Results for “foundational”

Build a reading habit by starting with interesting chapters and switching books when needed. This skill also guides you toward foundational works in a new subject and uses explaining what you learn to check your understanding.

• Starting a manageable daily reading habit
• Moving past the pressure to finish every book
• Choosing foundational works for a new subject

Search academic sources and encyclopedia entries, read full papers or selected sections, and follow references and citing papers. Use these connections to find related research, identify foundational studies, and trace later developments beyond keyword search.

• Finding papers across multiple academic sources
• Reading a paper's methods or results in detail
• Tracing references to foundational research

Foundational Python best practices, idioms, and code quality fundamentals

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Foundational skills for Zephyr RTOS development. Covers essential Embedded C patterns (BIT, CONTAINER_OF), real-time concurrency primitives (mutexes, semaphores, spinlocks), hardware literacy (datasheet-to-DTS mapping), and defensive programming. Trigger when writing core application logic, drivers, or troubleshooting foundational behavior.

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Create and maintain a shared product marketing document covering the product, audience, differentiation, and brand voice. Draft it from existing project materials or guided questions, then preserve revisions and tested lessons for other marketing skills.

• Establish shared context before starting marketing work
• Draft a product brief from existing project materials
• Align target customers, differentiation, and brand voice

Create a shared marketing context document covering the product, audience, competitors, customer language, and brand voice. Draft it from existing project materials or a guided interview, then update it and check completeness so related marketing skills can reuse the information.

• Prepare shared context for a new marketing project
• Draft marketing context from existing project materials
• Document customer language and brand voice

Set up Firebase command-line tools, sign in, and create or switch projects. Retrieve Android and iOS app configuration files through commands, including guidance for signing in from remote environments.

• Set up Firebase tools and sign in
• Create or switch Firebase projects
• Retrieve Android or iOS configuration files

Learn how instructions, documents, tool results, and conversation history form an AI model’s context. Understand attention limits, why information in the middle can be missed, and how relevance and placement inform decisions about what to include.

• Learning the basics of context engineering
• Understanding why more input does not always help
• Explaining how instruction placement affects attention

Diagnose unexpected terminal-tools results, including empty output, missing exit codes, expired output handles, and busy sessions. Use returned status fields to distinguish ongoing work, output limits, shell behavior, and failures, then choose a recovery step.

• Investigate empty or truncated command output
• Interpret missing exit codes and conflicting status fields
• Resolve job limits and busy terminal sessions

Create and edit FigJam boards through Figma's use_figma tool. Organize meeting or brainstorming content with sections, sticky notes, shapes, connectors, and tables, and inspect existing board elements before updating their text, styling, or positions.

• Prepare a brainstorming board with sticky notes
• Build a retrospective or meeting board
• Draw diagrams with shapes and connectors

Create and edit presentations in Figma Slides using the use_figma tool. Build layouts that follow brand guidelines or reference files, update existing slides, organize sections, and add speaker notes when requested.

• Create a presentation that follows brand guidelines
• Update text and layouts in an existing deck
• Organize slides into sections

Create and edit presentations in Figma Slides using the use_figma tool. Build layouts that follow brand guidelines or reference files, update existing slides, organize sections, and add speaker notes when requested.

• Create a presentation that follows brand guidelines
• Update text and layouts in an existing deck
• Organize slides into sections

Create and edit FigJam boards through Figma's use_figma tool. Organize meeting or brainstorming content with sections, sticky notes, shapes, connectors, and tables, and inspect existing board elements before updating their text, styling, or positions.

• Prepare a brainstorming board with sticky notes
• Build a retrospective or meeting board
• Draw diagrams with shapes and connectors

Create scientific and statistical charts in Python, including line plots, scatter plots, heatmaps, and multi-panel figures. Adjust colors, labels, and layouts, then export figures as PNG, PDF, or SVG for papers and presentations.

• Visualizing trends and relationships in research data
• Arranging multiple charts in one figure
• Adjusting colors and labels for readable charts

Learn how to organize the instructions, conversation history, documents, and tool results an AI agent receives. Explains context limits and loading information as needed, helping you review agent designs and investigate behavior caused by poorly managed context.

• Learning how context windows work
• Reviewing instructions and document loading in agent designs
• Investigating unexpected behavior in long conversations

Explain and apply the foundational LLM Wiki architecture and knowledge-management strategy. Use for setup, architecture, schema, or organization decisions; operational ingest/query/lint work uses dedicated skills.

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Apply before writing logic: choosing core types and data structures, sequencing scaffold-vs-feature work, asking what concurrent actors share. Get the data structures right so downstream code becomes obvious.

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Semantic search over ingested documents using RAG (LlamaIndex/ChromaDB or Foundational RAG)

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Apply before writing logic: choosing core types and data structures, sequencing scaffold-vs-feature work, asking what concurrent actors share. Get the data structures right so downstream code becomes obvious.

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Create award-winning, immersive web experiences at the level of Awwwards-featured agencies. Use when the user mentions "Awwwards quality", "make my site stunning", "scroll animations", "parallax storytelling", "cinematic web design", "portfolio site", or "brand experience". Also trigger when elevating a standard landing page into a memorable digital experience. Covers dramatic typography, purposeful motion, scroll-based composition, and performance-optimized animation. For foundational UI, see refactoring-ui. For type selection, see web-typography.

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Apply foundational design principles: affordances, signifiers, constraints, feedback, and conceptual models. Use when the user mentions "why is this confusing", "affordance", "error prevention", "discoverability", "human-centered design", "mental model", "mapping", "seven stages of action", "users keep making mistakes", "this is unintuitive", or "people cant figure out how to use it". Also trigger when reducing product complexity or feature creep. Covers the gulfs of execution and evaluation. For usability scoring, see ux-heuristics. For iOS-specific patterns, see ios-hig-design.

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Help users design their marketing organizational structure and select the foundational technology stack needed to drive scalable growth.

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Patterns for individual long-form content pieces. Case studies, whitepapers, research reports, definitive guides, manifestos, ebooks, long-form tutorials. The structural disciplines that distinguish publication-quality long-form from bloggy-long padding or academic bloat. Different from pillar-content-architecture (which covers hub structure); this skill covers individual deep-dive pieces. Triggers on long-form content, case study writing, whitepaper, research report, definitive guide, ebook, manifesto, long-form tutorial, deep-dive article, anchor piece, foundational article, structural archetypes. Also triggers when a piece is over 3,000 words and the team is unsure how to structure it, when a long-form draft feels padded or saggy, or when a flagship asset needs the depth to actually earn the length.

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Create and maintain the foundational context doc (positioning, ICP, competitive landscape, brand voice, customer language) that other marketing skills read first. Use when setting up context, defining the ICP, or setting brand voice.

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