Drchronx/ai-agent-research-starter-kit
Skill Claude CodeCodex
Automatically merge scattered Excel and CSV files, normalize column names, and extract structured tables from PDF, HTML, TXT, or Markdown documents. Supports OCR for scanned PDFs. Use when the user wants 多源数据整合、Excel/CSV 自动合并、PDF 表格提取、年报表格提取、政策文件表格抽取、OCR 文字识别，or needs a directory of mixed tabular sources transformed…
Drchronx/ai-agent-research-starter-kit
Skill Claude CodeCodex
Automatically analyze research datasets and generate publication-ready statistical tables, correlation figures, grouped comparison plots, and regression diagnostics. Use when the user wants科研数据自动分析、学术绘图、实证数据可视化、可发表级图表输出, or needs a CSV/Excel dataset turned into summary statistics and clean PNG figures.
Drchronx/ai-agent-research-starter-kit
Skill Claude CodeCodex
A connector for retrieving Chinese financial-market data through the Tushare Pro API, an online service that provides structured market data.
Drchronx/ai-agent-research-starter-kit
Skill Claude CodeCodex
Route text-labeling requests across LDA topic modeling, sklearn baselines, pretrained transformer models, and OpenAI-compatible LLM labeling. First inspect the dataset and infer columns/defaults automatically, then wait for explicit user confirmation before execution.
Drchronx/ai-agent-research-starter-kit
Skill Claude CodeCodex
Paddle-based deep learning workflows from the course materials, including DNN/RNN text-style baselines and the CNN/LeNet image classification case using folder-labeled digit images. Use when a user asks Codex to train, evaluate, save, load, or predict with course DNN, CNN/LeNet, or RNN/GRU examples.
Drchronx/ai-agent-research-starter-kit
Skill Claude CodeCodex
Chinese sentiment analysis workflows using dictionary scoring, traditional machine learning classifiers, and LLM API calls. Use when a user asks Codex to label sentiment, calculate dictionary sentiment scores, train a TF-IDF sentiment classifier, predict sentiment from a saved classifier, or call a large language…
Drchronx/ai-agent-research-starter-kit
Skill Claude CodeCodex
Basic Chinese NLP and text analysis workflows for PDF text/table extraction, jieba tokenization, word and sentence frequency, word clouds, TF-IDF, Word2Vec, sentence embeddings, and text similarity. Use when a user asks Codex to extract text from PDFs, segment Chinese text, count terms or sentences, create word…
Drchronx/ai-agent-research-starter-kit
Skill Claude CodeCodex
Topic modeling workflows for Chinese corpora using LDA, Dynamic Topic Model/DTM, and BERTopic. Use when a user asks Codex to discover topics, train LDA models, compute topic keywords, model topic evolution over time, train DTM, run BERTopic, export document-topic assignments, or create topic visualization outputs from…
Drchronx/ai-agent-research-starter-kit
Skill Claude CodeCodex
Systematic writing framework for philosophy and interdisciplinary academic papers from optimized outline to submission-ready manuscript. Use when users want to: (1) write a paper from a detailed outline, (2) ensure quality control during writing, (3) maintain consistency across chapters, (4) prepare a submission-ready…
Drchronx/ai-agent-research-starter-kit
Skill Claude CodeCodex
Systematic strategic planning framework for philosophy and interdisciplinary academic papers targeting preprint platforms (PhilArchive, arXiv, PhilSci-Archive). Use when users want to: (1) plan a paper on a specific topic, (2) identify research gaps and assess originality, (3) develop optimized paper outlines, (4)…
Drchronx/ai-agent-research-starter-kit
Skill Claude CodeCodex
Guide users through a structured workflow for co-authoring documentation. Use when user wants to write documentation, proposals, technical specs, decision docs, or similar structured content. This workflow helps users efficiently transfer context, refine content through iteration, and verify the doc works for readers.…
Drchronx/ai-agent-research-starter-kit
Skill Claude CodeCodex
A framework for writing empirical research papers in finance, economics, and accounting. Empirical research uses observed data or experiments to test claims.