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.
OrinVoss/dsh-math-team
dsh-math-team is a tool for DeepSeek Harness. DSH Math Modeling Team Plugin Pack: 2 role agent presets (modeling-coding / paper) for DeepSeek Harness, multi-folder Git collaboration + vision sub-agent; includes a full run on 2023 CUMCM-C. | DeepSeek Harness math modeling team plugin pack: 2 role Agent presets (modeling-coding + paper), multi-folder collaboration + vision sub-agent, with a full run-through of 2023 CUMCM problem C.

REVIEW SCORECARD
✓ No risk detected · Automated scan results are for reference only, not an official endorsement
AI DEEP REVIEW
A well-documented DSH preset pack for math-modeling teams, but install is manual copy with no tests or CI evidence.
README shows a clear preset/skills directory structure and a verification snippet using agentPresets.standingKeyFor, but no tests, CI, or build tooling are mentioned.
No download-and-execute scripts, secrets, or excessive permissions are visible; install is a plain file copy, but the repo is unverified so a neutral score applies.
Addresses a concrete pain point (multi-person CUMCM modeling workflow) with role presets, git multi-folder collaboration, vision sub-agent gating, and a full 2023 CUMCM-C sample run.
Last updated 2026-09-06, not archived, and the README references 2026 competition readiness, indicating recent activity, though only 6 stars and no release history are shown.
README is bilingual, includes install commands for Windows/macOS/Linux, verification steps, a mermaid workflow diagram, and links to several docs files, though the install command field itself is 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
DSH Math Modeling Team Plugin Pack: 2 role agent presets (modeling-coding / paper) for DeepSeek Harness, multi-folder Git collaboration + vision sub-agent; includes a full run on 2023 CUMCM-C. | DeepSeek Harness math mod
dsh-math-team has 6 stars and 0 forks on GitHub, last updated 2026-09-06.
dsh-math-team is distributed under the MIT license.
dsh-math-team 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:agent-skills、claude-skills、codex-skills、skills、agent-workflow、ai-coding、claude-code、math-competition、math-contest、math-modeling、mathematical-modeling、prompt-engineering。