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.
qkycir-123/dsh-run2skill
dsh-run2skill is a tool for DeepSeek Harness. Automatically turn successful DeepSeek Harness sessions into reusable, reviewable Agent Skills.

REVIEW SCORECARD
✓ No risk detected · Automated scan results are for reference only, not an official endorsement
AI DEEP REVIEW
A local-first, human-in-the-loop skill generator for DSH that is well documented and actively maintained, though version
README references a CHANGELOG, architecture baseline, design docs, a compatibility probe directory, and a CONTRIBUTING guide, indicating structured engineering, but no CI or test suite is visible in the provided information.
The README states it stores no model keys, does not copy full sessions, filters/truncates/redacts content before model analysis, requires explicit user approval before writing skills, and never guesses storage locations, which are concrete low-risk design choices.
It addresses a real and common pain point of repeatedly re-teaching agents the same corrections, constraints, and workflows across sessions, and produces portable native DSH Skills that survive uninstall.
Last updated 2026-08-25 with a documented 0.4.0 release, explicit version compatibility notes, and a fallback install path for older DSH versions, indicating active maintenance.
The README covers install, usage, review flow, learning scope, opt-out, data retention, update/uninstall, and troubleshooting with error codes, plus linked deeper docs, though it is primarily in Chinese with an English variant.
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-run2skill@0.3.0This 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
Automatically turn successful DeepSeek Harness sessions into reusable, reviewable Agent Skills.
dsh-run2skill has 10 stars and 2 forks on GitHub, last updated 2026-08-25.
dsh-run2skill is distributed under the MIT license.
dsh-run2skill 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、automatic-skill-learning、run-to-skill、skill-generator、agent-learning。