lingzhi227/agent-research-skills
- skills.sh installs
- 60K
- skills
- 31
Install
$ npx -y skills add lingzhi227/agent-research-skills --agent claude-codeInstalls into .claude/skills of the current project.
Skills
1
literature-reviewlingzhi227/agent-research-skillsConduct comprehensive literature reviews using multi-perspective dialogue simulation. Generate diverse expert personas, conduct grounded Q&A conversations, and 4.1Kskills.sh installs
literature-reviewlingzhi227/agent-research-skillsConduct comprehensive literature reviews using multi-perspective dialogue simulation. Generate diverse expert personas, conduct grounded Q&A conversations, and 4.1Kskills.sh installs2literature-searchlingzhi227/agent-research-skillsSearch academic literature using Semantic Scholar, arXiv, and OpenAlex APIs. Returns structured JSONL with title, authors, year, venue, abstract, citations, and2.7Kskills.sh installs
literature-searchlingzhi227/agent-research-skillsSearch academic literature using Semantic Scholar, arXiv, and OpenAlex APIs. Returns structured JSONL with title, authors, year, venue, abstract, citations, and2.7Kskills.sh installs3figure-generationlingzhi227/agent-research-skillsGenerate publication-quality scientific figures using matplotlib/seaborn with a three-phase pipeline (query expansion, code generation with execution, VLM visua2.3Kskills.sh installs
figure-generationlingzhi227/agent-research-skillsGenerate publication-quality scientific figures using matplotlib/seaborn with a three-phase pipeline (query expansion, code generation with execution, VLM visua2.3Kskills.sh installs4latex-formattinglingzhi227/agent-research-skillsHandle LaTeX formatting, templates, and styling for academic papers. Set up conference templates (ICML, ICLR, NeurIPS, AAAI, ACL), fix formatting issues, manage2.3Kskills.sh installs
latex-formattinglingzhi227/agent-research-skillsHandle LaTeX formatting, templates, and styling for academic papers. Set up conference templates (ICML, ICLR, NeurIPS, AAAI, ACL), fix formatting issues, manage2.3Kskills.sh installs5backward-traceabilitylingzhi227/agent-research-skillsMake every number in the final PDF traceable to the exact code line that produced it. Uses \hypertarget/\hyperlink LaTeX commands and \num{formula} evaluated at2.3Kskills.sh installs
backward-traceabilitylingzhi227/agent-research-skillsMake every number in the final PDF traceable to the exact code line that produced it. Uses \hypertarget/\hyperlink LaTeX commands and \num{formula} evaluated at2.3Kskills.sh installs6math-reasoninglingzhi227/agent-research-skillsFormal mathematical reasoning for research papers — derive equations, write proofs, formalize problem settings, select statistical tests, and generate LaTeX mat2.2Kskills.sh installs
math-reasoninglingzhi227/agent-research-skillsFormal mathematical reasoning for research papers — derive equations, write proofs, formalize problem settings, select statistical tests, and generate LaTeX mat2.2Kskills.sh installs7citation-managementlingzhi227/agent-research-skillsManage BibTeX citations for LaTeX papers. Harvest missing citations from a draft using Semantic Scholar, validate cite keys against .bib files, deduplicate entr2.2Kskills.sh installs
citation-managementlingzhi227/agent-research-skillsManage BibTeX citations for LaTeX papers. Harvest missing citations from a draft using Semantic Scholar, validate cite keys against .bib files, deduplicate entr2.2Kskills.sh installs8data-analysislingzhi227/agent-research-skillsGenerate statistical analysis code with 4-round review. Select appropriate statistical tests, interpret results, and produce analysis reports with p-values, eff2Kskills.sh installs
data-analysislingzhi227/agent-research-skillsGenerate statistical analysis code with 4-round review. Select appropriate statistical tests, interpret results, and produce analysis reports with p-values, eff2Kskills.sh installs9deep-researchlingzhi227/agent-research-skillsConduct systematic academic literature reviews in 6 phases, producing structured notes, a curated paper database, and a synthesized final report. Output is orga2Kskills.sh installs
deep-researchlingzhi227/agent-research-skillsConduct systematic academic literature reviews in 6 phases, producing structured notes, a curated paper database, and a synthesized final report. Output is orga2Kskills.sh installs10idea-generationlingzhi227/agent-research-skillsGenerate novel research ideas with iterative refinement and novelty checking against literature. Score ideas on Interestingness, Feasibility, and Novelty. Use w1.9Kskills.sh installs
idea-generationlingzhi227/agent-research-skillsGenerate novel research ideas with iterative refinement and novelty checking against literature. Score ideas on Interestingness, Feasibility, and Novelty. Use w1.9Kskills.sh installs11novelty-assessmentlingzhi227/agent-research-skillsAssess research idea novelty through systematic literature search. Multi-round search-evaluate loops with harsh critic persona. Binary novel/not-novel decision 1.9Kskills.sh installs
novelty-assessmentlingzhi227/agent-research-skillsAssess research idea novelty through systematic literature search. Multi-round search-evaluate loops with harsh critic persona. Binary novel/not-novel decision 1.9Kskills.sh installs12paper-writing-sectionlingzhi227/agent-research-skillsWrite a specific section of an academic paper (Abstract, Introduction, Background, Related Work, Methods, Experiments, Results, Discussion/Conclusion) with sect1.8Kskills.sh installs
paper-writing-sectionlingzhi227/agent-research-skillsWrite a specific section of an academic paper (Abstract, Introduction, Background, Related Work, Methods, Experiments, Results, Discussion/Conclusion) with sect1.8Kskills.sh installs13paper-revisionlingzhi227/agent-research-skillsRevise papers based on reviewer feedback. Map reviewer concerns to specific sections, apply targeted edits, run additional experiments if needed, and verify imp1.8Kskills.sh installs
paper-revisionlingzhi227/agent-research-skillsRevise papers based on reviewer feedback. Map reviewer concerns to specific sections, apply targeted edits, run additional experiments if needed, and verify imp1.8Kskills.sh installs14experiment-designlingzhi227/agent-research-skillsDesign experiment plans with progressive stages — initial implementation, baseline tuning, creative research, and ablation studies. Plan baselines, datasets, hy1.8Kskills.sh installs
experiment-designlingzhi227/agent-research-skillsDesign experiment plans with progressive stages — initial implementation, baseline tuning, creative research, and ablation studies. Plan baselines, datasets, hy1.8Kskills.sh installs15github-researchlingzhi227/agent-research-skillsExplore and analyze GitHub repositories related to a research topic. Reads deep-research output, discovers repos from multiple sources, deeply analyzes code, an1.8Kskills.sh installs
github-researchlingzhi227/agent-research-skillsExplore and analyze GitHub repositories related to a research topic. Reads deep-research output, discovers repos from multiple sources, deeply analyzes code, an1.8Kskills.sh installs16research-planninglingzhi227/agent-research-skillsDesign research plans and paper architectures. Given a research topic or idea, generate structured plans with methodology outlines, paper structure, dependency-1.8Kskills.sh installs
research-planninglingzhi227/agent-research-skillsDesign research plans and paper architectures. Given a research topic or idea, generate structured plans with methodology outlines, paper structure, dependency-1.8Kskills.sh installs17survey-generationlingzhi227/agent-research-skillsGenerate complete academic survey papers using multi-LLM parallel outline generation, RAG-based subsection writing, citation validation, and local coherence enh1.8Kskills.sh installs
survey-generationlingzhi227/agent-research-skillsGenerate complete academic survey papers using multi-LLM parallel outline generation, RAG-based subsection writing, citation validation, and local coherence enh1.8Kskills.sh installs18algorithm-designlingzhi227/agent-research-skillsDesign algorithms with LaTeX pseudocode and UML diagrams. Generate algorithmic environments, Mermaid class/sequence diagrams, and ensure consistency between pse1.7Kskills.sh installs
algorithm-designlingzhi227/agent-research-skillsDesign algorithms with LaTeX pseudocode and UML diagrams. Generate algorithmic environments, Mermaid class/sequence diagrams, and ensure consistency between pse1.7Kskills.sh installs19rebuttal-writinglingzhi227/agent-research-skillsWrite point-by-point rebuttals to reviewer comments. Extract concerns from reviews, generate evidence-based responses, and format as a structured rebuttal docum1.7Kskills.sh installs
rebuttal-writinglingzhi227/agent-research-skillsWrite point-by-point rebuttals to reviewer comments. Extract concerns from reviews, generate evidence-based responses, and format as a structured rebuttal docum1.7Kskills.sh installs20code-debugginglingzhi227/agent-research-skillsDebug experiment code with structured error analysis. Categorize errors, apply targeted fixes with retry logic, and use reflection to prevent recurring issues. 1.7Kskills.sh installs
code-debugginglingzhi227/agent-research-skillsDebug experiment code with structured error analysis. Categorize errors, apply targeted fixes with retry logic, and use reflection to prevent recurring issues. 1.7Kskills.sh installs21related-work-writinglingzhi227/agent-research-skillsWrite Related Work sections that compare and contrast prior work with your approach. Organize by theme, cite broadly, and explain how your work differs. Use whe1.7Kskills.sh installs
related-work-writinglingzhi227/agent-research-skillsWrite Related Work sections that compare and contrast prior work with your approach. Organize by theme, cite broadly, and explain how your work differs. Use whe1.7Kskills.sh installs22table-generationlingzhi227/agent-research-skillsGenerate publication-quality LaTeX tables from experimental results. Convert JSON/CSV data to booktabs-styled tables with bold best results, multi-row layouts, 1.7Kskills.sh installs
table-generationlingzhi227/agent-research-skillsGenerate publication-quality LaTeX tables from experimental results. Convert JSON/CSV data to booktabs-styled tables with bold best results, multi-row layouts, 1.7Kskills.sh installs23self-reviewlingzhi227/agent-research-skillsAutomatically review an academic paper using the NeurIPS review form with three reviewer personas, ensemble scoring, and reflection refinement. Extracts text fr1.7Kskills.sh installs
self-reviewlingzhi227/agent-research-skillsAutomatically review an academic paper using the NeurIPS review form with three reviewer personas, ensemble scoring, and reflection refinement. Extracts text fr1.7Kskills.sh installs24slide-generationlingzhi227/agent-research-skillsConvert a completed paper into presentation slides (Beamer LaTeX) or poster. Extract key figures, tables, equations, and create a narrative flow for oral presen1.7Kskills.sh installs
slide-generationlingzhi227/agent-research-skillsConvert a completed paper into presentation slides (Beamer LaTeX) or poster. Extract key figures, tables, equations, and create a narrative flow for oral presen1.7Kskills.sh installs25paper-compilationlingzhi227/agent-research-skillsCompile LaTeX papers to PDF with automatic error detection, chktex style checking, and citation/reference validation. Runs the full pdflatex + bibtex pipeline. 1.7Kskills.sh installs
paper-compilationlingzhi227/agent-research-skillsCompile LaTeX papers to PDF with automatic error detection, chktex style checking, and citation/reference validation. Runs the full pdflatex + bibtex pipeline. 1.7Kskills.sh installs26atomic-decompositionlingzhi227/agent-research-skillsDecompose research ideas into atomic, self-contained concepts with bidirectional math-code mapping. For each concept, extract the math formula from papers and f1.6Kskills.sh installs
atomic-decompositionlingzhi227/agent-research-skillsDecompose research ideas into atomic, self-contained concepts with bidirectional math-code mapping. For each concept, extract the math formula from papers and f1.6Kskills.sh installs27paper-to-codelingzhi227/agent-research-skillsConvert an ML research paper into a complete, runnable code repository. 3-stage pipeline from Paper2Code — Planning (UML + dependency graph) → Analysis (per-fil1.6Kskills.sh installs
paper-to-codelingzhi227/agent-research-skillsConvert an ML research paper into a complete, runnable code repository. 3-stage pipeline from Paper2Code — Planning (UML + dependency graph) → Analysis (per-fil1.6Kskills.sh installs28experiment-codelingzhi227/agent-research-skillsWrite ML experiment code with iterative improvement. Generate training/evaluation pipelines, debug errors, and optimize results through code reflection. Use whe1.6Kskills.sh installs
experiment-codelingzhi227/agent-research-skillsWrite ML experiment code with iterative improvement. Generate training/evaluation pipelines, debug errors, and optimize results through code reflection. Use whe1.6Kskills.sh installs29paper-assemblylingzhi227/agent-research-skillsOrchestrate the full paper pipeline end-to-end. Manage state propagation between phases (literature → plan → code → experiments → figures → tables → writing → r1.6Kskills.sh installs
paper-assemblylingzhi227/agent-research-skillsOrchestrate the full paper pipeline end-to-end. Manage state propagation between phases (literature → plan → code → experiments → figures → tables → writing → r1.6Kskills.sh installs30symbolic-equationlingzhi227/agent-research-skillsDiscover scientific equations from data using LLM-guided evolutionary search (LLM-SR). Multi-island algorithm with softmax-based cluster sampling, island reset,1.6Kskills.sh installs
symbolic-equationlingzhi227/agent-research-skillsDiscover scientific equations from data using LLM-guided evolutionary search (LLM-SR). Multi-island algorithm with softmax-based cluster sampling, island reset,1.6Kskills.sh installs31excalidraw-skilllingzhi227/agent-research-skillsProgrammatic canvas toolkit for creating, editing, and refining Excalidraw diagrams via MCP tools with real-time canvas sync. Use when an agent needs to (1) dra1.6Kskills.sh installs
excalidraw-skilllingzhi227/agent-research-skillsProgrammatic canvas toolkit for creating, editing, and refining Excalidraw diagrams via MCP tools with real-time canvas sync. Use when an agent needs to (1) dra1.6Kskills.sh installs