“document processing”

Structured digest of the user's uploaded documents

Read and summarize the current state of the documentation hub (cline-docs/).

Record architectural and product/technical decisions before non-trivial implementation, and retrieve the rationale for prior decisions.

Document brownfield projects for AI context.

Capture knowledge into the Knowledge/ folder as structured, source-grounded notes — topic notes distilling the essentials of a subject, and pipeline notes…

Produce a formal .docx with the docx library — named styles, heading hierarchy, page furniture — verified by reading it back

Write or update READMEs, API docs, docstrings, ADRs and changelogs.

Process and extract content from PDF files

Updates technical docs for verified behavior, public contracts, commands, configuration, and operations.

Write READMEs, API docs, inline comments, and architecture documentation.

Extracts key information from documents (PDFs, images, text files) in a folder and creates structured markdown summaries with the same filename but .md…

Write or revise durable documentation, tutorials, how-to guides, references, explanations, ADRs, and migration guides from rich implementation context.

Create and update technical documentation from repository evidence and approved product behavior.

Write and review code documentation that stays at the architecture/concept level.

Preprocessing and cleaning techniques for astronomical light curves.

OCR and structure every input document into page markdown.

Dispatched for creating and manipulating documents — Word (.docx), Excel (.xlsx), PowerPoint (.pptx), PDF, and Markdown conversion.

Write or improve READMEs, how-to guides, API docs and runbooks.

Guide the user through a structured elicitation process to discover, articulate, and document their personal design taste, producing a reusable "taste doc"…

Generate structured code documentation for files, services, or modules.

Sets up and writes technical documentation using Astro Starlight.

Use when setup, APIs, config, or contributor workflow changed and docs must match.

Document Max for Live learnings in the canonical Max4Live-MCP knowledge repository.

Use MarkItDown to convert various files to Markdown.