Prompt Engineering Markdown Output Document Structure

Markdown Output Prompt — Lock the Document Structure

The contract that stops AI documents from restructuring themselves: a pinned section skeleton, forced tables, and strict consistency rules.

Overview

Ask a model for "a comparison document" five times and you get five structures. The markdown output contract fixes that: a "# " title rule, named "## " sections in a pinned order, table rules that refuse prose-collapse, and a strict consistency block — every section used, exact heading text, nothing merged. This resource loads the structure-enforcement showcase: a feature comparison whose Comparison Table section MUST come back as a real markdown table, identical columns every run.

How to use this resource

  1. Generate once per document type

    The prompt is the template — reuse it every time that document gets written.

  2. Watch the table contract

    Header row, separator row, one row per item, same columns, "—" for blanks — the rules that keep a table a table.

  3. Keep Strict for parseable docs

    Exact heading text is what lets scripts, diffs, and reviewers rely on the structure.

Why This Works

  • Named sections with jobs beat "structure it nicely" by an order of magnitude
  • The never-collapse rule directly counters the model's strongest formatting habit
  • Strict consistency turns a one-off document into a reusable template

Best for

  • Documents that get diffed, templated, or parsed downstream
  • Teams generating the same document type repeatedly
  • Anyone whose comparison tables keep dissolving into paragraphs

Not for

  • Compressing an existing text — that's the Structured Summary Prompt
  • Machine-parseable data contracts — that's the JSON Output Prompt Builder

Use cases

  • Getting the same document skeleton on every run
  • Forcing real markdown tables for comparisons
  • Pinning heading text so downstream tooling can parse it

FAQ

How do I stop AI comparison tables from collapsing into paragraphs?

The TABLE RULES block forces a real table wherever content compares items. It requires a header row, a separator row, one row per item, the same columns every run, and '—' for empty cells, and states you must never collapse a table into prose. Generate this prompt once, paste it into your assistant, and the Comparison Table section comes back as an actual markdown table.

How do I make an AI document use the same headings every time?

The DOCUMENT STRUCTURE pins four sections in order — ## Overview, ## Comparison Table, ## Strengths & Trade-offs, ## Recommendation — and the CONSISTENCY RULES demand the exact heading text with no rewording, no merging, and no omitting. That fixed skeleton is what lets a downstream diff, script, or reviewer rely on the structure across runs.

Should I use this or a JSON output prompt for machine-parseable data?

Use this for human-readable markdown documents; for a strict data contract reach for the JSON Output Prompt Builder instead. This template locks prose sections and tables with OUTPUT RULES like 'Do not wrap the document in code fences' and a MARKDOWN RULE of 'No HTML tags — pure markdown', which is document structure, not a typed data schema a program consumes directly.

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