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lingzhi227/agent-research-skills

31 skills · 56.5K combined installs

Skills from this source

#
Skill
Source
8W Activity
Installs
4590
literature-review Conduct comprehensive literature reviews using multi-perspective dialogue simulation. Generate diverse expert persona…
lingzhi227/agent-research-skills
3.9K
6788
literature-search Search academic literature using Semantic Scholar, arXiv, and OpenAlex APIs. Returns structured JSONL with title, aut…
lingzhi227/agent-research-skills
2.6K
7473
figure-generation Generate publication-quality scientific figures using matplotlib/seaborn with a three-phase pipeline (query expansion…
lingzhi227/agent-research-skills
2.2K
7539
latex-formatting Handle LaTeX formatting, templates, and styling for academic papers.
lingzhi227/agent-research-skills
2.2K
7674
math-reasoning Formal mathematical reasoning for research papers — derive equations, write proofs, formalize problem settings, selec…
lingzhi227/agent-research-skills
2.1K
7768
citation-management Manage BibTeX citations for LaTeX papers. Harvest missing citations from a draft using Semantic Scholar, validate cit…
lingzhi227/agent-research-skills
2.1K
7924
backward-traceability Make every number in the final PDF traceable to the exact code line that produced it. Uses \hypertarget/\hyperlink La…
lingzhi227/agent-research-skills
2K
8109
data-analysis Generate statistical analysis code with 4-round review. Select appropriate statistical tests, interpret results, and …
lingzhi227/agent-research-skills
1.9K
8387
deep-research Conduct systematic academic literature reviews in 6 phases, producing structured notes, a curated paper database, and…
lingzhi227/agent-research-skills
1.8K
8705
idea-generation Generate novel research ideas with iterative refinement and novelty checking against literature. Score ideas on Inter…
lingzhi227/agent-research-skills
1.8K
8748
novelty-assessment Assess research idea novelty through systematic literature search. Multi-round search-evaluate loops with harsh criti…
lingzhi227/agent-research-skills
1.7K
8755
paper-writing-section Write a specific section of an academic paper (Abstract, Introduction, Background, Related Work, Methods, Experiments…
lingzhi227/agent-research-skills
1.7K
8763
paper-revision Revise papers based on reviewer feedback. Map reviewer concerns to specific sections, apply targeted edits, run addit…
lingzhi227/agent-research-skills
1.7K
8798
github-research Explore and analyze GitHub repositories related to a research topic. Reads deep-research output, discovers repos from…
lingzhi227/agent-research-skills
1.7K
8803
experiment-design Design experiment plans with progressive stages — initial implementation, baseline tuning, creative research, and abl…
lingzhi227/agent-research-skills
1.7K
8859
research-planning Design research plans and paper architectures. Given a research topic or idea, generate structured plans with methodo…
lingzhi227/agent-research-skills
1.7K
9014
survey-generation Generate complete academic survey papers using multi-LLM parallel outline generation, RAG-based subsection writing, c…
lingzhi227/agent-research-skills
1.7K
9046
algorithm-design Design algorithms with LaTeX pseudocode and UML diagrams. Generate algorithmic environments, Mermaid class/sequence d…
lingzhi227/agent-research-skills
1.6K
9093
code-debugging Debug experiment code with structured error analysis. Categorize errors, apply targeted fixes with retry logic, and u…
lingzhi227/agent-research-skills
1.6K
9121
rebuttal-writing Write point-by-point rebuttals to reviewer comments. Extract concerns from reviews, generate evidence-based responses…
lingzhi227/agent-research-skills
1.6K
9176
related-work-writing Write Related Work sections that compare and contrast prior work with your approach. Organize by theme, cite broadly,…
lingzhi227/agent-research-skills
1.6K
9228
table-generation Generate publication-quality LaTeX tables from experimental results. Convert JSON/CSV data to booktabs-styled tables …
lingzhi227/agent-research-skills
1.6K
9268
self-review Automatically review an academic paper using the NeurIPS review form with three reviewer personas, ensemble scoring, …
lingzhi227/agent-research-skills
1.6K
9337
slide-generation Convert a completed paper into presentation slides (Beamer LaTeX) or poster. Extract key figures, tables, equations, …
lingzhi227/agent-research-skills
1.6K
9345
paper-compilation Compile LaTeX papers to PDF with automatic error detection, chktex style checking, and citation/reference validation.…
lingzhi227/agent-research-skills
1.6K
9347
atomic-decomposition Decompose research ideas into atomic, self-contained concepts with bidirectional math-code mapping. For each concept,…
lingzhi227/agent-research-skills
1.6K
9416
experiment-code Write ML experiment code with iterative improvement. Generate training/evaluation pipelines, debug errors, and optimi…
lingzhi227/agent-research-skills
1.5K
9417
paper-to-code Convert an ML research paper into a complete, runnable code repository. 3-stage pipeline from Paper2Code — Planning (…
lingzhi227/agent-research-skills
1.5K
9426
paper-assembly Orchestrate the full paper pipeline end-to-end. Manage state propagation between phases (literature → plan → code → e…
lingzhi227/agent-research-skills
1.5K
9478
symbolic-equation Discover scientific equations from data using LLM-guided evolutionary search (LLM-SR). Multi-island algorithm with so…
lingzhi227/agent-research-skills
1.5K
9551
excalidraw-skill Programmatic canvas toolkit for creating, editing, and refining Excalidraw diagrams via MCP tools with real-time canv…
lingzhi227/agent-research-skills
1.5K