Produces a structured, experience-first feature specification following a docs-first approach. Use when defining or refining a single product feature's lifecycle and outcomes.

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Decomposes a decision-complete PRD into a clear, minimal set of user-meaningful features with explicit dependencies, producing a roadmap-ready structure without prioritization, scheduling, or implementation det...

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GitHub

ambiguity-detection

Z1-Test

Detects critical product, scope, data, risk, and success ambiguities in requirements or PRDs and expresses them as structured, decision-forcing clarification questions without proposing solutions or workflow ac...

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prd-authoring

Z1-Test

Generates a research-grade Product Requirements Document (PRD) defining problems, goals, scope, constraints, and success criteria. Use when creating or updating a PRD for a product or major initiative.

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save

memoer

Manually saves the current lesson to the lessons directory. Use when auto-save was missed or user wants to explicitly save content.

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summary

memoer

Provides a recap of recent lessons and key concepts learned. Summarizes main points, connections between topics, and suggests next steps. Use for review sessions or session wrap-up.

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lessons

memoer

Manages lesson files - list all lessons, show specific lesson, export lessons to single file, or continue from a specific lesson number. Use for navigating and organizing saved lessons.

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GitHub

quiz

memoer

Tests understanding of the current topic with questions. Includes multiple choice, code output prediction, and conceptual questions. Use when user wants to verify their understanding.

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eli5

memoer

Explain Like I'm 5. Simplifies complex programming concepts using everyday analogies, simple language, and relatable examples. Use when the current explanation is too complex or user wants a simpler breakdown.

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examples

memoer

Provides additional code examples for the current topic. Shows basic to advanced progression, edge cases, and real-world usage patterns. Use when user wants more code samples or different approaches.

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research

memoer

Fetches latest documentation for programming libraries, frameworks, and tools. Use when studying current APIs, best practices, release notes, or feature updates. Triggers for requests like "What's new in React?...

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practice

memoer

Generates hands-on coding exercises for the current topic. Provides progressively challenging problems with hints and solutions. Use when user wants to practice and reinforce learning.

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deeper

memoer

Provides deeper technical details about the current topic. Covers internals, implementation details, performance implications, and advanced concepts. Use when user wants to go beyond basics.

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GitHub