Writing

Newsletter Generation researches and writes professional newsletters, digests, and roundups from multiple sources. Use it when you need a ready-to-publish Markdown briefing with summaries, commentary, and links.

Research Paper Writing Pipeline guides ML/AI paper work from experiment design through analysis, drafting, review, and submission. Use it when preparing a venue submission or iterating on results and revisions.

Shipany helps with documentation for the Shipany SaaS boilerplate. Use it when working with Shipany, Next.js 15, TypeScript, Drizzle ORM, NextAuth, payments, or SaaS app setup.

Style Guide checks Korean documents for consistent tone, terminology, numbers, lists, quotes, dates, and links. Use it when reviewing mixed-author docs, standardizing project wording, or preparing official content.

Systematic Literature Review searches arXiv papers on a topic, extracts structured metadata, and synthesizes themes, convergences, disagreements, and gaps. Use it for literature surveys, annotated bibliographies, and topic overviews across multiple papers.

Changelog Patterns analyzes ADVPL/TLPP diffs or changed-file lists to generate structured changelogs and delivery notes. It classifies changes, estimates business impact, and detects affected database tables for TOTVS Protheus work.

Code Explanation helps explain existing ADVPL/TLPP routines in plain language for junior developers, senior developers, or functional consultants. Use it to understand legacy code, assess a customization, or fill gaps in documentation.

Documentation Patterns generates Protheus-standard documentation for ADVPL/TLPP code, including Protheus.doc headers, full routine specs, and REST API endpoint docs. Use it when documenting legacy routines, modules, or APIs in TOTVS Protheus.

Ops Humanizer rewrites machine-like drafts so they read as if a person wrote them, without changing the facts. Use it for pasted text or files that need a more natural voice.

Produces structured, peer-review-quality analyses of academic papers, covering methodology assessment, strengths, weaknesses, and actionable recommendations.

Generate comprehensive documentation for software projects, including READMEs, API references, architecture diagrams, and developer guides. Use when documenting codebases, improving existing docs, or creating changelogs.

Learning Harvest manages operational learnings across sessions by loading prior patterns, capturing new ones, and keeping the document concise. Use it when a workflow session ends, when starting work that should benefit from past insights, or when harvesting repeated patterns.