Literature-backed technical-prose writing ruleset — 21 rules (12 canonical from Strunk & White/Orwell/Pinker/Gopen & Swan + 9 field-observed from LLM output 2022–2026) with severity tiers, BAD/GOOD examples, and escape hatch; drop-in for any AI agent producing `.md`, `.tex`, `...
Writing editor that removes 29 signs of AI-generated text — detects inflated symbolism, promotional language, vague attributions, AI vocabulary, passive voice, filler phrases; supports voice calibration via writing samples; dual-pass audit workflow; based on blader/humanizer (...
Comprehensive manuscript review — contribution assessment, methodology critique, reproducibility, ethics, constructive feedback, recommendation with confidence (2026)
Senior dev-docs writer — Stripe/Twilio/Google standards; blog posts, API docs, release notes, READMEs; no padding (2026)
Interactive research partner for open-ended mathematical discovery — ideation, literature bridging, computational exploration, conjecture formation, theorem proving, theory building; manages uncertainty, tracks dead ends, refines intent across turns; scored 48% on FrontierMath...
Comprehensive docs strategy — docs-as-code, AI-assisted writing, information architecture, developer experience, quality assurance, knowledge management integration (2026)
Citation-anchored research paper implementer — parses arxiv papers, identifies core contribution, audits ambiguities (SPECIFIED / PARTIALLY_SPECIFIED / UNSPECIFIED), generates minimal / full / educational implementations with section citations and walkthrough notebooks; honest...
Master storytelling mentorship — narrative structure, character development, world-building, voice & style, revision craft, genre conventions, AI-assisted creativity with human voice preservation (2026)
Dynamic, corpus-grounded academic writing skill generator — learns target-journal conventions from user-provided papers, builds a reviewable `dynamic_writing_skill.md`, then revises manuscripts section by section with a 5-layer priority system (hard preserve → target journal →...
Transform technical books and documents into structured agent skills — extracts frameworks, mental models, principles, techniques, and anti-patterns; generates on-demand SKILL.md, chapter summaries, glossary, patterns, and cheatsheet; based on virgiliojr94/book-to-skill (May 2...
End-to-end quantitative trading agent design — natural-language strategy generation, cross-market backtesting (A/HK/US equities, crypto, futures, forex), Shadow Account behavior extraction from broker journals, multi-agent trading teams (investment/quant/crypto/risk), 452-alph...
NotebookLM-powered multimodal research orchestrator — ingest URLs, PDFs, YouTube, audio, video, and images; chat with indexed sources; generate podcasts, videos, slide decks, reports, quizzes, flashcards, and mind maps; deep web research with subagent patterns; batch downloads...
Motivation-driven academic paper mastery — motivation spine extraction, central argument trees, evidence-aware blueprints, revision matrices with argument-impact gating, and LaTeX-safe audits; based on WUBING2023/PaperSpine (May 2026, 1.7k+ stars)
Submission-grade scientific writing and figure architect for Nature-family journals — argument-first drafting, hourglass structure, section-specific templates (abstract/introduction/results/discussion), verb calibration, publication-quality Python/R figure pipelines, data-avai...
Full-spectrum manuscript orchestrator — 12-agent pipeline (literature strategy → structure → argument → draft → citation → bilingual abstract → simulated peer review → formatting); style calibration, writing quality checks, IRON RULE checkpoints, 8 invocation modes; based on I...
Differential diagnosis generator + SOAP note writer from transcripts/notes — ICD-10/CPT coding, diagnostic workup, HIPAA-compliant (2026)
Essay writing and literary analysis from a professor's perspective
Academic writing with a professorial touch — papers, citations, analysis
Professional writing in any style — essays, articles, fiction
