Chanw-research/claude-code-paper-writing
Skill Claude CodeCodex
An interactive setup guide for API keys, which are credentials that let software call online services. It checks the current .env configuration and guides setup for Semantic Scholar, DeepXiv, and Review LLM.
Chanw-research/claude-code-paper-writing
Skill Claude CodeCodex
A tool that turns an economics research design into a Stata work plan or starter do file. Stata is software used for statistical analysis, and a do file is a script containing commands to run.
Chanw-research/claude-code-paper-writing
Skill Claude CodeCodex
A research-writing workflow that turns information from a wiki into a Related Work section, the part of a paper that summarizes and compares earlier studies.
Chanw-research/claude-code-paper-writing
Skill Claude CodeCodex
A research-reference map for an economics or management variable. It summarizes how papers measure the variable, where the data comes from, its role in models, and whether it fits the project.
Chanw-research/claude-code-paper-writing
MCP server Claude CodeCodexCursor +2
MCP server "llm-review" as configured in Chanw-research/claude-code-paper-writing. Runs mcp-servers/llm-review/server.py with python3.
Chanw-research/claude-code-paper-writing
Skill Claude CodeCodex
Use when main results pass result-to-claim (claimsupported=yes or partial) and ablation studies are needed for paper submission. Codex designs ablations from a reviewer's perspective, CC reviews feasibility and implements.
Chanw-research/claude-code-paper-writing
Skill Claude CodeCodex
Analyze ML experiment results, compute statistics, generate comparison tables and insights. Use when user says "analyze results", "compare", or needs to interpret experimental data.
Chanw-research/claude-code-paper-writing
Skill Claude CodeCodex
Turn a refined research proposal or method idea into a detailed, claim-driven experiment roadmap. Use after research-refine, or when the user asks for a detailed experiment plan, ablation matrix, evaluation protocol, run order, compute budget, or paper-ready validation that supports the core problem, novelty…
Chanw-research/claude-code-paper-writing
Skill Claude CodeCodex
Use when analyzing experimental results, validating comparisons, generating paper-ready results text, or turning model-evaluation outputs into figures, tables, and defensible claims.
Chanw-research/claude-code-paper-writing
Skill Claude CodeCodex
Deploy and run ML experiments on local, remote, Vast.ai, or Modal serverless GPU. Use when user says "run experiment", "deploy to server", "跑实验", or needs to launch training jobs.
Chanw-research/claude-code-paper-writing
Skill Claude CodeCodex
Guided statistical analysis with test selection and reporting. Use when you need help choosing appropriate tests for your data, assumption checking, power analysis, and APA-formatted results. Best for academic research reporting, test selection guidance. For implementing specific models programmatically use…
Chanw-research/claude-code-paper-writing
Skill Claude CodeCodex
Use this skill any time a spreadsheet file is the primary input or output. This means any task where the user wants to: open, read, edit, or fix an existing .xlsx, .xlsm, .csv, or .tsv file (e.g., adding columns, computing formulas, formatting, charting, cleaning messy data); create a new spreadsheet from scratch or…
Chanw-research/claude-code-paper-writing
Skill Claude CodeCodex
Use this skill whenever the user wants to create, read, edit, or manipulate Word documents (.docx files). Triggers include: any mention of 'Word doc', 'word document', '.docx', or requests to produce professional documents with formatting like tables of contents, headings, page numbers, or letterheads. Also use when…
Chanw-research/claude-code-paper-writing
Skill Claude CodeCodex
Structures and derives research formulas when the user wants to 推导公式, build a theory line, organize assumptions, turn scattered equations into a coherent derivation, or rewrite theory notes into a paper-ready formula document. Use when the derivation target is not yet fully fixed, the main object still needs to be…
Chanw-research/claude-code-paper-writing
Skill Claude CodeCodex
Convert files and office documents to Markdown. Supports PDF, DOCX, PPTX, XLSX, images (with OCR), audio (with transcription), HTML, CSV, JSON, XML, ZIP, YouTube URLs, EPubs and more.
Chanw-research/claude-code-paper-writing
Skill Claude CodeCodex
Use this skill whenever the user wants to do anything with PDF files. This includes reading or extracting text/tables from PDFs, combining or merging multiple PDFs into one, splitting PDFs apart, rotating pages, adding watermarks, creating new PDFs, filling PDF forms, encrypting/decrypting PDFs, extracting images, and…
Chanw-research/claude-code-paper-writing
Skill Claude CodeCodex
Rigorous mathematical proof verification and fixing workflow. Reads a LaTeX proof, identifies gaps via cross-model review (Codex GPT-5.4 xhigh), fixes each gap with full derivations, re-reviews, and generates an audit report. Use when user says "检查证明", "verify proof", "proof check", "审证明", "check this proof", or wants…
Chanw-research/claude-code-paper-writing
Skill Claude CodeCodex
Writes rigorous mathematical proofs for ML/AI theory. Use when asked to prove a theorem, lemma, proposition, or corollary, fill in missing proof steps, formalize a proof sketch, 补全证明, 写证明, 证明某个命题, or determine whether a claimed proof can actually be completed under the stated assumptions.
Chanw-research/claude-code-paper-writing
Skill Claude CodeCodex
General-purpose diagramming tool using drawio XML format with 8900+ stencils. Best for custom diagrams requiring pixel-perfect positioning, diagrams with vendor-specific icons (AWS, Azure, Cisco), or any diagram not covered by specialized skills. Use network skill for network topology, uml skill for UML diagrams…
Chanw-research/claude-code-paper-writing
Skill Claude CodeCodex
Process user-provided patent figures and generate formal drawing descriptions. Use when user says "附图处理", "figure description", "附图说明", "drawings description", or wants to describe patent figures with reference numerals.
Chanw-research/claude-code-paper-writing
Skill Claude CodeCodex
Generate publication-quality scientific figures using matplotlib/seaborn with a three-phase pipeline (query expansion, code generation with execution, VLM visual feedback). Handles bar charts, line plots, heatmaps, training curves, ablation plots, and more. Use when the user needs figures, plots, or visualizations for…
Chanw-research/claude-code-paper-writing
Skill Claude CodeCodex
Use when designing, restructuring, or auditing manuscript figures and you need to define one main claim per figure, assign panel roles, align legends with the text, or decide what belongs in main figures versus supplement.
Chanw-research/claude-code-paper-writing
Skill Claude CodeCodex
Generate deterministic publication-quality architecture, workflow, and pipeline diagrams from structured JSON (FigureSpec) into editable SVG. Use when user says "架构图", "workflow 图", "pipeline 图", "确定性矢量图", "figure spec", "draw architecture", or needs precise, editable, publication-ready vector diagrams. Preferred over…
Chanw-research/claude-code-paper-writing
Skill Claude CodeCodex
Generate Mermaid diagrams from user requirements. Saves .mmd and .md files to figures/ directory with syntax verification. Supports flowcharts, sequence diagrams, class diagrams, ER diagrams, Gantt charts, and 18 more diagram types.