HughYau/AcademicForge

One Forge, All Skills: A curated skill collection for academic writing and research. 点开即用，按需配置的一站式学术研究skills平台。

What it solves

Academic Forge provides a centralized platform for discovering and installing "skills" (specialized AI agent capabilities) for academic research. It eliminates the need to manually copy entire repositories to add specific functionalities to AI agents like Claude Code, OpenCode, or Codex, allowing researchers to selectively install only the tools they need.

How it works

The project operates as a "mod loader" for AI agents. Users can browse a web-based selection site to pick specific skill packs, which then generates a one-line installation command. Alternatively, users can run a shell or PowerShell script to install specific skills directly from the repository. It also supports an AI-driven selection process where an agent can read the project's documentation to recommend and install the appropriate skills based on the user's research needs.

Who it’s for

Academic researchers, scientists, and students who use AI agents (specifically Claude Code, OpenCode, and Codex) to automate scientific workflows, protein folding, genomic analysis, and academic writing.

Highlights

  • Extensive Science Library: Includes 32 built-in skills from Claude Science, covering protein structure prediction (AlphaFold2, Boltz, Chai-1), genomics (Borzoi, Evo2), and single-cell analysis (scGPT).
  • Multi-Agent Support: Compatible across Claude Code, OpenCode, and Codex.
  • Cross-Platform Installation: Provides installation scripts for macOS, Linux, and Windows (PowerShell).
  • Academic Workflow Integration: Offers specialized tools for publication-grade figure composition, literature reviews, and remote GPU compute environment setup.

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