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.
xmutfyh/dsh-plugin-writing-guard
dsh-plugin-writing-guard is a tool for DeepSeek Harness. DeepSeek Harness (DSH) academic writing guard for papers — remove AI flavor from papers / AI-writing style detection, evidence preservation, journal-fit calibration, manuscript proofreading, writing_audit & automatic checks. Local, zero network, zero LLM.

REVIEW SCORECARD
✓ No risk detected · Automated scan results are for reference only, not an official endorsement
AI DEEP REVIEW
A well-scoped, local-only DSH plugin for academic writing integrity with strong tests and clear docs.
README cites a CI badge, an npm package, and 394 tests, indicating real engineering rigor, though no source code is visible to verify structure.
The description explicitly states local, zero network, zero LLM operation, and no download-and-execute or credential patterns appear in the README, but no code is inspectable.
It targets a genuine and common pain point for AI-assisted academic writing — AI-style prose, evidence drift, journal mismatch, and DOCX corruption — with concrete guard layers and natural-language commands.
Last updated 2026-08-24, not archived, and the README documents a 2.0 release plus a 1.8 feature, indicating active development.
The README is detailed with install commands, usage tables, guard descriptions, and before/after examples, but the directory lists the install command as unknown and setup details are partly inferred.
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
DeepSeek Harness (DSH) academic writing guard for papers — remove AI flavor from papers / AI-writing style detection, evidence preservation, journal-fit calibration, manuscript proofreading, writing_audit & automatic che
dsh-plugin-writing-guard has 25 stars and 0 forks on GitHub, last updated 2026-08-24.
dsh-plugin-writing-guard is distributed under the MIT license.
dsh-plugin-writing-guard 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-paper、academic-writing、paper-writing、proofreading、research-paper。