Writing

Use when revising an IPSN paper to ensure it leads with a sensing problem, includes real-hardware evidence, energy/latency/accuracy budgets, honest deployment reporting, double-blind wording, and disciplined use of the ACM two-column page budget.

Optimizes Chinese resumes against a target job description by mapping evidence, diagnosing gaps, and generating ATS-friendly, HR-readable, interview-ready tailored resumes and job application materials.

Prepares exam-focused notes, questions, and explanations by cleaning and converting study materials into Markdown, prioritizing real exam patterns and scoring strategies.

A structured co-writing system for long-form novels that ensures cross-chapter consistency, foreshadowing, pacing, and style stability through command-driven APIs.

Write and refine Japanese business documents for readability and naturalness, with built-in detection and removal of AI-generated tone. Covers minutes, reports, guides, memos, slides, and more.

Extract and analyze Douyin video content—subtitles, comments, accounts, hashtags—into evidence-graded notes, summaries, and research briefs.

A relentless interview process to sharpen a plan or design, producing Architecture Decision Records and a glossary as shared understanding is reached.

Synthesizes a software specification from the ongoing conversation and saves it as a structured plan document. Useful for capturing requirements and decisions without interrupting the workflow.

Actively build and sharpen a project's domain model by challenging terms, capturing a precise glossary, and recording architectural decisions when they meet strict criteria.

Removes signs of AI generation from English text by addressing typographic, lexical, and structural patterns. Applies to both existing text and new writing to make it sound human.

Polishes Chinese academic papers to remove AI writing patterns and make them more natural. Use when users want to reduce AIGC detection rates or improve the human touch in their academic text.

Audit and clean Markdown documentation for context rot. Use when docs may contain completed-work logs, executed plans, stale claims, contradictions, dead paths, or drifted authorities, especially in agent-required reading.