7. Writing & Documentation

Prevents citation drift across markdown subsections after document polishing, ensuring claim-evidence alignment remains intact.

Automates citation density improvement in technical documents by redistributing existing citations to meet unique citation requirements without adding new facts or changing content.

Creates structured evidence packs with claim candidates, comparisons, and citation-provenance snippets for document sections using existing bibliography.

Converts Markdown drafts into structured LaTeX projects with bibliography wiring, removing markdown formatting and linking to a .bib file.

Injects existing citations from reference files into drafts to satisfy global unique-citation requirements without introducing new facts.

Automates binding of evidence IDs from a pre-existing bank to document subsections (H3), enabling section-scoped evidence usage in technical writing.

Generates chapter lead blocks that connect H3 subsections and preview the chapter's comparison lens without adding new facts or citations.

Detects merge-induced voice inconsistencies in documentation and routes fixes to source files without modifying the draft.

Automates generation and verification of BibTeX entries from paper notes, providing traceable references for prose and LaTeX with URL, date, and title validation.

Creates academic paper front matter sections (Abstract, Introduction, etc.) with high citation density and evidence-policy paragraphs, adhering to provided bibliography.

Automates merging individual section files into a single draft document while preserving outline order and weaving transitions for review and polishing.

Creates structured academic notes (summary/method/results/limitations) for papers in a core set, stored as JSONL for evidence-based writing.

Generates evidence-based novelty matrices comparing submission contributions against related work for academic peer review documentation.

Generates natural, conversational content that avoids AI patterns and corporate jargon.

Creates Windsurf rules in plain markdown format with no frontmatter, 12,000 character limit, and single-file structure requirements.

Provides a plain markdown template for agents.md files without frontmatter, featuring free-form structure and project context guidelines for AI coding assistants.

Provides standardized guidelines for organizing, structuring, and maintaining documentation across user, development, and internal references in the PRPM repository.

Creates project-specific rule files (.md) for coding, testing, and security guidelines using frontmatter-based conditional rules and proper directory structure.

Generates MCP tool documentation by cataloging active servers and available tool functions in a markdown file.

Guides developers on choosing between InfluxData's CLI tools and direct file editing for documentation tasks.

Creates optimized scripts for YouTube video openings (first 5-30 seconds) to boost viewer retention and watch time.

Generates high-CTR YouTube titles that spark curiosity and align with thumbnail visuals for improved viewer engagement.

Automates text linting and error resolution for markdown and text files to maintain consistent writing quality and style.

Creates a structured Product Requirements Document (PRD) outlining feature specifications, goals, and acceptance criteria for development teams.