DeepSeek-V4-J-Space-Capability-Realization-Report
Tiger3807861189
DeepSeek V4 × J-Space capability realization report — benchmark evidence that J-Space reduces capability-realization loss on DeepSeek V4.
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

REVIEW SCORECARD
✓ No risk detected · Automated scan results are for reference only, not an official endorsement
AI DEEP REVIEW
A well-documented, actively maintained academic research plugin with broad tool coverage and transparent credit handling
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.
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.
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.
Last updated 2026-08-18, not archived, with an active CI workflow badge and npm publishing, indicating ongoing maintenance.
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.
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Open repositoryPROJECT TOPICS
VALIDATION LADDER
FAQ
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
dsh-ai4scholar has 12 stars and 0 forks on GitHub, last updated 2026-08-18.
dsh-ai4scholar is distributed under the MIT license.
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
The system checks GitHub Topics against the site taxonomy and keyword rules. Current matches:academic。