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Learning & researchPlugin

dsh-ai4scholar

literaf/dsh-ai4scholar

dsh-ai4scholar is a tool for DeepSeek Harness. AI4Scholar for DeepSeek Harness (dsh): 38 native academic tools — Semantic Scholar, PubMed, Google Scholar, arXiv, bioRxiv/medRxiv, DOI, full text, auto-cite, figures, unified search. Powered by ai4scholar.net

literaf/dsh-ai4scholar Screenshot preview
Stars
12
Forks
0
Issues
0
Update
46 days

REVIEW SCORECARD

Review Scorecard

7.8/10Average
License compliance9.0
Engineering quality6.0
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

8.0/10Recommended

A well-documented, actively maintained academic research plugin with broad tool coverage and transparent credit handling

Code quality8

README shows a CI badge, npm version badge, TypeScript language, and a structured 38-tool table with normalized record shapes and paginated full-text slices, indicating deliberate engineering.

Security7

API key is stored in the dsh credentials store at mode 0600 and never exposed to the browser (balance check proxied via host route), though the plugin depends on the third-party ai4scholar.net service for billed calls.

Utility9

Provides 38 academic tools spanning Semantic Scholar, PubMed, Google Scholar, arXiv, bioRxiv/medRxiv, DOI resolution, auto-citation, and figure generation, addressing a real and common literature-research pain point.

Maintenance8

Last updated 2026-08-18, not archived, with an active CI workflow badge and npm publishing, indicating ongoing maintenance.

Documentation8

README includes prerequisites, step-by-step install commands, credential precedence rules, screenshots, a full tool table, and credit-visibility explanation, though the install command field itself is listed as unknown.

Generated by AI after reading the project README — a decision aid, not an endorsement. Neutral scores are given when information is limited.

PROJECT READMEREADMEExpandCollapse

Loading GitHub README...

PROJECT TOPICS

Project topics

VALIDATION LADDER

Validation progress

Structure check pending
01Store discoveryPassed
02ClassificationPassed
03Structure checkPending
04Sandbox validationPending

FAQ

Frequently Asked Questions

What is dsh-ai4scholar used for?

AI4Scholar for DeepSeek Harness (dsh): 38 native academic tools — Semantic Scholar, PubMed, Google Scholar, arXiv, bioRxiv/medRxiv, DOI, full text, auto-cite, figures, unified search. Powered by ai4scholar.net

How popular is dsh-ai4scholar?

dsh-ai4scholar has 12 stars and 0 forks on GitHub, last updated 2026-08-18.

What license does dsh-ai4scholar use?

dsh-ai4scholar is distributed under the MIT license.

Is dsh-ai4scholar compatible with DeepSeek Harness?

dsh-ai4scholar 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 typePlugin
Feature categoryLearning & research
Rule confidenceMedium

The system checks GitHub Topics against the site taxonomy and keyword rules. Current matches:academic。