Agent 与会话技能

dsh-self-improved

madage/dsh-self-improved

dsh-self-improved is a tool for DeepSeek Harness. DeepSeek Harness long-term memory & self-evolving plugin: L0 capture -> L1 memory extraction -> L2 scene grouping -> L3 user persona, auto recall injection + skill synthesis, fully local.

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madage/dsh-self-improved Screenshot preview

Stars: 8
Forks: 0
Issues: 2
Update: 31 days

REVIEW SCORECARD

评测成绩单

7.7/10Average

detail.dimSecurity9.0

detail.dimQuality5.4

detail.dimContent8.0

detail.dimDeps7.0

detail.dimMaintenance8.0

✓ 无Risky检出 · 自动化扫描结果仅供参考，非官方背书

AI DEEP REVIEW

AI 深度评测

7.8/10Recommended

A well-engineered, fully local memory and self-evolution plugin for DSH with thorough milestone tracking and honest inst

Code quality8

README documents unit tests, headless integration tests, and end-to-end verification across milestones M0-M6, plus a strict JSON validation/fallback pipeline, indicating solid engineering rigor.

Security7

The plugin is explicitly fully local with SQLite storage and states 'No data is uploaded anywhere', though no independent audit or permission details are provided.

Utility9

It addresses the common agent pain point of cross-session memory and self-evolution via a four-layer memory pyramid, recall injection, and skill synthesis.

Maintenance8

Last updated 2026-08-15 with all milestones M0-M6 marked complete and deployed to a real web profile, indicating active, ongoing development.

Docs7

The README covers architecture, roadmap, three install options, and detailed troubleshooting for peerDependency and duplicate loader issues, but the install command is listed as unknown and usage examples are sparse.

Generated by AI after reading the project README, as a decision aid; neutral scores are given when information is thin. Not an official endorsement.

PROJECT README项目说明展开Collapse

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PROJECT TOPICS

项目标签

agent-memory ai-agent deepseek-harness dsh dsh-plugin fts5 long-term-memory memory privacy self-improvement skill-synthesis sqlite

VALIDATION LADDER

验证进度

待结构检查

01市场发现Passed

02归类识别Passed

03结构检查Pending

04实机验证Pending

FAQ

Frequently Asked Questions

What is dsh-self-improved used for?

DeepSeek Harness long-term memory & self-evolving plugin: L0 capture -> L1 memory extraction -> L2 scene grouping -> L3 user persona, auto recall injection + skill synthesis, fully local.

How popular is dsh-self-improved?

dsh-self-improved has 8 stars and 0 forks on GitHub, last updated 2026-08-15.

What license does dsh-self-improved use?

dsh-self-improved is distributed under the MIT license.

Is dsh-self-improved compatible with DeepSeek Harness?

dsh-self-improved 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

/10类依据

项目类型技能

功能/10类Agent 与会话

规则置信度High

System reads GitHub Topics first, then compares against the in-site category dictionary and word-root rules. Current match:skill-synthesis、agent-memory、long-term-memory、memory、privacy、sqlite。