Skill Claude CodeCodex
Defining what "good" looks like for AI outputs — accuracy, relevance, helpfulness.
Skill Claude CodeCodex
Defining what "good" looks like for AI outputs — accuracy, relevance, helpfulness.
Skill Claude CodeCodex
Measuring whether the AI actually helped users accomplish their goals.
Skill Claude CodeCodex
Interpreting implicit and explicit feedback — edits, regenerations, abandonment.
Plugin Claude Code
Design how humans and AI models communicate — conversation patterns, turn-taking, mixed-initiative flows, and generative UI.
Command
Evaluate an existing AI interaction against interaction mode taxonomies.
Command
Design a complete human-AI conversation flow for a feature.
Command
Map who leads at each stage of an AI-powered workflow.
Skill Claude CodeCodex
Designing around token limits, memory, and conversation persistence.
Skill Claude CodeCodex
Turn-taking, repair sequences, grounding, and dialogue structure for human-AI interaction.
Skill Claude CodeCodex
User correction, thumbs up/down, inline editing, and reinforcement signals.
Skill Claude CodeCodex
Reading user emotional state from text signals — caps, punctuation density, repetition, latency — and adapting before the user disengages.
Skill Claude CodeCodex
Designing interfaces where AI generates UI components dynamically.
Skill Claude CodeCodex
When the AI leads vs. when the user leads, and how to hand off control.
Skill Claude CodeCodex
Coordinating text, image, voice, and tool-use modalities in a single interaction.
Skill Claude CodeCodex
Revealing AI capability gradually to match user mental models.
Plugin Claude Code
Structure prompts as design artefacts — system prompts, templates, chains, and reusable patterns.
Command
Evaluate an existing prompt for clarity, effectiveness, and edge cases.
Command
Design a multi-step prompt chain for a complex task.
Command
Create a structured system prompt for an AI feature.
Skill Claude CodeCodex
Designing reasoning chains that produce better outputs.
Skill Claude CodeCodex
Defining output format, length, tone, and content boundaries within prompts.
Skill Claude CodeCodex
Designing what information goes into the context window and in what order.
Skill Claude CodeCodex
Crafting examples that steer AI behavior effectively.
Skill Claude CodeCodex
Managing prompt iterations, testing changes, and tracking what works.