mcpbeat

Academic Repo Analyzer

azhi-ss/academic repo analyzer

Quick-understanding doc for ML/DL, AI4Science, and research codebases — task type, stack, architecture, and figure-worthy innovations. Use when the user wants repo analysis, 仓库分析, or to understand a codebase before figure planning.

10k tokens
context cost
the whole folder, loaded on every use
7
files
ships runnable scripts
0
copies elsewhere
how many repositories repackaged it
74
stars on the repo
on the repository, not the skill itself

Install

one command, takes just this skill from the repository 
npx skills add https://github.com/Azhi-ss/academic-figure-skills --skill Academic Repo Analyzer

How to use it

Copy the folder

Take azhi-ss/academic repo analyzer from the repository into ~/.claude/skills for personal use, or into .claude/skills inside a project.

Check the name does not clash

The agent identifies a skill by the name field in its header. Two skills with the same name cannot sit side by side — one of them will be ignored.