect, and Z...

Generate minimal HTML pages to review Claude Code output in a browser. Use when terminal output is hard to read, when reviewing lists/tables/drafts, o...

This skill should be used when the user is stuck, obvious solutions aren't working, constraints feel impossible, or they keep circling back to bad opt...

Structure an app around objects when starting a complex app from scratch, existing navigation feels messy, users can't find things, or the IA is getti...

Analyze and improve UI density using Matt Ström's 4-dimensional framework. Use when interfaces feel too sparse, too cluttered, or when users complain ...