# 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。

Repository: https://github.com/HughYau/AcademicForge
Canonical: https://ross.abutalabs.com/products/academicforge
Homepage: http://hughyau.com/AcademicForge/
Language: Python
License: NOASSERTION
License Family: other
Topics: ai, research-tool, skills, ai-for-research, scientific-agents
Last push: 2026-08-11T11:22:16+00:00

## Health v2 (maintenance only)
Score: 59/100 (v2, computed 2026-09-02T17:46:02.011165+00:00)
- activity 97, release rhythm 35, longevity 15
- inputs: {"age_days": 211, "days_push": 22, "days_rel": null, "gap_med": null, "n_releases_24m": 0}
- flags: no_releases, no_license
- formula: round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)

## Adoption (not part of the score)
Stars 2486, forks 147 (observed 2026-08-28T04:06:55.484037+00:00)

## What it is
AcademicForge is a curated catalog and installer platform of AI agent skills for academic writing and research, targeting Claude Code, OpenCode, and Codex. Users browse a web-based picker, generate a one-line install command, and run it in their project to install selected skill packs, including a bundled 32-skill Claude Science collection covering protein structure, genomics, figures, and literature workflows.

## Use cases
- install academic writing skills for claude code
- find ai agent skills for literature review
- set up scientific research skills for codex or opencode
- install alphafold and genomics agent skills
- de-humanize ai writing style for academic papers
- browse a catalog of claude code skills and generate install commands

## When to choose
- you use Claude Code, OpenCode, or Codex and want curated academic/research skills without copying whole repos
- you need domain skills like protein structure prediction, genomics, or publication-quality figures wired into your agent
- you want a pick-and-install workflow with shell or PowerShell scripts

## When to avoid
- you use an agent platform other than Claude Code, OpenCode, or Codex
- you need a single self-contained tool rather than a collection of installable skills
- you require a permissively licensed dependency - the repo license is not clearly stated

## Facets
- artifact type: application
- maturity: active
- function: agent-framework, prompt-engineering, developer-tools, cli, documentation
- domain: artificial-intelligence, education, developer-tools, data-science
- platform: cli, cross-platform, windows
- tags: skill-registry, claude-code, opencode, codex, academic-writing, installer-scripts, curated-collection, scientific-agents, ai-agents, natural-language-processing, macos, linux, web-server

## Member repositories
- HughYau/AcademicForge (main) score 59

## Provenance
- Observed fields: from GitHub, fetched 2026-08-28T04:06:55.484037+00:00.
- Health v2: computed from the inputs above; adoption is never an input.
- Inferred fields (summary, facets, guidance): AI-extracted, prompt v1, taxonomy v1, on 2026-08-30T02:28:01.782005+00:00, confidence not recorded.
  - readme: https://github.com/HughYau/AcademicForge (fetched 2026-08-28T04:06:55.484037+00:00, sha d8e832ef8772)
  - homepage: http://hughyau.com/AcademicForge/ (fetched 2026-08-29T10:10:07.094070+00:00, sha dab769a7dfdd)
- Data as of 2026-08-30T08:39:29.467469+00:00.