“Document processing”

Audits brand/ files for completeness, consistency, and freshness.

Processing, transforming, or moving datasets that may exceed RAM on a single low-compute box — covers memory discipline (streaming, generators, dtype…

Monitoring and diagnostics best practices for Azure DocumentDB — enabling diagnostic settings and slow-query logs, analyzing them in Log Analytics, and…

Follow this workflow when a customer requests a refund.

Document and content management operations

Generates or fills gaps in project documentation (README, AGENTS.md, /docs, inline comments).

Edit and improve documents by restructuring sections, improving clarity, and tightening prose.

The PLUR1BUS document design system (D100) — typography, colour tokens with WCAG AA contrast, page layout, and the nine templates (report, essay, white paper…

Manage data subject access request (DSAR) intake, scoping, search tracking, review, redaction planning, response drafting, and case closure.

Process a packet of documents or files for {data-repo}: copy sources into work-artifacts, convert heavy formats to markdown/text, write an overall summary…

创建、修改和审阅 Word 文档，保留文档结构、格式与修订语义，交付实际可打开的文件。

当遇到需要解析本地音频文件（如 .mp3、.wav），获取全网任何平台视频的语音/台词/字幕内容，或需要从语音对话、录音备忘录中提取关键信息时使用。严禁大模型主观猜测多模态文件的内容。

Manage company & personal documents — rekvizity, passport, INN, bank details, scans.

Count words, translate a web page you own, or make a calendar.ics or CSV file.

Draft graph-backed documentation from Ontoly summaries and traces.

Turns Letterly magic rewrites fetched through the Letterly MCP into Obsidian markdown notes in unprocessed/, with Letterly tags and IDs in the frontmatter.

Write a durable spike page when the user asks.

Backend development rules for FlowBit V2 customer apps.

Write or publish factual task completion documentation from the contract, diff, evidence, and deployment state.

Use when the user wants the requirements, spec or intended behavior of code that already exists ("what is this supposed to do", "write up the requirements for…

Update or create DDD documentation based on the current state of the codebase.

Write and maintain technical documentation.

Use when creating or restructuring tutorials, how-to guides, reference documentation, or conceptual explanations.

Write, organize, and sync high-integrity technical documents using the BMAD methodology.