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.
Andiii208/dsh-ultramath
dsh-ultramath is a tool for DeepSeek Harness. UltraMath math modeling competition multi-Agent solving DSH plugin: 5 role presets + 33 model library + paper template/review script included + progress visualization

REVIEW SCORECARD
✓ No risk detected · Automated scan results are for reference only, not an official endorsement
AI DEEP REVIEW
Well-documented, actively maintained DSH plugin that packages a complete math-modeling competition workflow with tests a
README documents npm test (23 node:test cases), a package structure validator, npm pack content verification, and a CI badge, indicating real engineering rigor.
No download-and-execute or secret handling is described, but the plugin auto-syncs files into ~/.dsh/ and runs bundled Python review scripts, so risk cannot be fully assessed from the given info.
Addresses a concrete, recurring pain point (CUMCM/MCM competition solving) with 5 agent presets, a 33-document model library, verification gates, and paper templates.
Last updated 2026-08-24, not archived, with CI workflow and documented release checks (sync-standalone --check) suggesting ongoing upkeep.
README covers install command, quick-start prompts, full phase workflow, project structure, model library index, FAQ, and dev/validation commands in detail.
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 github:Andiii208/dsh-ultramathThis command passed the install-plan safety checks and can be executed by the DSH host. Validation is not a security audit or official endorsement.
PROJECT TOPICS
VALIDATION LADDER
FAQ
UltraMath math modeling competition multi-Agent solving DSH plugin: 5 role presets + 33 model library + paper template/review script included + progress visualization
dsh-ultramath has 7 stars and 0 forks on GitHub, last updated 2026-08-24.
dsh-ultramath is distributed under the MIT license.
dsh-ultramath 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:skill、math-modeling。