Academic
Academic writing, research, citations
paper-polish
by EYH0602
This skills helps agents to review and polish research papers written in LaTeX, focusing on writing clarity, grammar, LaTeX best practices, and document structure.
single-paper-review
by mseok
Create a detailed single-paper summary note in Markdown (Obsidian-friendly). Use when asked for "paper review" meaning "논문 정리/요약", single-paper deep summary, or when the user wants method and results written with metric definitions (math + interpretation) and reusable figures/tables embedded from Attachments/.
literature
by mseok
"Academic literature discovery, synthesis, and bibliography management. Find papers, verify citations, create .bib files, download PDFs, and synthesize literature narratives. Includes OpenAlex API integration for structured scholarly queries."
implementation-planning
by bnadlerjr
Creates detailed implementation plans through interactive research and iteration. Use when in plan mode, planning features, designing implementations, breaking down tasks into phases, or when the user asks "how should I implement X", "plan this feature", or wants a technical specification.
latex
by mseok
"LaTeX document compilation and management. When Codex needs to compile LaTeX documents (.tex files) for papers, presentations, or other academic content."
scientific-writing
by mseok
Core skill for the deep research and writing tool. Write scientific manuscripts in full paragraphs (never bullet points). Use two-stage process with (1) section outlines with key points using research-lookup then (2) convert to flowing prose. IMRAD structure, citations (APA/AMA/Vancouver), figures/tables, reporting guidelines (CONSORT/STROBE/PRISMA), for research papers and journal submissions.
split-pdf
by mseok
Download, split, and deeply read academic PDFs. Use when asked to read, review, or summarize an academic paper. Splits PDFs into 4-page chunks, reads them in small batches, and produces structured reading notes — avoiding context window crashes and shallow comprehension.
strategist
by dangeles
Use when research direction needs assessment, critical knowledge gaps must be identified, or priorities must be recommended based on impact, dependencies, and effort (especially at project milestones or when scope questions arise)
validate-bib
by mseok
"Cross-reference \cite{} keys against .bib files or embedded \bibitem entries. Finds missing, unused, and typo'd citation keys. Deep verification mode spawns parallel agents for DOI/metadata validation at scale. Read-only in standard mode."
research-ideation
by mseok
"Generate structured research questions, testable hypotheses, and empirical strategies from a topic or dataset. Produces 3–5 ranked questions with identification strategies."
literature-researcher
by dangeles
Specialized literature review skill with review discovery, deep targeted research (15-30 papers per section), recency surveys, and convergence tracking for comprehensive literature reviews
latex-autofix
by mseok
"LaTeX compilation with autonomous error resolution. Build artifacts go to out/, PDF is copied back to source directory. Parses logs, auto-fixes known errors (missing packages, font conflicts, citation issues, bad paths, stale cache), and runs citation audit on success."
essay-fact-checker
by dangeles
Use when factual claims in a science blog essay need verification with source URLs, or when proactive research enrichment would strengthen an argument.
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."
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
devils-advocate
by mseok
"Challenge research assumptions and identify weaknesses in arguments. Stress-test papers before submission or revision."
principal-investigator
by dangeles
Direct research projects by gathering team feedback and delegating implementation tasks. Writes publication-quality scientific text and coordinates bioinformaticians, software developers, and biologist commentators via technical-pm.
Camp Planner Setup
by reggiechan74
This skill should be used when the user asks to "set up camp planner", "initialize camp planning", "create family profile", "configure camp planner", "start camp planning", "set up kids camp", or mentions needing to configure their family details, children info, school board, or budget for camp planning. Provides guided setup workflow for the kids-camp-planner plugin.
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."
genealogical-documentation
by qodex-ai
Plan and document family history research systematically. Structures genealogical research with proper citations, evidence analysis, and organized family records.
meeting-record-system
by qodex-ai
Record and manage meeting notes with intelligence. Organizes meeting documentation with action items, decisions, and follow-ups.
chat-with-arxiv
by qodex-ai
Build interactive chat agents for exploring and discussing academic research papers from ArXiv. Covers paper retrieval, content processing, question-answering, and research synthesis. Use when building research assistants, paper summarization tools, academic knowledge bases, or scientific literature chatbots.