@skills · Owner
Agent skills by lingzhi227
33 skills indexed from github.com/lingzhi227. Reference any of them in AdaL, Claude Code, Cursor or any coding agent — nothing to install.
- agent-research-skills · Collection · 258 stars
- algorithm-design · Skill · 258 stars
Design algorithms with LaTeX pseudocode and UML diagrams. Generate algorithmic environments, Mermaid class/sequence diagrams, and ensure consistency betwee
- atomic-decomposition · Skill · 258 stars
Decompose research ideas into atomic, self-contained concepts with bidirectional math-code mapping. For each concept, extract the math formula from papers
- backward-traceability · Skill · 258 stars
Make every number in the final PDF traceable to the exact code line that produced it. Uses \hypertarget/\hyperlink LaTeX commands and \num{formula} evaluat
- citation-management · Skill · 258 stars
Manage BibTeX citations for LaTeX papers. Harvest missing citations from a draft using Semantic Scholar, validate cite keys against .bib files, deduplicate
- code-debugging · Skill · 258 stars
Debug experiment code with structured error analysis. Categorize errors, apply targeted fixes with retry logic, and use reflection to prevent recurring iss
- data-analysis · Skill · 258 stars
Generate statistical analysis code with 4-round review. Select appropriate statistical tests, interpret results, and produce analysis reports with p-values
- deep-research · Skill · 258 stars
Conduct systematic academic literature reviews in 6 phases, producing structured notes, a curated paper database, and a synthesized final report. Output is
- excalidraw-skill · Skill · 258 stars
Programmatic canvas toolkit for creating, editing, and refining Excalidraw diagrams via MCP tools with real-time canvas sync. Use when an agent needs to (1
- experiment-code · Skill · 258 stars
Write ML experiment code with iterative improvement. Generate training/evaluation pipelines, debug errors, and optimize results through code reflection. Us
- experiment-design · Skill · 258 stars
Design experiment plans with progressive stages — initial implementation, baseline tuning, creative research, and ablation studies. Plan baselines, dataset
- figure-generation · Skill · 258 stars
Generate publication-quality scientific figures using matplotlib/seaborn with a three-phase pipeline (query expansion, code generation with execution, VLM
- github-research · Skill · 258 stars
Explore and analyze GitHub repositories related to a research topic. Reads deep-research output, discovers repos from multiple sources, deeply analyzes cod
- idea-generation · Skill · 258 stars
Generate novel research ideas with iterative refinement and novelty checking against literature. Score ideas on Interestingness, Feasibility, and Novelty.
- latex-formatting · Skill · 258 stars
Handle LaTeX formatting, templates, and styling for academic papers. Set up conference templates (ICML, ICLR, NeurIPS, AAAI, ACL), fix formatting issues, m
- literature-review · Skill · 258 stars
Conduct comprehensive literature reviews using multi-perspective dialogue simulation. Generate diverse expert personas, conduct grounded Q&A conversations,
- literature-search · Skill · 258 stars
Search academic literature using Semantic Scholar, arXiv, and OpenAlex APIs. Returns structured JSONL with title, authors, year, venue, abstract, citations
- math-reasoning · Skill · 258 stars
Formal mathematical reasoning for research papers — derive equations, write proofs, formalize problem settings, select statistical tests, and generate LaTe
- novelty-assessment · Skill · 258 stars
Assess research idea novelty through systematic literature search. Multi-round search-evaluate loops with harsh critic persona. Binary novel/not-novel deci
- paper-assembly · Skill · 258 stars
Orchestrate the full paper pipeline end-to-end. Manage state propagation between phases (literature → plan → code → experiments → figures → tables → writin
- paper-compilation · Skill · 258 stars
Compile LaTeX papers to PDF with automatic error detection, chktex style checking, and citation/reference validation. Runs the full pdflatex + bibtex pipel
- paper-revision · Skill · 258 stars
Revise papers based on reviewer feedback. Map reviewer concerns to specific sections, apply targeted edits, run additional experiments if needed, and verif
- paper-to-code · Skill · 258 stars
Convert an ML research paper into a complete, runnable code repository. 3-stage pipeline from Paper2Code — Planning (UML + dependency graph) → Analysis (pe
- paper-writing-section · Skill · 258 stars
Write a specific section of an academic paper (Abstract, Introduction, Background, Related Work, Methods, Experiments, Results, Discussion/Conclusion) with
- rebuttal-writing · Skill · 258 stars
Write point-by-point rebuttals to reviewer comments. Extract concerns from reviews, generate evidence-based responses, and format as a structured rebuttal
- related-work-writing · Skill · 258 stars
Write Related Work sections that compare and contrast prior work with your approach. Organize by theme, cite broadly, and explain how your work differs. Us
- research-planning · Skill · 258 stars
Design research plans and paper architectures. Given a research topic or idea, generate structured plans with methodology outlines, paper structure, depend
- self-review · Skill · 258 stars
Automatically review an academic paper using the NeurIPS review form with three reviewer personas, ensemble scoring, and reflection refinement. Extracts te
- skills · Collection · 258 stars
- slide-generation · Skill · 258 stars
Convert a completed paper into presentation slides (Beamer LaTeX) or poster. Extract key figures, tables, equations, and create a narrative flow for oral p
- survey-generation · Skill · 258 stars
Generate complete academic survey papers using multi-LLM parallel outline generation, RAG-based subsection writing, citation validation, and local coherenc
- symbolic-equation · Skill · 258 stars
Discover scientific equations from data using LLM-guided evolutionary search (LLM-SR). Multi-island algorithm with softmax-based cluster sampling, island r
- table-generation · Skill · 258 stars
Generate publication-quality LaTeX tables from experimental results. Convert JSON/CSV data to booktabs-styled tables with bold best results, multi-row layo