Academic
Academic writing, research, citations
cross-source-research
by bobmatnyc
Multi-source investigation workflow for researching topics across configured MCP tools (Slack, Confluence, Jira, GitHub, Drive, databases, analytics). Enforces depth over breadth by requiring content to be read, not just referenced.
algorithm-design
by lingzhi227
Design algorithms with LaTeX pseudocode and UML diagrams. Generate algorithmic environments, Mermaid class/sequence diagrams, and ensure consistency between pseudocode and implementation. Use when formalizing methods for a paper.
Case Justification Writer
by nealcaren
Claude Code plugins for quantitative and qualitative sociological research
stock-research
by z1993
自动化股票投资研究工作流 - 使用 NotebookLM Deep Research 搜集财报/研报资料，提取结构化数据,然后由代理执行 6 阶段专业分析（业务/财务/估值/市场观点/驱动因子/投资建议）。Use when researching stocks, analyzing company fundamentals, or evaluating investment opportunities.
note-meta-skill
by z1993
从公域知识萃取方法论并封装为 Skill。通过 NotebookLM Deep Research 搜索优质内容，提炼工作流、原则、模板，自动生成标准化技能。触发词：/note-meta-skill, 从知识创建技能, 知识萃取, 元技能
slack-proactive-intervention-patterns
by krafton-ai
메모리에서 7가지 개입 기회 패턴을 감지하는 지식 베이스. 조사 제안, 스케줄링, 문서화, 초안 작성, 연결 조율, 예측적 제안, 루틴 자동화 패턴의 시그널과 점수 계산 방법.
multi-perspective
by flonat
"Explore a research question from multiple independent perspectives with diverse epistemic priors. Spawns parallel agents with distinct disciplinary lenses, then synthesises findings. Triggers: 'look at this from different angles', 'get diverse perspectives'."
bib-validate
by flonat
"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."
literature
by flonat
"Academic literature discovery, synthesis, and bibliography management. Find papers, verify citations, create .bib files, download PDFs, and synthesize literature narratives. Includes OpenAlex, Scopus, and Web of Science API integration for structured scholarly queries."
project-deck
by flonat
"Create presentation decks to communicate project status. For supervisor meetings, coauthor handoffs, or documenting progress. Triggers: 'make slides about my project', 'supervisor meeting presentation'. Not for academic talks — use /beamer-deck."
init-project
by flonat
"Bootstrap a new research project. Interview for details, scaffold directory structure, create Overleaf symlink, initialise git, and create project context files."
latex
by flonat
"LaTeX document compilation and management. When Claude needs to compile LaTeX documents (.tex files) for papers, presentations, or other academic content. Triggers: 'compile this tex file', 'build my paper'. Prefer /latex-autofix for error-resilient compilation."
backward-traceability
by lingzhi227
Make every number in the final PDF traceable to the exact code line that produced it. Uses \hypertarget/\hyperlink LaTeX commands and \num{formula} evaluated at compile time. Use for reproducibility and data integrity verification.
cs-research-methodology
by sundial-org
Conduct a literature review and develop a CS research proposal. Use when asked to review a research area, find gaps in existing work, and propose a novel research contribution. The output is a research proposal identifying an assumption to challenge (the "bit flip") and how to validate it.
icml-reviewer
by sundial-org
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
ai-co-scientist
by sundial-org
Transform Claude Code into an AI Scientist that orchestrates research workflows using tree-based hypothesis exploration. Triggers on "research project", "scientific experiment", "run experiments", "AI scientist", "tree search experimentation", "systematic study".
proofread
by flonat
"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."
task-management
by flonat
"the user's personal task management system. Use for: daily planning, weekly reviews, meeting action extraction, task creation in Notion, progress tracking, and research pipeline management. Triggers: 'plan my day', 'what should I work on', 'extract actions', 'weekly review', 'what's overdue', 'update my tasks'."
split-pdf
by flonat
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.
beamer-deck
by flonat
"Generate academic Beamer presentations with multi-agent review. Builds original themes, applies rhetoric principles, iterates until zero warnings. Triggers: 'make slides', 'create a presentation', 'build a talk'. For web-shareable HTML slides, use /quarto-deck instead."
devils-advocate
by flonat
"Challenge research assumptions and identify weaknesses in arguments. Stress-test papers before submission or revision. Triggers: 'find holes in my argument', 'what would a reviewer say'. Not for proofreading — use /proofread. Not for full peer review — use referee2-reviewer agent."
validate-bib
by flonat
"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."
latex-autofix
by flonat
"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."
experiment-design
by lingzhi227
Design experiment plans with progressive stages — initial implementation, baseline tuning, creative research, and ablation studies. Plan baselines, datasets, hyperparameter sweeps, and evaluation metrics. Use when planning experiments for a research paper.