DSH Plugins技能

AcademicForge

HughYau/AcademicForge

AcademicForge is a tool for DeepSeek Harness. One Forge, All Skills: A curated skill collection for academic writing and research. A one-stop academic research skills platform: click to use, configure on demand.

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HughYau/AcademicForge Screenshot preview

Stars: 2.5k
Forks: 149
Issues: 2
Update: 17 days

REVIEW SCORECARD

评测成绩单

7.7/10Average

detail.dimSecurity6.0

detail.dimQuality8.9

detail.dimContent8.0

detail.dimDeps7.0

detail.dimMaintenance9.0

✓ 无Risky检出 · 自动化扫描结果仅供参考，非官方背书

AI DEEP REVIEW

AI 深度评测

6.8/10Consider

A well-documented academic skill collection with broad utility, but the curl-pipe-bash install and NOASSERTION license w

Code quality6

README shows a structured skills/ directory, per-tool install scripts (bash and PowerShell), and a site-first branch, but no tests or CI are mentioned, so rigor is only partially evidenced.

Security5

The primary install path is curl-pipe-to-bash from a raw GitHub URL executing a remote script, and the license is NOASSERTION despite an MIT badge in the README, which is a real supply-chain and licensing concern.

Utility8

It solves a genuine pain point by letting researchers selectively install academic skills (literature review, figures, protein/genomics tooling) across Claude Code, OpenCode, and Codex instead of cloning whole repos.

Maintenance8

Last updated 2026-08-30, not archived, 2530 stars, and the README advertises a newly added 32-skill Claude Science set, indicating active curation.

Docs7

README provides three install methods, a full 32-skill table with per-skill descriptions, Windows instructions, and links to QUICKSTART and ATTRIBUTIONS, though usage examples beyond installation are thin.

Generated by AI after reading the project README, as a decision aid; neutral scores are given when information is thin. Not an official endorsement.

PROJECT README项目说明展开Collapse

正在读取 GitHub README...

INSTALL REFERENCE

安装参考

待结构检查

curl -sSL https://raw.githubusercontent.com/HughYau/AcademicForge/refs/heads/site-first/scripts/forge-install.sh | bash -s -- --tool claude --skills humanizer,superpowers

This command comes from an explicit install reference in the README and is provided for reference only — it is never auto-executed by a DSH host.

PROJECT TOPICS

项目标签

ai ai-for-research research-tool scientific-agents skills

VALIDATION LADDER

验证进度

待结构检查

01市场发现Passed

02归类识别Passed

03结构检查Pending

04实机验证Pending

FAQ

Frequently Asked Questions

What is AcademicForge used for?

One Forge, All Skills: A curated skill collection for academic writing and research. A one-stop academic research skills platform: click to use, configure on demand.

How popular is AcademicForge?

AcademicForge has 2,530 stars and 149 forks on GitHub, last updated 2026-08-30.

Is AcademicForge compatible with DeepSeek Harness?

AcademicForge is listed in the DSH Universe directory as a tool for DeepSeek Harness. This plugin is listed in the DSH Universe directory and covered by its validation pipeline.

CLASSIFICATION EVIDENCE