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.
PHoenixs57/deepseek-aix
deepseek-aix is a tool for DeepSeek Harness. Q-Q: conversational AI research assistant for academic literature. Supports multi-source search (PubMed, arXiv, Semantic Scholar, Crossref), paper card dedup, and favorites with folders — built on DeepSeek Harness.

REVIEW SCORECARD
✓ No risk detected · Automated scan results are for reference only, not an official endorsement
AI DEEP REVIEW
Feature-rich literature research assistant for DeepSeek Harness, but install path is unclear and security details are un
README documents a clear monorepo structure with separated MCP, host, and client plugins plus build/dev scripts, though no tests or CI are mentioned.
No install command is given and the README only notes an API key stored in ~/.dsh/.credentials.yaml, so risk cannot be assessed from the provided information.
Solves a concrete pain point by combining multi-source academic search (PubMed, arXiv, Semantic Scholar, Crossref, OpenAlex) with deduplication and persistent folder-based favorites.
Last updated 2026-08-20, not archived, MIT-licensed, and actively structured as a fork with ongoing plugin development.
README is detailed on features, architecture, and run-from-source steps, but lacks a published install command and the excerpt is truncated mid-table.
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
Q-Q: conversational AI research assistant for academic literature. Supports multi-source search (PubMed, arXiv, Semantic Scholar, Crossref), paper card dedup, and favorites with folders — built on DeepSeek Harness.
deepseek-aix has 6 stars and 0 forks on GitHub, last updated 2026-08-20.
deepseek-aix is distributed under the MIT license.
deepseek-aix 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:autoresearch、paper、research。