mseok
@mseok
Public Skills
quarto-deck
by mseok
"Generate Reveal.js HTML presentations from Markdown. Applies rhetoric principles (assertion titles, one idea per slide, narrative arc). Best for teaching, informal talks, and web-shareable decks."
humanizer
by mseok
Remove signs of AI-generated writing from text. Use when editing or reviewing text to make it sound more natural and human-written. Based on Wikipedia's comprehensive "Signs of AI writing" guide. Detects and fixes patterns including: inflated symbolism, promotional language, superficial -ing analyses, vague attributions, em dash overuse, rule of three, AI vocabulary words, negative parallelisms, and excessive conjunctive phrases.
project-deck
by mseok
"Create presentation decks to communicate project status. For supervisor meetings, coauthor handoffs, or documenting progress."
retarget-journal
by mseok
"Retarget a paper to a different journal. Renames folders, swaps bib files, updates citation keys, reformats to target requirements, and compiles to verify."
update-project-doc
by mseok
"Update a project's own documentation (AGENTS.md, README.md, docs/*.md) to reflect its current state. Detects stale file trees, timestamps, counts, and next steps."
icml-reviewer
by mseok
Paper reviewer that evaluates machine learning research projects following official ICML reviewer guidelines. Provides comprehensive reviews with actionable feedback across all key dimensions: claims/evidence, relation to prior work, originality, significance, clarity, and reproducibility. Also provides formative feedback on incomplete drafts, proposals, and research code repositories. MANDATORY TRIGGERS: review paper, ICML review, paper review, evaluate paper, research paper feedback, ML paper review, conference review, academic review, paper critique, NeurIPS review, ICLR review, project proposal, research proposal, paper draft, early feedback, incomplete paper, work in progress, WIP review, review repo, review codebase, research project review
save-context
by mseok
"Save information from conversations to the user's task management context library. Use when the user says: 'save this to my context', 'remember this', 'add to my profile', 'update my current focus', 'add this person to my contacts', 'save this project info', or any variation of wanting to persist information for future AI sessions."
devils-advocate
by mseok
"Challenge research assumptions and identify weaknesses in arguments. Stress-test papers before submission or revision."
session-log
by mseok
"Create timestamped progress logs for research sessions. Detects multi-project sessions and creates separate logs per project. Enables continuity between Codex sessions."
proofread
by mseok
"Academic proofreading for LaTeX papers. Grammar, notation consistency, citation format, tone, LaTeX issues, citation voice balance, and TikZ diagram review. Report-only — never edits source files."
modular-python-deep-learning
by mseok
Write and refactor modular, readable Python code for deep learning research (PyTorch/JAX), following Python philosophy (PEP 8/20) and Karpathy-style coding guidelines (think before coding, simplicity first, surgical changes, goal-driven execution). Use for structuring training/eval code, splitting monolithic scripts into modules, designing clean APIs/configs, improving maintainability, and making experiments reproducible and HPC-friendly.
make-obsidian-base
by mseok
Create a new Obsidian category note and matching base file in one step for vaults that use Categories/.md plus Templates/Bases/.base. Use when the user asks to add a new category/base pair, wants a one-command setup like /make-obsidian-base [category-name], or wants consistent category scaffolding.
atlas
by mseok
"macOS-only AppleScript control for the ChatGPT Atlas desktop app. Use only when the user explicitly asks to control Atlas tabs/bookmarks/history on macOS and the \"ChatGPT Atlas\" app is installed; do not trigger for general browser tasks or non-macOS environments."