{"title":"Prompting Fundamental's","description":"","products":[{"product_id":"prompting-fundamentals-prompt-engineering-basics","title":"Prompting Fundamentals: Prompt Engineering Basics","description":"\u003cp\u003e\u003cstrong\u003ePrompting Fundamentals: Prompt Engineering Basics\u003c\/strong\u003e teaches the core structure of a strong prompt so you can get clear, business-ready outputs without guesswork.\u003c\/p\u003e\n\u003ch2\u003eWhat you’ll learn\u003c\/h2\u003e\n\u003cul\u003e\n  \u003cli\u003eHow to structure prompts using a simple framework (role + task + context + format).\u003c\/li\u003e\n  \u003cli\u003eHow to be specific about outcomes, constraints, tone, and length.\u003c\/li\u003e\n  \u003cli\u003eHow to request the exact format you need (bullets, tables, outlines, checklists).\u003c\/li\u003e\n  \u003cli\u003eCommon prompt mistakes that cause generic or off-target answers—and how to fix them.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003ch2\u003eBest for\u003c\/h2\u003e\n\u003cul\u003e\n  \u003cli\u003eAnyone new to prompting who wants consistent results fast\u003c\/li\u003e\n  \u003cli\u003eCreators, operators, and teams standardizing how they use AI\u003c\/li\u003e\n  \u003cli\u003eWriting, planning, summarizing, and analysis tasks\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003ch2\u003eWhat you’ll need\u003c\/h2\u003e\n\u003cul\u003e\n  \u003cli\u003eYour goal (what you want produced)\u003c\/li\u003e\n  \u003cli\u003eAny relevant context (audience, product, constraints)\u003c\/li\u003e\n  \u003cli\u003eThe format you want the final output in\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003ch2\u003eWhat you get (copy\/paste deliverables)\u003c\/h2\u003e\n\u003cul\u003e\n  \u003cli\u003eUniversal prompt template you can reuse for any task\u003c\/li\u003e\n  \u003cli\u003eFormatting templates (outline, table, checklist, brief)\u003c\/li\u003e\n  \u003cli\u003eClarity checklist to diagnose weak prompts\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003ch2\u003eHow to use\u003c\/h2\u003e\n\u003col\u003e\n  \u003cli\u003eStart with the universal template.\u003c\/li\u003e\n  \u003cli\u003eAdd context and constraints (what matters, what to avoid).\u003c\/li\u003e\n  \u003cli\u003eLock the output format and run.\u003c\/li\u003e\n\u003c\/ol\u003e\n\u003ch2\u003eFAQ\u003c\/h2\u003e\n\u003cp\u003e\u003cstrong\u003eIs this only for one AI tool?\u003c\/strong\u003e No—these fundamentals work across modern chat models.\u003c\/p\u003e\n\u003cp\u003e\u003cstrong\u003eWill this help with “generic” answers?\u003c\/strong\u003e Yes—most generic answers come from missing context and unclear output requirements.\u003c\/p\u003e","brand":"UkiyoProds","offers":[{"title":"Standard","offer_id":42929380491348,"sku":"UKIYO-PF-BASICS","price":49.0,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0617\/7207\/0996\/files\/prompting-fundamentals-prompt-engineering-basics.png?v=1771039931"},{"product_id":"prompting-fundamentals-primer-method","title":"Prompting Fundamentals: Primer Method","description":"\u003cp\u003e\u003cstrong\u003ePrompting Fundamentals: Primer Method\u003c\/strong\u003e shows you how to feed the AI source material first, then ask targeted follow-up prompts—so outputs stay grounded, relevant, and accurate.\u003c\/p\u003e\n\u003ch2\u003eWhat you’ll learn\u003c\/h2\u003e\n\u003cul\u003e\n  \u003cli\u003eHow to “prime” the model with source text, notes, or data before asking for outputs.\u003c\/li\u003e\n  \u003cli\u003eHow to request summaries, extracts, rewrites, and analyses that stay inside the provided content.\u003c\/li\u003e\n  \u003cli\u003eHow to turn messy inputs into structured deliverables (key points, action items, briefs).\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003ch2\u003eBest for\u003c\/h2\u003e\n\u003cul\u003e\n  \u003cli\u003eCopywriting and editing from existing drafts\u003c\/li\u003e\n  \u003cli\u003eDocument analysis, meeting notes, and research summaries\u003c\/li\u003e\n  \u003cli\u003eAny task where accuracy depends on the input text\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003ch2\u003eWhat you’ll need\u003c\/h2\u003e\n\u003cul\u003e\n  \u003cli\u003eThe source content (paste text, notes, transcript, or outline)\u003c\/li\u003e\n  \u003cli\u003eThe deliverable you want (summary, brief, email, plan, etc.)\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003ch2\u003eWhat you get (copy\/paste deliverables)\u003c\/h2\u003e\n\u003cul\u003e\n  \u003cli\u003ePrimer prompt template (with safe input boundaries)\u003c\/li\u003e\n  \u003cli\u003eExtraction prompts (key points, quotes, claims, risks, next steps)\u003c\/li\u003e\n  \u003cli\u003eTransformation prompts (rewrite, shorten, expand, change tone)\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003ch2\u003eHow to use\u003c\/h2\u003e\n\u003col\u003e\n  \u003cli\u003ePaste your source content and prime the model.\u003c\/li\u003e\n  \u003cli\u003eAsk for one output at a time (summary, then outline, then final).\u003c\/li\u003e\n  \u003cli\u003eIf something is missing, prompt for the missing input instead of guessing.\u003c\/li\u003e\n\u003c\/ol\u003e\n\u003ch2\u003eFAQ\u003c\/h2\u003e\n\u003cp\u003e\u003cstrong\u003eDoes this reduce hallucinations?\u003c\/strong\u003e Yes—because the output is anchored to the text you provided.\u003c\/p\u003e\n\u003cp\u003e\u003cstrong\u003eCan I use this for long documents?\u003c\/strong\u003e Yes—split into sections and prime in parts, then ask for a combined output.\u003c\/p\u003e","brand":"UkiyoProds","offers":[{"title":"Standard","offer_id":42929381605460,"sku":"UKIYO-PF-PRIMER","price":29.0,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0617\/7207\/0996\/files\/prompting-fundamentals-primer-method.png?v=1771039929"},{"product_id":"prompting-fundamentals-break-it-down-method","title":"Prompting Fundamentals: Break It Down Method","description":"\u003cp\u003e\u003cstrong\u003ePrompting Fundamentals: Break It Down Method\u003c\/strong\u003e teaches you how to break larger tasks into smaller, controllable chunks—so quality stays high and revisions get easier.\u003c\/p\u003e\n\u003ch2\u003eWhat you’ll learn\u003c\/h2\u003e\n\u003cul\u003e\n  \u003cli\u003eHow to decompose a big request into clear sub-tasks (research → plan → draft → polish).\u003c\/li\u003e\n  \u003cli\u003eHow to control scope, priority, and sequencing to avoid messy outputs.\u003c\/li\u003e\n  \u003cli\u003eHow to assemble chunked outputs into a final deliverable that reads as one piece.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003ch2\u003eBest for\u003c\/h2\u003e\n\u003cul\u003e\n  \u003cli\u003eLong-form writing (blogs, guides, scripts, proposals)\u003c\/li\u003e\n  \u003cli\u003eStrategy documents, SOPs, and planning\u003c\/li\u003e\n  \u003cli\u003eComplex work where “one prompt” usually fails\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003ch2\u003eWhat you’ll need\u003c\/h2\u003e\n\u003cul\u003e\n  \u003cli\u003eThe final deliverable you want (and who it’s for)\u003c\/li\u003e\n  \u003cli\u003eAny constraints (length, style, requirements)\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003ch2\u003eWhat you get (copy\/paste deliverables)\u003c\/h2\u003e\n\u003cul\u003e\n  \u003cli\u003eTask decomposition prompt templates\u003c\/li\u003e\n  \u003cli\u003eChunk-by-chunk drafting prompts (with checkpoints)\u003c\/li\u003e\n  \u003cli\u003eFinal assembly prompt (merge + smooth + format)\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003ch2\u003eHow to use\u003c\/h2\u003e\n\u003col\u003e\n  \u003cli\u003eAsk for a plan broken into numbered steps.\u003c\/li\u003e\n  \u003cli\u003eGenerate each section one at a time with clear constraints.\u003c\/li\u003e\n  \u003cli\u003eRun a final pass to unify voice, remove repeats, and polish.\u003c\/li\u003e\n\u003c\/ol\u003e\n\u003ch2\u003eFAQ\u003c\/h2\u003e\n\u003cp\u003e\u003cstrong\u003eIs this slower?\u003c\/strong\u003e Slightly—but you get dramatically better control, fewer mistakes, and faster revisions.\u003c\/p\u003e","brand":"UkiyoProds","offers":[{"title":"Standard","offer_id":42929381703764,"sku":"UKIYO-PF-BREAKDOWN","price":29.0,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0617\/7207\/0996\/files\/prompting-fundamentals-break-it-down-method_64b38c64-7b23-4039-a88a-e767f4ff0ea0.png?v=1771040344"},{"product_id":"prompting-fundamentals-act-as-method","title":"Prompting Fundamentals: Act As Method","description":"\u003cp\u003e\u003cstrong\u003ePrompting Fundamentals: Act As Method\u003c\/strong\u003e shows you how to get more specific, useful outputs by assigning a role\/persona—so the model answers with the right expertise, tone, and perspective.\u003c\/p\u003e\n\u003ch2\u003eWhat you’ll learn\u003c\/h2\u003e\n\u003cul\u003e\n  \u003cli\u003eHow to set a role that changes the model’s style and decision-making (not just tone).\u003c\/li\u003e\n  \u003cli\u003eHow to define boundaries: what the role should and shouldn’t do.\u003c\/li\u003e\n  \u003cli\u003eHow to use follow-up prompts to steer depth, specificity, and examples.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003ch2\u003eBest for\u003c\/h2\u003e\n\u003cul\u003e\n  \u003cli\u003eMarketing, sales, and copywriting with a clear voice\u003c\/li\u003e\n  \u003cli\u003eExpert-style analysis and structured advice\u003c\/li\u003e\n  \u003cli\u003eDrafting like a specialist (editor, strategist, coach, analyst)\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003ch2\u003eWhat you’ll need\u003c\/h2\u003e\n\u003cul\u003e\n  \u003cli\u003eThe role you want (e.g., “senior copywriter,” “grant reviewer,” “SEO strategist”)\u003c\/li\u003e\n  \u003cli\u003eYour context and the outcome you want\u003c\/li\u003e\n  \u003cli\u003eThe format you want returned\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003ch2\u003eWhat you get (copy\/paste deliverables)\u003c\/h2\u003e\n\u003cul\u003e\n  \u003cli\u003eRole\/perspective prompt templates\u003c\/li\u003e\n  \u003cli\u003eBoundary and quality-control add-ons (do\/don’t rules)\u003c\/li\u003e\n  \u003cli\u003eExamples for common roles (marketing, ops, creative, technical)\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003ch2\u003eHow to use\u003c\/h2\u003e\n\u003col\u003e\n  \u003cli\u003eSet the role + objective + audience.\u003c\/li\u003e\n  \u003cli\u003eSpecify constraints and output format.\u003c\/li\u003e\n  \u003cli\u003eFollow up with targeted questions to refine.\u003c\/li\u003e\n\u003c\/ol\u003e\n\u003ch2\u003eFAQ\u003c\/h2\u003e\n\u003cp\u003e\u003cstrong\u003eIs “Act As” the same as tone?\u003c\/strong\u003e No—good roles change what the model prioritizes and how it reasons about tradeoffs.\u003c\/p\u003e","brand":"UkiyoProds","offers":[{"title":"Standard","offer_id":42929381834836,"sku":"UKIYO-PF-ACTAS","price":29.0,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0617\/7207\/0996\/files\/prompting-fundamentals-act-as-method.png?v=1771039924"},{"product_id":"prompting-fundamentals-ask-questions-method","title":"Prompting Fundamentals: Ask Questions Method","description":"\u003cp\u003e\u003cstrong\u003ePrompting Fundamentals: Ask Questions Method\u003c\/strong\u003e helps you get better results by having the AI ask for missing info before it starts—so outputs match your real intent.\u003c\/p\u003e\n\u003ch2\u003eWhat you’ll learn\u003c\/h2\u003e\n\u003cul\u003e\n  \u003cli\u003eHow to trigger smart clarifying questions (without getting 20 questions back).\u003c\/li\u003e\n  \u003cli\u003eHow to request “minimum necessary” questions that change the answer.\u003c\/li\u003e\n  \u003cli\u003eHow to proceed with labeled assumptions when info is missing.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003ch2\u003eBest for\u003c\/h2\u003e\n\u003cul\u003e\n  \u003cli\u003eAmbiguous tasks (strategy, planning, troubleshooting, specs)\u003c\/li\u003e\n  \u003cli\u003eClient work where requirements aren’t clear yet\u003c\/li\u003e\n  \u003cli\u003eAny prompt that usually produces “not quite what I meant” outputs\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003ch2\u003eWhat you’ll need\u003c\/h2\u003e\n\u003cul\u003e\n  \u003cli\u003eYour goal and any constraints you already know\u003c\/li\u003e\n  \u003cli\u003eWhat the output will be used for (context)\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003ch2\u003eWhat you get (copy\/paste deliverables)\u003c\/h2\u003e\n\u003cul\u003e\n  \u003cli\u003eClarifying-question prompt templates\u003c\/li\u003e\n  \u003cli\u003eAssumption-handling template (proceed safely when answers are missing)\u003c\/li\u003e\n  \u003cli\u003eQuestion prioritization rules (ask what changes the output)\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003ch2\u003eHow to use\u003c\/h2\u003e\n\u003col\u003e\n  \u003cli\u003eAsk the model to list up to 3 required questions.\u003c\/li\u003e\n  \u003cli\u003eAnswer them (or tell it to proceed with assumptions).\u003c\/li\u003e\n  \u003cli\u003eGenerate the final output using the clarified requirements.\u003c\/li\u003e\n\u003c\/ol\u003e\n\u003ch2\u003eFAQ\u003c\/h2\u003e\n\u003cp\u003e\u003cstrong\u003eWill it still answer if I don’t respond?\u003c\/strong\u003e Yes—when instructed, it can proceed with reasonable assumptions and label them clearly.\u003c\/p\u003e","brand":"UkiyoProds","offers":[{"title":"Standard","offer_id":42929381933140,"sku":"UKIYO-PF-ASKQ","price":29.0,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0617\/7207\/0996\/files\/prompting-fundamentals-ask-questions-method.png?v=1771039922"},{"product_id":"prompting-fundamentals-art-of-iteration","title":"Prompting Fundamentals: The Art of Iteration","description":"\u003cp\u003e\u003cstrong\u003ePrompting Fundamentals: The Art of Iteration\u003c\/strong\u003e teaches a repeatable loop to refine prompts and outputs from “okay” to “great”—without starting over every time.\u003c\/p\u003e\n\u003ch2\u003eWhat you’ll learn\u003c\/h2\u003e\n\u003cul\u003e\n  \u003cli\u003eHow to diagnose what’s wrong (too generic, wrong structure, missing details, wrong tone).\u003c\/li\u003e\n  \u003cli\u003eHow to apply targeted fixes instead of rewriting the whole prompt.\u003c\/li\u003e\n  \u003cli\u003eHow to lock in improvements so the next run is consistently better.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003ch2\u003eBest for\u003c\/h2\u003e\n\u003cul\u003e\n  \u003cli\u003eCopywriting, outlines, and long-form content\u003c\/li\u003e\n  \u003cli\u003eStrategy and planning outputs that need precision\u003c\/li\u003e\n  \u003cli\u003eAny workflow where quality matters and revisions are normal\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003ch2\u003eWhat you’ll need\u003c\/h2\u003e\n\u003cul\u003e\n  \u003cli\u003eYour original prompt and the output you got\u003c\/li\u003e\n  \u003cli\u003eWhat you expected instead (1–2 sentences)\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003ch2\u003eWhat you get (copy\/paste deliverables)\u003c\/h2\u003e\n\u003cul\u003e\n  \u003cli\u003eIteration loop prompt (diagnose → fix → re-run)\u003c\/li\u003e\n  \u003cli\u003eFix-it toolkit (specificity, structure, voice, constraints)\u003c\/li\u003e\n  \u003cli\u003eChecklist for upgrading prompts over time\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003ch2\u003eHow to use\u003c\/h2\u003e\n\u003col\u003e\n  \u003cli\u003ePaste your prompt + output and ask for a diagnosis.\u003c\/li\u003e\n  \u003cli\u003eApply the recommended edits (small changes first).\u003c\/li\u003e\n  \u003cli\u003eRe-run and compare until it meets the bar.\u003c\/li\u003e\n\u003c\/ol\u003e\n\u003ch2\u003eFAQ\u003c\/h2\u003e\n\u003cp\u003e\u003cstrong\u003eDo I need to “prompt engineer” everything?\u003c\/strong\u003e No—iteration is how you improve the few prompts you use most.\u003c\/p\u003e","brand":"UkiyoProds","offers":[{"title":"Standard","offer_id":42929382031444,"sku":"UKIYO-PF-ITERATE","price":39.0,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0617\/7207\/0996\/files\/prompting-fundamentals-the-art-of-iteration.png?v=1771039917"},{"product_id":"prompting-fundamentals-prompting-for-different-modalities","title":"Prompting Fundamentals: Prompting for Different Modalities","description":"\u003cp\u003e\u003cstrong\u003ePrompting Fundamentals: Prompting for Different Modalities\u003c\/strong\u003e breaks down how to prompt for \u003cem\u003etext\u003c\/em\u003e, \u003cem\u003ecode\u003c\/em\u003e, and \u003cem\u003eimages\u003c\/em\u003e—and what changes between them.\u003c\/p\u003e\n\u003ch2\u003eWhat you’ll learn\u003c\/h2\u003e\n\u003cul\u003e\n  \u003cli\u003eText prompts: context + tone + structure for clear writing outputs.\u003c\/li\u003e\n  \u003cli\u003eCode prompts: requirements, constraints, edge cases, and test-first thinking.\u003c\/li\u003e\n  \u003cli\u003eImage prompts: subject, composition, style, lighting, and variation controls.\u003c\/li\u003e\n  \u003cli\u003eHow to mix modalities when you need multiple outputs in one workflow.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003ch2\u003eBest for\u003c\/h2\u003e\n\u003cul\u003e\n  \u003cli\u003eCreators who generate content and assets across formats\u003c\/li\u003e\n  \u003cli\u003eBuilders who need reliable code outputs\u003c\/li\u003e\n  \u003cli\u003eTeams standardizing prompts for mixed workflows\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003ch2\u003eWhat you’ll need\u003c\/h2\u003e\n\u003cul\u003e\n  \u003cli\u003eYour target output modality (text, code, image—or combinations)\u003c\/li\u003e\n  \u003cli\u003eAny constraints (style, tech stack, format, dimensions)\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003ch2\u003eWhat you get (copy\/paste deliverables)\u003c\/h2\u003e\n\u003cul\u003e\n  \u003cli\u003eText prompt templates (briefs, outlines, drafts)\u003c\/li\u003e\n  \u003cli\u003eCode prompt templates (specs, tests, refactors)\u003c\/li\u003e\n  \u003cli\u003eImage prompt templates (composition + style controls)\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003ch2\u003eHow to use\u003c\/h2\u003e\n\u003col\u003e\n  \u003cli\u003ePick the modality and use the matching template.\u003c\/li\u003e\n  \u003cli\u003eLock the format (for code: files\/functions; for images: style\/scene).\u003c\/li\u003e\n  \u003cli\u003eIterate with constraints to get the exact result you want.\u003c\/li\u003e\n\u003c\/ol\u003e\n\u003ch2\u003eFAQ\u003c\/h2\u003e\n\u003cp\u003e\u003cstrong\u003eCan one prompt work for everything?\u003c\/strong\u003e Usually no—each modality benefits from different specificity and constraints.\u003c\/p\u003e","brand":"UkiyoProds","offers":[{"title":"Standard","offer_id":42929382195284,"sku":"UKIYO-PF-MODALITIES","price":49.0,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0617\/7207\/0996\/files\/prompting-fundamentals-prompting-for-different-modalities.png?v=1771039900"},{"product_id":"prompting-fundamentals-zero-shot-vs-few-shot-prompting","title":"Prompting Fundamentals: Zero-Shot vs Few-Shot Prompting","description":"\u003cp\u003e\u003cstrong\u003ePrompting Fundamentals: Zero-Shot vs Few-Shot Prompting\u003c\/strong\u003e teaches when to use examples (few-shot) versus when a clear instruction is enough (zero-shot)—and how many examples to provide.\u003c\/p\u003e\n\u003ch2\u003eWhat you’ll learn\u003c\/h2\u003e\n\u003cul\u003e\n  \u003cli\u003eWhen zero-shot is best (simple tasks, clear format, limited variation).\u003c\/li\u003e\n  \u003cli\u003eWhen few-shot wins (style matching, classification, edge-case handling).\u003c\/li\u003e\n  \u003cli\u003eHow to write examples that teach the model what “good” looks like.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003ch2\u003eBest for\u003c\/h2\u003e\n\u003cul\u003e\n  \u003cli\u003eTeams standardizing outputs across many runs\u003c\/li\u003e\n  \u003cli\u003eClassification and formatting tasks\u003c\/li\u003e\n  \u003cli\u003eAny prompt where consistency matters\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003ch2\u003eWhat you’ll need\u003c\/h2\u003e\n\u003cul\u003e\n  \u003cli\u003eYour task and the desired output format\u003c\/li\u003e\n  \u003cli\u003e1–3 examples of good outputs (optional, but helpful)\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003ch2\u003eWhat you get (copy\/paste deliverables)\u003c\/h2\u003e\n\u003cul\u003e\n  \u003cli\u003eZero-shot templates (clear instructions + format lock)\u003c\/li\u003e\n  \u003cli\u003eFew-shot templates (examples + pattern + edge cases)\u003c\/li\u003e\n  \u003cli\u003eExample design checklist (what to include \/ avoid)\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003ch2\u003eHow to use\u003c\/h2\u003e\n\u003col\u003e\n  \u003cli\u003eStart with zero-shot.\u003c\/li\u003e\n  \u003cli\u003eAdd 1–3 examples only if outputs are inconsistent.\u003c\/li\u003e\n  \u003cli\u003eInclude at least one tricky edge case if your task has them.\u003c\/li\u003e\n\u003c\/ol\u003e\n\u003ch2\u003eFAQ\u003c\/h2\u003e\n\u003cp\u003e\u003cstrong\u003eDo more examples always help?\u003c\/strong\u003e No—use enough to teach the pattern, not so many that you add noise.\u003c\/p\u003e","brand":"UkiyoProds","offers":[{"title":"Standard","offer_id":42929382359124,"sku":"UKIYO-PF-ZEROVSFEW","price":29.0,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0617\/7207\/0996\/files\/prompting-fundamentals-zero-shot-vs-few-shot-prompting.png?v=1771039874"},{"product_id":"prompting-fundamentals-chain-of-thought-advanced-reasoning","title":"Prompting Fundamentals: Advanced Reasoning Techniques","description":"\u003cp\u003e\u003cstrong\u003ePrompting Fundamentals: Chain of Thought \u0026amp; Advanced Reasoning Techniques\u003c\/strong\u003e explores advanced methods that improve performance on complex problems—when to use them, when not to, and how to get more reliable answers.\u003c\/p\u003e\n\u003ch2\u003eWhat you’ll learn\u003c\/h2\u003e\n\u003cul\u003e\n  \u003cli\u003eHow to prompt for multi-step reasoning on complex tasks.\u003c\/li\u003e\n  \u003cli\u003eTechniques beyond basic reasoning: self-checking, least-to-most, and exploring multiple solution paths.\u003c\/li\u003e\n  \u003cli\u003eHow to reduce errors using verification and constraint-driven reasoning.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003ch2\u003eBest for\u003c\/h2\u003e\n\u003cul\u003e\n  \u003cli\u003eComplex planning and decision-making\u003c\/li\u003e\n  \u003cli\u003eMulti-step problem solving (technical, analytical, strategic)\u003c\/li\u003e\n  \u003cli\u003eAny task where “first answer” is often wrong\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003ch2\u003eWhat you’ll need\u003c\/h2\u003e\n\u003cul\u003e\n  \u003cli\u003eThe problem statement and desired outcome\u003c\/li\u003e\n  \u003cli\u003eConstraints, assumptions, and any known facts\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003ch2\u003eWhat you get (copy\/paste deliverables)\u003c\/h2\u003e\n\u003cul\u003e\n  \u003cli\u003eAdvanced reasoning prompt templates\u003c\/li\u003e\n  \u003cli\u003eVerification prompts (check constraints, edge cases, contradictions)\u003c\/li\u003e\n  \u003cli\u003eGuidelines for choosing the right reasoning method by task\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003ch2\u003eHow to use\u003c\/h2\u003e\n\u003col\u003e\n  \u003cli\u003eDefine the goal and constraints clearly.\u003c\/li\u003e\n  \u003cli\u003eAsk for a solution and a verification pass.\u003c\/li\u003e\n  \u003cli\u003eIterate only on the failing step instead of restarting.\u003c\/li\u003e\n\u003c\/ol\u003e\n\u003ch2\u003eFAQ\u003c\/h2\u003e\n\u003cp\u003e\u003cstrong\u003eIs advanced reasoning always better?\u003c\/strong\u003e No—use it when the task is complex. 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