Agent Skills by MACJONS
Showing 18 vetted skills indexed across 1 GitHub repositories.
MACJONSWpaper-write
Draft LaTeX paper sections from outlines and narrative reports.
MACJONSWauto-review-loop-llm
Automate iterative research review cycles using OpenAI-compatible LLM APIs.
MACJONSWidea-creator
Generate and rank research ideas through literature surveys and pilot experiments.
MACJONSWmonitor-experiment
Monitor remote experiments via SSH and collect results from logs.
MACJONSWresearch-pipeline
Orchestrates autonomous research lifecycle from idea discovery to submission-ready output.
MACJONSWidea-discovery
Orchestrate literature survey, idea creation, novelty checking, and critical review into a ranked IDEA_REPORT.md.
MACJONSWpaper-compile
Compile LaTeX documents into PDFs with latexmk and verify submission checks.
MACJONSWanalyze-results
Analyze machine learning experiment results and generate comparison tables.
MACJONSWpaper-figure
Generate publication-quality plots and LaTeX tables from JSON and CSV experiment data.
MACJONSWrun-experiment
Deploy and execute machine learning experiments on local or remote GPU servers via SSH.
MACJONSWpaper-plan
Generate structured research paper outlines from review conclusions and experiment results.
MACJONSWfeishu-notify
Send notifications and interactive messages to Feishu/Lark via webhooks.
MACJONSWarxiv
Search, download, and summarize academic papers from the arXiv repository.
MACJONSWnovelty-check
Verify research method novelty against recent literature and prior art.
MACJONSWresearch-review
Review research work through iterative dialogue with an external LLM.
MACJONSWauto-paper-improvement-loop
Automate iterative AI review and fix implementation for research papers.
MACJONSWresearch-lit
Search research papers across Zotero, Obsidian, PDFs, and arXiv.
MACJONSWpaper-writing
Automate academic paper writing from narrative report to submission-ready PDF.