Knowledge engineer — architecture docs, ADRs, diagrams, changelogs, onboarding, and reports.
Optimizes academic manuscripts for publication in 《审计与经济研究》 by aligning them with CSSCI standards and specific journal requirements.
Simulates a multi-perspective debate between Friedrich Hayek and Ludwig von Mises to analyze economic problems and business decisions.
Search autocomplete and type-ahead suggestion optimization for knowledge bases
You are a documentation expert specializing in creating comprehensive, maintainable documentation from code.
Audit and rewrite prose so it stops reading as machine-generated.
Audit and rewrite content to remove 21 categories of AI writing patterns with a 43-entry replacement table
Translate Beamer LaTeX to Quarto RevealJS.
Automate Blackboard tasks via Rube MCP (Composio).
Generate audio narration of blog posts using Google Gemini TTS.
Write a blog post or article — research the keyword, draft the post, and produce publish-ready content with SEO optimization.
Use when targeting Blood (ASH) or deciding whether a hematology manuscript fits this venue.
Generate and validate repo docs, READMEs, and OSS doc packs.
Story brainstorming capture — minimal notes that preserve creative freedom.
Automate Brilliant Directories tasks via Rube MCP (Composio).
Generate progressive disclosure indexes for GitHub repositories to use as Claude project knowledge.
Generate architecture documentation using C4 model Mermaid diagrams.
Automate Canvas tasks via Rube MCP (Composio).
Create a case study presentation (PPTX).
Automate Castingwords tasks via Rube MCP (Composio).
Specification generator - 7 phase document chain producing product brief, PRD, architecture, epics, and issues.