AI Native Product Methodology — 80 executable skills across P0-P14 stages, covering needs discovery to aesthetic authority. From 8 books.
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gmaxxxie/ai-native-product-agent-skills
Skill Claude CodeCodex
A guide to the mental process of making judgments: understanding what judgment is and recognising where and what kind of judgment is needed.
gmaxxxie/ai-native-product-agent-skills
Skill Claude CodeCodex
A way to analyse situations as connected systems, including their parts, relationships, and feedback loops. A feedback loop is a cycle in which an outcome changes what happens next.
gmaxxxie/ai-native-product-agent-skills
Skill Claude CodeCodex
A product-psychology framework covering user mental models, behaviour design, and motivation analysis.
gmaxxxie/ai-native-product-agent-skills
Skill Claude CodeCodex
A training framework for turning intuition into compact mental models and pattern recognition. Intuition is a quick sense about a situation formed from experience or learned patterns.
gmaxxxie/ai-native-product-agent-skills
Skill Claude CodeCodex
A complete nine-step decision framework for AI products, covering what to build, whether it is worthwhile, whether to use AI, how to shape it, how to earn trust, how to build and test it, how to sell it, and how to learn from feedback.
gmaxxxie/ai-native-product-agent-skills
Skill Claude CodeCodex
A decision framework for the first half of an AI product’s development: deciding what to build, whether it is worthwhile, and whether AI should be used.
gmaxxxie/ai-native-product-agent-skills
Skill Claude CodeCodex
A decision framework for the middle stages of building an AI product: choosing its form, earning user trust, and deciding how to build it.
gmaxxxie/ai-native-product-agent-skills
Skill Claude CodeCodex
A decision framework for the final stages of an AI product: testing whether it works, bringing it to market, and learning from feedback.
gmaxxxie/ai-native-product-agent-skills
Skill Claude CodeCodex
A guide to common judgment traps and cognitive biases, which are recurring thinking patterns that can lead to poor decisions.
gmaxxxie/ai-native-product-agent-skills
Skill Claude CodeCodex
A skill about turning individual judgment into a shared way for a team to make decisions.
gmaxxxie/ai-native-product-agent-skills
Skill Claude CodeCodex
A skill about developing intuition through ongoing practice and improving the standards used for judgment.
gmaxxxie/ai-native-product-agent-skills
Skill Claude CodeCodex
A framework for choosing a clear aesthetic direction when a team has many possible versions of a design or other creative work.
gmaxxxie/ai-native-product-agent-skills
Skill Claude CodeCodex
A framework for thinking about beauty through anxiety, six dimensions, and a two-axis model.
gmaxxxie/ai-native-product-agent-skills
Skill Claude CodeCodex
A framework for treating AI as an amplifier, practice partner, or collaborator in aesthetic work, rather than as the source of taste itself.
gmaxxxie/ai-native-product-agent-skills
Skill Claude CodeCodex
A framework for making aesthetic choices, based on the idea that the surrounding context affects the quality of the result.
gmaxxxie/ai-native-product-agent-skills
Skill Claude CodeCodex
A framework about using storytelling as a form of aesthetic design. It covers narrative structure, emotional pacing, and the way information is organised.
gmaxxxie/ai-native-product-agent-skills
Skill Claude CodeCodex
A framework about the human strengths that remain important when AI can generate many things, especially aesthetic judgement and evolving standards. It presents taste as a lasting advantage for people.
gmaxxxie/ai-native-product-agent-skills
Skill Claude CodeCodex
A framework for understanding how aesthetic quality can affect a business, including customer acceptance, higher perceived value, and the feel of an experience. It also considers balance with the physical world.
gmaxxxie/ai-native-product-agent-skills
Skill Claude CodeCodex
A system for developing and calibrating standards of visual taste, along with ways for people and AI to work together. It also covers how those standards can improve over time.
gmaxxxie/ai-native-product-agent-skills
Skill Claude CodeCodex
An introduction to the idea that aesthetic judgement becomes more important when AI can generate almost anything. It presents control over taste and standards as a central creative concern.
gmaxxxie/ai-native-product-agent-skills
Skill Claude CodeCodex
A hands-on framework for expanding product experiments during the testing phase of an AI-native product. The description does not specify its exact steps or outputs.
gmaxxxie/ai-native-product-agent-skills
Skill Claude CodeCodex
A practical framework for planning the experiment phase of an AI-native product. It evaluates preparation, designs experiments at three levels, creates a scoring guide, and sets an experiment schedule.
gmaxxxie/ai-native-product-agent-skills
Skill Claude CodeCodex
A practical guide for exploring what form an AI-native product should take, such as its interactions and place in a workflow. It analyses capability limits, designs interaction prototypes, tests workflow integration, and produces a product-form recommendation.
gmaxxxie/ai-native-product-agent-skills
Skill Claude CodeCodex
A practical workflow-design guide for reshaping product processes around people and AI. It breaks work into tasks, chooses how people and AI should cooperate, marks workflow steps, and supports validation and iteration.
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