7. Writing & Documentation

Refines LaTeX document prose for improved readability by varying sentence/paragraph structures, removing filler while preserving citations and meaning.

Generates runbooks, playbooks, and technical documentation to formalize repeatable engineering processes and procedures for teams.

Edits text to remove AI-generated patterns, making content sound natural and human-written. Based on Wikipedia's guide to AI writing signs.

Step-by-step guide for creating and updating skills to extend agent capabilities with specialized knowledge, workflows, and tool integrations.

Provides development principles, guidelines, and VibeCoder guidance for safe coding and diff-aware editing practices.

Generates technical documentation files including NotebookLM YAML and slide content upon request.

Generates essential project workflow documentation including CLAUDE.md, AGENTS.md, and Plans.md for new project initialization.

Generates and maintains minimal agent documentation (AGENTS.md, CLAUDE.md) by guiding local skill discovery and enforcing concise style.

Guides users through structured co-authoring workflows for technical documentation, enabling efficient context transfer, iterative refinement, and reader verification.

Generates user-facing copy adhering to Sentry's brand guidelines, including Plain Speech and Sentry Voice tones for UI, documentation, and marketing content.

Creates and structures agent skill documentation for SKILL.md files in OpenCode and Claude environments.

Generates clear, buildable specifications for features and projects to align stakeholders and guide development.

Generates API docs (OpenAPI), code documentation (TypeDoc), and developer sites (Docusaurus) for technical products.

Updates technical specifications to reflect new requirements, constraints, or design changes discovered during implementation.

Creates clear and engaging technical content including documentation, tutorials, and blog posts based on real-world experience.

Creates clear, actionable bug reports that accelerate resolution and standardize team communication.

Provides guidelines for creating and managing implementation plans with proper citations for technical documentation.

Generates hierarchical AGENTS.md documentation for codebases to support AI agent development and context setup for AI coding assistants.

Generates clear, well-structured markdown documents for algorithms, system design, and technical guides including READMEs and code documentation.

Checks .meta.yml and .dvc files for spelling errors using codespell to maintain metadata documentation quality.

Analyzes text to deliver word count, character count, and sentence statistics for writing and documentation purposes.

Condenses responses by removing bloat, filler, and unnecessary elements to deliver direct, efficient communication.

Transforms project briefs into detailed, testable specifications using spec-driven development methodology.

Extracts writing style patterns from exemplar text to create consistent style profiles for documentation and content creation.