Zai Web Search
Search the live web via z.ai web_search_prime (GLM Coding Plan MCP server). Use when the user wants current information, recent trends, news, blog posts, docs, or any web resource that academic-database search (reference-search) does not cover. Triggers on web search, 웹 검색, search the web, 최근 동향, 최신 트렌드, latest trends, find online, 인터넷에서 찾아, what's new, current state of X, search z.ai, GLM web se…
Workshop Paper Review
Produce OpenReview-ready peer reviews for ICML/NeurIPS/ICLR workshop papers (4-8 page submissions). Covers PDF intake, evidence-grounded review drafting, anti-anchoring scoring calibration, parallel fact-check verification against the source PDF, AI-writing-pattern removal, and bilingual (Korean draft → English submission) workflow. Produces a tight ~400-word review with Title, Rating, Confidence…
Dropbox Skill
Upload files to Dropbox, download from Dropbox, and create or reuse shared links. Use when the user mentions Dropbox, asks to upload/download/share a file via Dropbox, or wants a shareable link for a file already in Dropbox.
Overleaf Section Workflow
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Overleap
Bidirectional real-time sync between an Overleaf project and a local directory using the `overleap` Node.js CLI. Use when the user mentions Overleaf, overleap, "sync my Overleaf project", "edit Overleaf locally", "pull / push Overleaf", "compile Overleaf to PDF from CLI", or asks Claude to edit `.tex` files that should reflect on Overleaf in real time. Also use when the user wants to set up or re…
Academic Slides
Build a clean, modern academic presentation deck (Slidev) for any research project. Scaffolds a deck folder from a proven design system, drives a scienceplots figure pipeline, and bakes in the battle-tested layout / mdc-math / footer rules so the recurring rendering bugs never come back. Use when the user wants slides / a talk / a presentation deck for a paper, result, or project.
Morgen
Manage calendars, events, tasks, and tags through the Morgen API (docs.morgen.so). Use when the user mentions Morgen, asks to list/create/update/delete calendar events or tasks across Google Calendar, Microsoft 365, iCloud, Fastmail, or CalDAV accounts connected through Morgen, or wants to query connected integrations and tags. Credentials live at `~/.config/morgen-skill/credentials.json`.
Commit Triage
Classify uncommitted changes into commit-ready, failure-archive, and ambiguous buckets, then produce clean grouped commits with no co-author attribution. Use when the user asks to commit, tidy up `git status`, prepare a PR, archive failed experiments to a `failure/` folder, separate research artifacts from code before a commit, or clean up a noisy working tree at the end of a session.
Proton Mail
Read and search Proton Mail through the local Proton Bridge (IMAP over STARTTLS on 127.0.0.1). Use when the user mentions Proton Mail, proton-bridge, asks to check/list/search their Proton inbox, read a specific Proton email, or list unread mail. Read-only: it does not send, delete, or move mail. Credentials live at `~/.proton-imap`.
Scienceplot Py
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Research Backup
Back up untracked research report directories (outputs/, results/, report(s)/) from local projects into the locally synced Dropbox folder, organized by category/project. Discovers candidate directories that git does not track, keeps a registry under ~/.config/research-backup/, and mirrors additively with rsync (deletions are never propagated). Use when the user asks to back up research outputs or…
Journal Club Review
Produce a journal-club-style paper presentation (9 sections: TL;DR, Problem, Key Idea, How It Works, Key Results, Why It Matters, Strengths/Limitations/Open Questions, Discussion Questions, Takeaways) from an arXiv ID/URL, a PDF, raw text/markdown, or a local LaTeX source (.tex / project dir). Helps a reading group UNDERSTAND and DISCUSS the paper — not score or accept/reject it. Grounds every cl…
Research Log
Maintain a research log that acts as an advisor, not just a diary. Registers projects; records decisions with generalizable lesson extraction; saves session state; recalls cross-project lessons and prior solutions when stuck; checks proposed approaches against promoted anti-pattern rules; runs weekly review with lesson promotion and dashboard refresh. Use when the user asks to initialize a resear…
Paperbanana
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Bibtex Gen
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Md2pdf Typora
Convert Markdown to PDF using Typora's Whitey theme via pandoc + Chrome headless, replicating Typora's PDF export appearance
Research Portal
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Xkcd Py
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Concept Explainer
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Research Report
Create or revise a structured markdown research or experiment report with integrated plots, optional literature/reference support, plot manifest tracking, report version history, and report-body validation inside a single Harness without external Codex or Gemini calls. Use when you need to generate `report.md`, inventory or validate plots, create `plots/plot_manifest.json`, manage `report_version…
Hep Rumor Mill
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Wide Slide Illustrator
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Reference Search
Search and curate academic references for a topic, claim, section, baseline, method, evaluation need, or report section using domain-aware routing across InspireHEP, OpenAlex, and Semantic Scholar, with markdown-ready summaries and optional save paths. Use when the user asks for papers, references, citations, related work, supporting literature, survey papers, background sources, baseline citatio…
Dropbox
Upload files to Dropbox, download from Dropbox, and create or reuse shared links. Use when the user mentions Dropbox, asks to upload/download/share a file via Dropbox, or wants a shareable link for a file already in Dropbox. Use `~/.config/dropbox-skill/credentials.json` as the only supported credentials path.
Adversarial Review
Run an adversarial peer-review swarm on a paper draft, report, or manuscript by spawning parallel persona subagents (hostile theorist, experimentalist, statistician, journal editor, citation auditor, figure critic) and synthesizing their critiques into a ranked fix list with suggested defense experiments. Use when the user asks for a paper review, referee simulation, desk-reject check, pre-submis…
Academic Jobs
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Vastai
Manage Vast.ai GPU cloud instances via the vastai CLI. Use this skill whenever the user mentions Vast.ai, GPU rentals, cloud GPU instances, searching for GPU offers, creating/destroying instances, vast.ai billing, or any task involving the vastai command-line tool. Also trigger when the user wants to rent GPUs, find cheap GPUs, deploy Docker containers on remote GPUs, manage remote training infra…