Minecraft-Style Mod Packs for Academic AI Assistants

What it does

AcademicForge is a distribution layer for AI assistant skills aimed at academic workflows. It aggregates seven third-party packs—spanning bioinformatics, paper polishing, scientific visualization, and AI research engineering—into a single installable bundle for Claude Code, OpenCode, or Codex. A web-based configurator lets you pick only the packs you need, and background scripts keep everything updated.

The interesting bit

The project openly steals its architecture from Minecraft Forge: instead of dropping individual mods into a folder and hoping they don’t conflict, you install a curated, tested bundle. The maintainers also treat upstream prompt injection and vendor advertising as a security and noise problem, automatically stripping both during sync.

Key highlights

• 248 skills across 7 packs, covering scientific computing, literature review, publication-grade plotting, and machine-learning research engineering
• Web configurator generates platform-specific install commands without pulling entire submodule histories
• Automated weekly updates and a blacklist system to filter out low-quality or potentially malicious upstream skills
• Clean-AdInsertions regex scrubs third-party platform marketing from skill files before they reach your AI assistant
• Skills activate contextually during normal conversation; no manual calling required

Caveats

• The legacy submodule-based install path is deprecated and scheduled for removal
• This is primarily glue, curation, and sanitation code; the actual skills are maintained by upstream authors
• Defense against prompt injection relies on regex heuristics and a manually maintained blacklist, which is best-effort rather than provably secure

Verdict

Worth a look if you already live inside Claude Code or OpenCode and want pre-vetted research skills without the compatibility guesswork. If you don’t use agent-style coding assistants, this is just a well-organized list of prompts you can’t directly use.