lingzhi227/claude-research-skills

1

algorithm-design Design algorithms with LaTeX pseudocode and UML diagrams. Generate algorithmic environments, Mermaid class/sequence d…

lingzhi227/claude-research-skills

1

2

atomic-decomposition Decompose research ideas into atomic, self-contained concepts with bidirectional math-code mapping. For each concept,…

lingzhi227/claude-research-skills

1

3

backward-traceability Make every number in the final PDF traceable to the exact code line that produced it. Uses \hypertarget/\hyperlink La…

lingzhi227/claude-research-skills

1

4

citation-management Manage BibTeX citations for LaTeX papers. Harvest missing citations from a draft using Semantic Scholar, validate cit…

lingzhi227/claude-research-skills

1

5

code-debugging Debug experiment code with structured error analysis. Categorize errors, apply targeted fixes with retry logic, and u…

lingzhi227/claude-research-skills

1

6

data-analysis Generate statistical analysis code with 4-round review. Select appropriate statistical tests, interpret results, and …

lingzhi227/claude-research-skills

1

7

deep-research Conduct systematic academic literature reviews in 6 phases, producing structured notes, a curated paper database, and…

lingzhi227/claude-research-skills

1

8

excalidraw-skill Programmatic canvas toolkit for creating, editing, and refining Excalidraw diagrams via MCP tools with real-time canv…

lingzhi227/claude-research-skills

1

9

experiment-code Write ML experiment code with iterative improvement. Generate training/evaluation pipelines, debug errors, and optimi…

lingzhi227/claude-research-skills

1

10

experiment-design Design experiment plans with progressive stages — initial implementation, baseline tuning, creative research, and abl…

lingzhi227/claude-research-skills

1

11

figure-generation Generate publication-quality scientific figures using matplotlib/seaborn with a three-phase pipeline (query expansion…

lingzhi227/claude-research-skills

1

12

github-research Explore and analyze GitHub repositories related to a research topic. Reads deep-research output, discovers repos from…

lingzhi227/claude-research-skills

1

13

idea-generation Generate novel research ideas with iterative refinement and novelty checking against literature. Score ideas on Inter…

lingzhi227/claude-research-skills

1

14

latex-formatting Handle LaTeX formatting, templates, and styling for academic papers.

lingzhi227/claude-research-skills

1

15

literature-review Conduct comprehensive literature reviews using multi-perspective dialogue simulation. Generate diverse expert persona…

lingzhi227/claude-research-skills

1

16

literature-search Search academic literature using Semantic Scholar, arXiv, and OpenAlex APIs. Returns structured JSONL with title, aut…

lingzhi227/claude-research-skills

1

17

math-reasoning Formal mathematical reasoning for research papers — derive equations, write proofs, formalize problem settings, selec…

lingzhi227/claude-research-skills

1

18

novelty-assessment Assess research idea novelty through systematic literature search. Multi-round search-evaluate loops with harsh criti…

lingzhi227/claude-research-skills

1

19

paper-assembly Orchestrate the full paper pipeline end-to-end. Manage state propagation between phases (literature → plan → code → e…

lingzhi227/claude-research-skills

1

20

paper-compilation Compile LaTeX papers to PDF with automatic error detection, chktex style checking, and citation/reference validation.…

lingzhi227/claude-research-skills

1

21

paper-revision Revise papers based on reviewer feedback. Map reviewer concerns to specific sections, apply targeted edits, run addit…

lingzhi227/claude-research-skills

1

22

paper-to-code Convert an ML research paper into a complete, runnable code repository. 3-stage pipeline from Paper2Code — Planning (…

lingzhi227/claude-research-skills

1

23

paper-writing-section Write a specific section of an academic paper (Abstract, Introduction, Background, Related Work, Methods, Experiments…

lingzhi227/claude-research-skills

1

24

rebuttal-writing Write point-by-point rebuttals to reviewer comments. Extract concerns from reviews, generate evidence-based responses…

lingzhi227/claude-research-skills

1

25

related-work-writing Write Related Work sections that compare and contrast prior work with your approach. Organize by theme, cite broadly,…

lingzhi227/claude-research-skills

1

26

research-planning Design research plans and paper architectures. Given a research topic or idea, generate structured plans with methodo…

lingzhi227/claude-research-skills

1

27

self-review Automatically review an academic paper using the NeurIPS review form with three reviewer personas, ensemble scoring, …

lingzhi227/claude-research-skills

1

28

slide-generation Convert a completed paper into presentation slides (Beamer LaTeX) or poster. Extract key figures, tables, equations, …

lingzhi227/claude-research-skills

1

29

survey-generation Generate complete academic survey papers using multi-LLM parallel outline generation, RAG-based subsection writing, c…

lingzhi227/claude-research-skills

1

30

symbolic-equation Discover scientific equations from data using LLM-guided evolutionary search (LLM-SR). Multi-island algorithm with so…

lingzhi227/claude-research-skills

1

31

table-generation Generate publication-quality LaTeX tables from experimental results. Convert JSON/CSV data to booktabs-styled tables …

lingzhi227/claude-research-skills

1