7. Writing & Documentation

Ensures comprehensive JSDoc, docstrings, and inline comments for automated code documentation generation.

Guides structuring and writing PhD-level grant proposals for funding bodies like NSF and NIH, emphasizing narrative, significance, and feasibility.

Automates API documentation synchronization with code changes, ensuring Swagger/OpenAPI compliance and triggering audits for discrepancies.

Generates properly formatted bibliographies and citations according to various academic styles for research papers and documents.

Transforms Claude responses into Gen Alpha internet slang using a comprehensive glossary and style patterns for authentic online communication.

Automates SvelteKit blog post creation with markdown formatting, header images, and structured frontmatter organization.

Personalized academic writing assistant for university assignments in Chinese and English, producing natural prose for reports, technical analyses, and research reviews without AI markers.

Refines technical Markdown notes by correcting errors, modernizing style, and updating outdated references while preserving original intent.

Provides architectural rules, directory standards, and best practices for designing, documenting, and structuring AI agent skills for Gemini, Claude, and Codex.

Guide for creating and updating Codex skills to extend capabilities with specialized knowledge, workflows, and tool integrations.

Converts technical documentation into structured Agent Skills using progressive disclosure for efficient AI agent consumption.

Guide for creating and updating Agent Skills in Claude Code to extend capabilities with specialized knowledge and tool integrations.

Generates a complete job application package including CV, cover letter, and tracking files from a job description and candidate profile.

Ensures academic manuscripts meet peer-reviewed standards with proper citations, style compliance, clarity, and scientific writing best practices.

Step-by-step guide for creating and updating Claude skills with best practices for specialized knowledge and workflow integration.

Generates clean, lint-free markdown for documentation, READMEs, and code example files to ensure IDE and linter compatibility.

Enables efficient navigation and organization of codebase documentation, replacing grep/glob for quick retrieval of architectural decisions and technical specs.

Automates updating README.md documentation tables by parsing package.json and JSDoc for accurate package and namespace listings.

Synthesizes knowledge from multiple sources into structured Zettelkasten notes for Logseq, enabling interconnected knowledge management through wiki-style pages and links.

Generates formal, structured peer reviews for research papers in top-tier systems conferences, including scores, strengths, weaknesses, and detailed feedback.

Systematically identifies and corrects typos, grammar errors, and awkward expressions in research papers for computer science academic writing.

Assists academic authors in selecting appropriate technical terminology for top-tier computer science conference papers.

Validates academic terminology for correctness and appropriateness in computer science research papers targeting top-tier conferences.

Polishes academic research papers for grammar, clarity, and natural phrasing, specifically for non-native English speakers targeting top computer science conferences.