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Gixo Quill / Generator

AI Calculator Guide Generator

Create a calculator guide that defines inputs, formulas, units, assumptions, examples, interpretation, limitations, and verification steps. The active guide targets 1,000 words, enforces 7 structural elements, binds sources after generation, and keeps review before export.

~1000
Target word count
7
Required elements
4
Citation styles bound post-gen
2
One-click CMS publish targets

Current public contract

Calculator Guide generation contract

The values below come from the active Quill content-type guide and delivery catalog.
AspectCurrent behaviorWhy it matters
Target lengthApproximately 1,000 wordsThe active style guide supplies the generation target.
Required structure7 required elementsEach listed element is injected into the generation contract.
Tone and voicePrecise, practical, transparent, and instruction-focused; Active voiceThe values are read from the selected content-type guide.
AudienceReaders who need to understand, reproduce, or adapt a calculation without relying on an unexplained result.The output is shaped for the guide's declared reader.
Source handlingPost-generation claim extraction and source bindingCitations are bound after generation instead of being invented in the draft.
Delivery2 direct publishing targets; HTML, Markdown, and PDFThe delivery options come from the current Quill capability snapshot.
What should I provide to the AI Calculator Guide Generator?

Provide the calculation goal, variables, units, validated formula, data sources, assumptions, edge cases, worked examples, and the professional or regulatory caveats readers must see.

What structure does a Gixo Calculator Guide follow?

The active guide targets approximately 1,000 words and injects 7 required structural elements using a precise, practical, transparent, and instruction-focused tone for readers who need to understand, reproduce, or adapt a calculation without relying on an unexplained result..

Can I review and publish the generated Calculator Guide?

Yes. The Calculator Guide opens in the Quill workspace for editing and team review. You can bind sources after generation, render APA, MLA, Chicago, or Harvard citations, export in HTML, Markdown, and PDF, or publish to a supported CMS destination.

What is an AI Calculator Guide Generator?

An AI calculator guide generator explains how a calculation works and how to use it responsibly; it does not replace a validated calculation engine. The guide defines inputs, units, formulas, assumptions, worked examples, interpretation, and limitations.

What to provide: Provide the calculation goal, variables, units, validated formula, data sources, assumptions, edge cases, worked examples, and the professional or regulatory caveats readers must see.

Gixo Quill format picker, one of the screens Calculator Guide is generated from, showing content type cards including Blog Post, How-To Guide, Listicle, Comparison, Tutorial, and FAQ
Calculator Guide is one of the 48 direct-create formats generated from this same screen — a shared workspace, not a separate tool per format.

What Gixo guarantees about every Calculator Guide

These rules are encoded in the Gixo codebase and enforced for every generation — not best-effort suggestions in a prompt.

Structure

H1 title, What this calculator helps estimate, Inputs and definitions, Formula or method, Step-by-step calculation, Worked example, Result interpretation, Assumptions and limitations, Additional scenarios, FAQ, Next steps

Tone & voice

Precise, practical, transparent, and instruction-focused · Active voice

Audience

Readers who need to understand, reproduce, or adapt a calculation without relying on an unexplained result.

SEO posture

Match the calculation intent, define every variable and unit, and use HowTo schema only when the page presents a complete repeatable method.

Required structural elements

  • H1 title
  • Purpose and scope
  • Defined inputs and units
  • Formula or calculation method
  • Step-by-step worked example
  • Result interpretation
  • Assumptions and limitations

Formatting preferences

  • Numbered steps
  • Formula blocks
  • Input tables
  • Worked examples
  • Assumption callouts
  • Result summaries

How a Gixo Calculator Guide is built

Every generation passes through a deterministic 7-stage pipeline.

The publishing pipeline

  1. Plan — Token allocation, section count, structural completeness target. GenerationPlanner.cs
  2. Prompt — Style guide injected; tone, voice, SEO posture composed. PromptBuilder.cs
  3. Generate — Single AI provider call via routed model. GenerationExecutor.cs
  4. Tighten — Word-count enforcement, structural completeness check, brand compliance. PostGenerationPipeline.cs
  5. Bind sources — Claims extracted, web-searched, bound to verified sources. EvidencePipeline.cs
  6. Render — APA / MLA / Chicago / Harvard inline citations injected at export. CitationHtmlRenderer.cs
  7. Publish — Send approved work to connected WordPress and Ghost sites, hand a draft to Medium, or export it for other destinations. Export in HTML, Markdown, and PDF.

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