redigg

End-of-day review to capture progress, insights, and plan tomorrow

Generate novel, actionable paper ideas from arXiv papers and LLM analysis. Includes selection reasons, score breakdowns, and gap evidence.

Analyze project structure, scan codebase stats, and summarize code files

Parse, generate, and manage BibTeX references. Use this tool when you need to format citations, add references to a project, or generate standard BibTeX strings from paper metadata.

Generate structured literature reviews on a specific topic. Use this tool when you need a comprehensive summary of the current research landscape, including executive summaries, key trends, and future directions.

Extract and read text from PDF academic papers. Use this tool when you need to read the full text of a paper to answer specific questions or extract detailed methodologies.

Search for academic papers across ArXiv, Semantic Scholar, and OpenAlex. Use this tool to find literature, retrieve citations, or get abstracts for a research topic.

Generate a concise, structured summary of a single paper given its full text or abstract. Useful for digesting long papers quickly.

Analyze a set of paper abstracts or literature summaries to identify missing links, contradictions, or unexplored areas in current research.

Generate novel, testable research hypotheses based on a specific topic and background literature. Use this when brainstorming new research directions.

Run Python scripts for statistical analysis (pandas, numpy, scipy). Use this to process experimental results or calculate metrics.

Generate publication-quality figures using Python matplotlib or seaborn.

Create publication-ready figures by converting a natural language description into a Python plot script and rendering the image.

Generate LaTeX templates, tables, and equations. Use this tool when you need boilerplate code to start a new paper or complex formatting blocks.

Generate high-quality PDF documents from text or markdown using LaTeX. Use this when you need to output a final academic paper or report.

Create and manage sub-agents to perform tasks in parallel

Self-evolve by creating or improving skills

Performs periodic system maintenance and background checks (like memory consolidation). Usually triggered by the system, not directly by the agent.

Manage and consolidate agent memories (Working, Short-term, Long-term)

Search through research notes, conversation history, and user preferences stored in the agent's long-term memory.

Schedule and manage automated tasks (cron)

Manage chat sessions and history

Manage skill packs (load, unload, list)

Fetch web pages and extract clean text content. Use this tool when you need to read documentation, scrape a blog post, or view an external URL.

Get the current system date and time. Use this when you need to stamp a file, check the date for API requests, or answer user queries about time.

List, read, organize, and search local research files

Execute shell commands in the workspace environment. Use this to run standard bash commands, install packages, or run scripts.