Index // prompts

The fulllibrary.

Every prompt, rewritten to the same standard: a specific expert role, bracketed inputs you fill in, a numbered workflow, hard constraints, and an explicit output contract. Search runs across the complete text of every prompt.

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Master Build Prompt

APEX — The Master Website Build Prompt

Fill a short brief, paste the whole file, and the AI designs and builds one complete award-grade website — no lorem ipsum, no stalling.

Use when: Any new website build where you want an authored piece, not a template instantiation.

WebsiteArt DirectionWebGLAwwwards
Master Build Prompt

The Anti-Slop Mandate

Refines a website into a distinctive, senior-crafted product — with an explicit blacklist of the clichés that make a site read as AI-generated.

Use when: An existing site or draft that looks templated and needs a principal-level craft pass.

WebsiteDesign ReviewCraftAnti-Slop
Master Build Prompt

The Cosmic Master Prompt — Award-Grade Builder

Answer an intake, paste, and Claude Code plans, builds, then screenshots and judges its own work across three self-review passes.

Use when: Immersive, experience-led sites where you want the builder to critique and iterate on itself.

WebsiteWebGLSelf-ReviewClaude Code
Master Build Prompt

APEX Part B — Build Directive Only

The execution half of APEX: craft system, archetype paradigms, performance and accessibility budgets, build order and acceptance checklist.

Use when: You already have a brief written — paste this to set the quality bar and build order.

WebsiteCraft SystemAcceptance Criteria
Prompt Engineering

Few-Shot Chain-of-Thought Solver

Use when you can supply a few worked examples and want the model to imitate their step-by-step reasoning on a new problem of the same type.

reasoningcotfew-shotverification
Prompt Engineering

Zero-Shot Step-by-Step Reasoner

Use for any single hard question when you have no examples to show - it upgrades the classic 'think step by step' trigger into a full scaffold with a…

reasoningcotzero-shot
Prompt Engineering

Self-Consistency Majority Voting

Use when a single chain of reasoning is error-prone - the model produces several independent solution paths and the majority answer wins.

reasoningreliabilityvoting
Prompt Engineering

Generated Knowledge Grounding

Use for commonsense or factual questions where hidden wrong assumptions cause errors - the model must list and grade relevant facts before it is allowed to…

reasoninggroundingfactsanti-hallucination
Prompt Engineering

ReAct Tool-Use Agent Loop

Use to turn any LLM into a tool-using agent that alternates explicit reasoning with actions and never fabricates tool results - the backbone of most agent…

agentstoolsreactgrounding
Prompt Engineering

Tree-of-Thoughts Expert Panel

Use for hard open-ended questions where the first idea is often wrong - three simulated experts explore different branches, attack each other, and prune dead…

reasoningtotdebateexploration
Prompt Engineering

Plan-and-Solve Structured Reasoning

Use for multi-step quantitative or logical problems - forcing a complete plan before any calculation catches the setup errors that plain step-by-step…

reasoningplanningmathzero-shot
Prompt Engineering

Least-to-Most Decomposition Ladder

Use when a problem is too hard to answer in one pass - it gets broken into a ladder of subquestions, easiest first, with each answer feeding the next.

reasoningdecompositioncomplex-problems
Prompt Engineering

Prompt Template Generator

Use to have the model design a complete, reusable prompt template for any task you describe - it engineers the inputs, structure, guardrails, and output…

meta-prompttemplatesprompt-design
Prompt Engineering

Four-Block System Prompt Skeleton

Use as the starting skeleton for any assistant's system message - identity, testable rules, demonstrations, and reference data in the order models parse best.

system-promptstructureassistants
Prompt Engineering

Agent Persistence Directive

Drop this block into any agent's system prompt to stop it from quitting halfway - it enforces decomposition, reflection after every tool call, and a…

agentsautonomyreliability
Prompt Engineering

One-Shot Web App Builder

Use to get a complete, polished, dependency-free web app in a single response - the model grades its own draft against a hidden rubric and iterates before…

codingfrontendone-shotrubric
Prompt Engineering

LangGPT Structured Role Card

Use when you want a reusable, maintainable persona prompt - the sectioned role card gives the model a stable identity, bounded skills, testable rules, and a…

rolestructurepersonaframework
Prompt Engineering

CO-STAR Communication Framework

Use for any writing task where voice and audience matter - posts, emails, landing pages, scripts - by forcing the context, objective, style, tone, audience,…

frameworkcopywritingaudiencetone
Prompt Engineering

RACE Professional Deliverable Framework

Use for work deliverables with a clear done standard - reports, reviews, runbooks - because the Expectation section defines measurable success criteria before…

frameworkbusinessdeliverablesacceptance-criteria
Prompt Engineering

Iterative Prompt Perfector

Use to co-write a prompt with the model itself - each round it delivers a full revised prompt, explains its changes, and asks the highest-leverage questions…

meta-promptiterationcollaboration
Prompt Engineering

Configurable AI Tutor

Use to turn any LLM into a personal tutor whose depth, teaching style, and tone you configure - with slash commands for planning lessons, teaching, and testing.

educationpersonacommandsadaptive
Frontend & UI/UX

Screenshot to Pixel-Perfect Code

Use when you have a screenshot of a UI and need it rebuilt in code with exact colors, spacing, and copy instead of a loose approximation.

design-to-codetailwindreactreplication
Frontend & UI/UX

Figma Frame to Production Page

Use when converting a Figma design into a responsive, semantic, token-driven page instead of a brittle absolute-positioned copy.

figmadesign-to-codenextjsresponsive
Frontend & UI/UX

High-Converting Landing Page Architect

Use when designing or rewriting a single-offer landing page and you want conversion strategy, real copy, and implementation in one pass.

landing-pageconversioncopywritingsaas