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.
phelpsyacht/dshmath-manim
dshmath-manim is a tool for DeepSeek Harness. deepseek harness manim math plugin

REVIEW SCORECARD
✓ No risk detected · Automated scan results are for reference only, not an official endorsement
AI DEEP REVIEW
Well-documented Manim math-animation plugin for DeepSeek Harness with template and code paths, worth installing for math
README documents a clear layered structure (TS Cordis plugin, Python runner, JSON templates, AST validator) with standalone CLI verification commands, though no tests or CI are mentioned.
README describes AST static validation blocking os/subprocess/eval/open and template rendering that avoids eval, but the plugin spawns python3 subprocesses and requires local manim/numpy, so risk is moderate rather than minimal.
Solves a concrete pain point by letting users generate math/physics animations from natural language via templates or free-form Manim code, with a zero-code wizard and skill-based translation.
Last updated 2026-09-11, not archived, and README shows active peer-dependency alignment with dsh 0.1.5-rc.2 plus multiple distribution paths.
README is extensive, covering architecture, install commands, tool tables, skill usage, security model, and packaging, though it is long and partly in Chinese with some redundancy.
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 dshmath-manimThis 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
deepseek harness manim math plugin
dshmath-manim has 3 stars and 1 forks on GitHub, last updated 2026-09-30.
dshmath-manim is distributed under the Apache-2.0 license.
dshmath-manim 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:ai-coding、math、math-animation。