lingzhi227/agent-research-skills
31 skills · 42,839 total installs
$npx skills add lingzhi227/agent-research-skillsSkillInstalls
literature-reviewConduct comprehensive literature reviews using multi-perspective dialogue simulation.literature-searchSearch academic literature using Semantic Scholar, arXiv, and OpenAlex APIs.figure-generationGenerate publication-quality scientific figures using matplotlib/seaborn with a three-phase pipeline (query expansion, code generation with execution, VLM…latex-formattingHandle LaTeX formatting, templates, and styling for academic papers.citation-managementManage BibTeX citations for LaTeX papers. Harvest missing citations from a draft using Semantic Scholar, validate cite keys against .bib files, deduplicate…math-reasoningFormal mathematical reasoning for research papers — derive equations, write proofs, formalize problem settings, select statistical tests, and generate LaTeX…data-analysisGenerate statistical analysis code with 4-round review. Select appropriate statistical tests, interpret results, and produce analysis reports with p-values,…deep-researchConduct systematic academic literature reviews in 6 phases, producing structured notes, a curated paper database, and a synthesized final report.idea-generationGenerate novel research ideas with iterative refinement and novelty checking against literature. Score ideas on Interestingness, Feasibility, and Novelty.paper-revisionRevise papers based on reviewer feedback. Map reviewer concerns to specific sections, apply targeted edits, run additional experiments if needed, and verify…experiment-designDesign experiment plans with progressive stages — initial implementation, baseline tuning, creative research, and ablation studies.paper-writing-sectionWrite a specific section of an academic paper (Abstract, Introduction, Background, Related Work, Methods, Experiments, Results, Discussion/Conclusion) with…novelty-assessmentAssess research idea novelty through systematic literature search. Multi-round search-evaluate loops with harsh critic persona.github-researchExplore and analyze GitHub repositories related to a research topic.research-planningDesign research plans and paper architectures. Given a research topic or idea, generate structured plans with methodology outlines, paper structure,…survey-generationGenerate complete academic survey papers using multi-LLM parallel outline generation, RAG-based subsection writing, citation validation, and local coherence…code-debuggingDebug experiment code with structured error analysis. Categorize errors, apply targeted fixes with retry logic, and use reflection to prevent recurring issues.algorithm-designDesign algorithms with LaTeX pseudocode and UML diagrams. Generate algorithmic environments, Mermaid class/sequence diagrams, and ensure consistency between…rebuttal-writingWrite point-by-point rebuttals to reviewer comments. Extract concerns from reviews, generate evidence-based responses, and format as a structured rebuttal…related-work-writingWrite Related Work sections that compare and contrast prior work with your approach. Organize by theme, cite broadly, and explain how your work differs.table-generationGenerate publication-quality LaTeX tables from experimental results.self-reviewAutomatically review an academic paper using the NeurIPS review form with three reviewer personas, ensemble scoring, and reflection refinement.slide-generationConvert a completed paper into presentation slides (Beamer LaTeX) or poster.atomic-decompositionDecompose research ideas into atomic, self-contained concepts with bidirectional math-code mapping.paper-compilationCompile LaTeX papers to PDF with automatic error detection, chktex style checking, and citation/reference validation. Runs the full pdflatex + bibtex pipeline.paper-assemblyOrchestrate the full paper pipeline end-to-end. Manage state propagation between phases (literature → plan → code → experiments → figures → tables → writing →…experiment-codeWrite ML experiment code with iterative improvement. Generate training/evaluation pipelines, debug errors, and optimize results through code reflection.paper-to-codeConvert an ML research paper into a complete, runnable code repository.symbolic-equationDiscover scientific equations from data using LLM-guided evolutionary search (LLM-SR).excalidraw-skillProgrammatic canvas toolkit for creating, editing, and refining Excalidraw diagrams via MCP tools with real-time canvas sync.backward-traceabilityMake every number in the final PDF traceable to the exact code line that produced it.