7. Writing & Documentation

Edits AI-generated text to remove jargon and restore natural, human-sounding language for clearer communication.

Generates viral tweets and threads using web research and algorithm-optimized writing models tailored to your niche.

Optimizes resumes for ATS compatibility and provides tailored content recommendations to improve job application success.

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

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

Generates and maintains technical documentation from code repositories, text files, and media resources, supporting API references and user guides.

Generates structured technical documentation with navigation, code examples, and diagrams based on document structure and user intent.

Provides tools and standards for creating high-quality technical documentation, including API references, user guides, and READMEs, with validation and clarity patterns.

Summarizes coding session history into concise commit messages and branch review documentation, highlighting key changes and fixes.

Provides standardized guidelines for writing clear, consistent code comments, README files, and technical documentation.

Generates a centralized product marketing context document to eliminate repetitive foundational information and serve as a reference for marketing workflows.

Generates SEO-optimized competitor comparison and alternative pages with deep research, modular content architecture, and varied section types beyond feature tables.

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

Provides systematic editing for marketing copy through multiple focused passes, including proofreading, polishing, and enhancing clarity and impact.

Assists in creating, rewriting, and improving marketing copy for web pages, CTAs, and product content.

Audits and rewrites numeric claims in technical documentation to ensure minimal protocol context (task/metric/constraint) and prevent underspecification.

Harmonizes writing style across document sections without altering meaning, citations, or evidence anchoring.

Rewrites subsection openers to eliminate repetitive 'overview' phrasing and artificial cadence, enhancing natural prose flow in technical documentation.

Ensures argument consistency and premise hygiene in drafted sections, preventing 'smooth but hollow' writing before merging.

Rewrites limitation sections in academic papers to avoid count-based phrases while preserving evidence anchoring and citation integrity.

Creates clean, reader-facing survey tables for appendices using only existing evidence and citation keys, avoiding invented facts and internal terminology.

Defines concise, scannable, and actionable communication rules for AI agents based on Matt Pocock's planning principles.

Automates extraction of knowledge from Amp threads to update project documentation, including summarizing changes and syncing AGENTS.md.

Generates LaTeX review articles for arXiv in IEEEtran format with verified BibTeX citations for ML/AI papers.