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.
1692775560/dsh-Mimir-Academic-research
dsh-Mimir-Academic-research is a tool for DeepSeek Harness. Mimir — one-stop research workbench plugin: compile LaTeX papers while writing, manage arXiv literature, track experiments, create metric charts, and orchestrate GPU server SSH tasks, covering the entire research cycle. An open-source research workbench plugin for the whole research cycle.

REVIEW SCORECARD
✓ No risk detected · Automated scan results are for reference only, not an official endorsement
AI DEEP REVIEW
Feature-rich, actively maintained research workbench plugin with strong docs and CI; worth installing for LaTeX/arXiv/GP
README shows a CI badge, TypeScript codebase, npm package, versioned releases, and a documented config schema with commented examples, indicating solid engineering rigor.
No download-and-execute patterns or plaintext secrets are evident; API keys are referenced via config (DEEPSEEK_API_KEY, zotero.apiKey), though a bundled web-search setup script and SSH job orchestration warrant a neutral-positive score given limited detail.
Addresses a real, common research pain point by unifying LaTeX compile-preview, arXiv management, experiment tracking, GPU SSH jobs, and meeting decks into one agent-driven workbench.
Last updated 2026-08-26, not archived, with explicit version-compatibility notes (0.18.x requires dsh >= 0.1.2-alpha.4) and pinning guidance showing active release management.
README provides prerequisites, install commands, version-pinning workarounds, a full configuration table, troubleshooting section, screenshots, and a demo video, making setup and usage clear.
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 repositoryINSTALL REFERENCE
dsh plugin --profile web add dsh-mimir@latestThis command was extracted from an explicit README install reference and is display-only; the DSH host will not execute it automatically.
PROJECT TOPICS
VALIDATION LADDER
FAQ
Mimir — one-stop research workbench plugin: compile LaTeX papers while writing, manage arXiv literature, track experiments, create metric charts, and orchestrate GPU server SSH tasks, covering the entire research cycle.
dsh-Mimir-Academic-research has 174 stars and 8 forks on GitHub, last updated 2026-09-03.
dsh-Mimir-Academic-research is distributed under the MIT license.
dsh-Mimir-Academic-research 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:paper-writing、research、research-tools。