Better prompts.
Fewer tokens.
Cuelara turns rough prompts into structured, production-ready instructions, extracts only the relevant context from your documents, and turns any website's design into a prompt an AI can rebuild — so every token you send to GPT-4o, Claude, or Gemini actually matters.
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Write it. Feed it. Design it.
Eight focused, fully-working tools: optimize prompts, extract the context that matters from large documents, turn any website into a design prompt, and debug, score, compress and cost-check the result.
Prompt Optimizer
Rewrites your messy instructions for maximum AI understanding. Tailored modes for coding, writing, and business.
Prompt Builder
Turn a rough idea into a complete, ready-to-paste prompt for ChatGPT, Claude, Gemini or Cursor — clear, lean, nothing invented.
Context Extractor
Extract only the relevant data from large documents via RAG to slash token usage and eliminate hallucinations in your LLM.
Site to Prompt
Measures a website's real colors, fonts, layout and tech stack, then writes a prompt that lets v0, Bolt, Claude or Midjourney rebuild its design.
Token Optimizer
Compress verbose prompts by up to 50%, verified against real token counts — not estimates.
Diff & Cost Estimate
Visual diffs showing exactly what changed, alongside precise token and real API cost estimations.
Prompt Debugger
Automatically detects vague wording, contradictory constraints, and missing context before you hit send.
Intelligence Score
Get a 1-100 score analyzing your prompt's clarity, specificity, and AI-readiness with actionable suggestions.
Prompt Formatter
Instantly converts unstructured walls of text into standardized, model-friendly sections (Role, Task, Constraints).
From messy inputs to precise prompts in seconds.
Good AI output starts with good input. Cuelara acts as your AI engineering co-pilot: it sharpens your instructions, trims your documents down to what matters, and captures a website's design as a prompt.
Start from what you have
A rough idea, a 200-page PDF, or a website you want to recreate. No formatting or trimming needed.
Pick the tool for the job
Prompt Optimizer structures the task, Context Extractor pulls only the relevant passages, and Site to Prompt measures the real colors, fonts and layout.
Copy, deploy and save
Paste the finished prompt into ChatGPT, Claude, v0 or your codebase and watch your API bills drop.
Automated Optimization
Powered by advanced heuristics and LLM-assisted analysis.
Frequently Asked Questions
Everything you need to know about Cuelara and prompt optimization.
Stop guessing. Start prompting smarter.
Join developers who optimize prompts, cut context down to what matters, and turn any website into a prompt.
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