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DSH PluginsSkill
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.
- Stars
- 2.5k
- Forks
- 149
- Issues
- 2
- Update
- 61 days
REVIEW SCORECARD
Review Scorecard
7.5/10Average
License compliance6.0
Engineering quality8.9
Content completeness8.0
Repository scale7.0
Maintenance activity8.0
✓ No risk detected · Automated scan results are for reference only, not an official endorsement
AI DEEP REVIEW
Worth AI Review
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.
Documentation7
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 — a decision aid, not an endorsement. Neutral scores are given when information is limited.
PROJECT READMEREADMEExpandCollapse
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Open repositoryINSTALL REFERENCE
Install reference
curl -sSL https://raw.githubusercontent.com/HughYau/AcademicForge/refs/heads/site-first/scripts/forge-install.sh | bash -s -- --tool claude --skills humanizer,superpowersThis command was extracted from an explicit README install reference and is display-only; the DSH host will not execute it automatically.
PROJECT TOPICS
Project topics
VALIDATION LADDER
Validation progress
01Store discoveryPassed
02ClassificationPassed
03Structure checkPending
04Sandbox validationPending
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
Classification evidence
Project typeSkill
Feature categoryDSH Plugins
Rule confidenceHigh
The system checks GitHub Topics against the site taxonomy and keyword rules. Current matches:skills。
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