Drchronx/ai-agent-research-starter-kit

Drchronx/ai-agent-research-starter-kit

Skill Claude Code

Main orchestration workflow for systematic literature research - search, evaluate, traverse, synthesize.

Drchronx/ai-agent-research-starter-kit

Skill Claude Code

Collaboratively build and refine paper screening rubrics through brainstorming, test-driven development, and iterative feedback.

Drchronx/ai-agent-research-starter-kit

Skill Claude Code

Check if medicinal chemistry papers are in ChEMBL database to access curated bioactivity data.

Drchronx/ai-agent-research-starter-kit

Skill Claude Code

Safely remove intermediate files from completed research sessions while preserving important data.

Drchronx/ai-agent-research-starter-kit

Skill Claude Code

Two-stage paper screening - abstract scoring then deep dive for specific data extraction.

Drchronx/ai-agent-research-starter-kit

Skill Claude Code

Use Unpaywall API to find free full-text versions of paywalled papers.

Drchronx/ai-agent-research-starter-kit

Skill Claude Code

PubMed search with keyword optimization, result parsing, and metadata extraction.

Drchronx/ai-agent-research-starter-kit

Skill Claude Code

Use parallel subagents for large-scale paper screening and deep dive analysis.

Drchronx/ai-agent-research-starter-kit

Skill Claude Code

Smart backward and forward citation following via Semantic Scholar, with relevance filtering and deduplication.

Drchronx/ai-agent-research-starter-kit

Skill Claude CodeCodex

A structured way to study SSCI papers, which are research articles indexed in the Social Sciences Citation Index, using the Phillip Chong Ho Shon method.

Drchronx/ai-agent-research-starter-kit

Skill Claude CodeCodex

Crawl CNKI journal paper metadata with the local Python crawler and save to PostgreSQL. Supports multi-sort retrieval (DFR/CF/PT/ZH) and mandatory query validation. Use when the user asks to collect CNKI papers, run the CNKI crawler, or query by CNKI field patterns.

Drchronx/ai-agent-research-starter-kit

Skill Claude CodeCodex

Crawl CNKI journal paper metadata with the local Python crawler and save to PostgreSQL. Supports multi-sort retrieval (DFR/CF/PT/ZH) and mandatory query validation. Use when the user asks to collect CNKI papers, run the CNKI crawler, or query by CNKI field patterns.

Drchronx/ai-agent-research-starter-kit

Skill Claude CodeCodex

A browser-based automation tool for CNKI, the China National Knowledge Infrastructure research database, that runs advanced literature searches and collects result lists and abstracts.

Drchronx/ai-agent-research-starter-kit

Skill Claude CodeCodex

A CNKI academic-popularity tracking workflow for CNKI, the China National Knowledge Infrastructure research database. It includes setup instructions and data retrieval steps.

Drchronx/ai-agent-research-starter-kit

Skill Claude CodeCodex

A research assistant for CNKI, the China National Knowledge Infrastructure research database, that analyzes possible academic topics using literature and trend data.

Drchronx/ai-agent-research-starter-kit

Skill Claude CodeCodex

Crawl CNKI getGroupData for a specific keyword, keep only non-empty group results, and generate a trend-analysis report with charts focused on the current year, recent yearly momentum, topic concentration, subject and journal concentration, author and institution distribution, and fund signals. Use when the user asks…

Drchronx/ai-agent-research-starter-kit

Skill Claude CodeCodex

A data-analysis tool for CSV and Excel files. It summarizes the data, examines relationships between columns, and creates charts.

Drchronx/ai-agent-research-starter-kit

Skill Claude CodeCodex

A tool for exploring CSV and Excel data through summary statistics, relationship checks, distribution charts, and heatmaps. It produces an interactive HTML report.

Drchronx/ai-agent-research-starter-kit

Skill Claude CodeCodex

A workflow for building classification models with decision trees, which predict categories by following learned if-then splits in the data. It also supports tuning model settings and displaying the tree.

Drchronx/ai-agent-research-starter-kit

Skill Claude CodeCodex

Parameterized Python empirical-analysis and machine-learning workflow for applied economics, public health epidemiology, supervised ML, and ML causal inference. Use when the user asks for data cleaning, feature engineering, train/test/validation splits, feature matrix X and target y, Table 1, diagnostic tests…

Drchronx/ai-agent-research-starter-kit

Skill Codex

A workflow for combining data from multiple files and extracting structured tables from documents. It can merge Excel and CSV files, standardise column names, read PDF, HTML, TXT, and Markdown files, and use OCR for scanned PDFs.

Drchronx/ai-agent-research-starter-kit

Skill Codex

A workflow for analysing research datasets and creating clean statistical tables and figures. It includes summary statistics, correlations, group comparisons, and regression checks, with outputs suitable for academic work.

Drchronx/ai-agent-research-starter-kit

Skill Claude Code

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 Codex

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.