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.
CHplus0/dsh-learning-mode
dsh-learning-mode is a tool for DeepSeek Harness. A DeepSeek Harness (DSH) agent preset that teaches while coding — concrete scenario-grounded explanations, Socratic guidance, and TODO(you) practice blanks, modeled on Claude Code's Learning output style. Learning mode

REVIEW SCORECARD
✓ No risk detected · Automated scan results are for reference only, not an official endorsement
AI DEEP REVIEW
A well-documented DSH learning-mode preset with clear structure, but limited evidence on tests, CI, and security posture
README documents a clear file layout (agent.cordis.yml, skills/, preset.yml) and three install paths, but no tests or CI are mentioned.
No suspicious download-and-execute or plaintext secrets are shown, but the install.sh script and plugin permissions are not described in detail, so a neutral score is given.
Addresses a real pain point by turning a coding agent into a teaching mode with Socratic hints and TODO(你) practice blanks, modeled on Claude Code's Learning style.
Last updated 2026-08-15 and not archived, with an MIT-licensed adaptation of the standard preset, indicating recent activity.
README covers install (three options), customization, how it works, and links a real session example, though it assumes familiarity with DSH profiles.
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-learning-modeThis 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
A DeepSeek Harness (DSH) agent preset that teaches while coding — concrete scenario-grounded explanations, Socratic guidance, and TODO(you) practice blanks, modeled on Claude Code's Learning output style. Learning mode
dsh-learning-mode has 6 stars and 1 forks on GitHub, last updated 2026-08-15.
dsh-learning-mode 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:claude-code、coding-tutor、learn-by-doing、learning-mode、prompt-engineering、socratic-method。