Agent 与会话技能

dsh-evolve

chenzheshushi-commits/dsh-evolve

dsh-evolve is a tool for DeepSeek Harness. Self-evolving memory + skill lifecycle for DeepSeek Harness — durable cross-session memory with zero-token deterministic recall, tiered approval, reinforcement learning from repetition, and anti-bloat convergence for both skills and memory.

查看仓库

chenzheshushi-commits/dsh-evolve Screenshot preview

Stars: 5
Forks: 0
Issues: 0
Update: 22 days

REVIEW SCORECARD

评测成绩单

7.8/10Average

detail.dimSecurity9.0

detail.dimQuality5.4

detail.dimContent7.0

detail.dimDeps7.0

detail.dimMaintenance9.0

✓ 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

8.0/10Recommended

A well-documented, actively maintained memory and skill-lifecycle plugin with graceful degradation and no obvious securi

Code quality8

README documents a build step, smoke tests, a registration probe, and web-route e2e tests, plus graceful fallbacks when SQLite/FTS5 or git/tar are missing, indicating deliberate engineering.

Security7

No download-and-execute or credential handling is described; the plugin stores data locally, uses an isolated no-tools LLM review pass, and takes reversible backups, though the install command is listed as unknown and the code itself was not inspected.

Utility9

It targets the common and real pain of agents forgetting between sessions, adding durable memory, skill crystallization, tiered approval, and anti-bloat pruning that most memory plugins lack.

Maintenance8

Last updated 2026-08-25, not archived, MIT licensed, and the README references a pinned v0.5.2 release, indicating ongoing releases.

Docs8

The README covers requirements, install commands, feature behavior, and degradation semantics in detail, though the directory's install command field is unknown and the excerpt is truncated mid-sentence.

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

正在读取 GitHub README...

PROJECT TOPICS

项目标签

ai-agent deepseek-harness dsh dsh-plugin long-term-memory memory self-evolving skills

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-evolve used for?

Self-evolving memory + skill lifecycle for DeepSeek Harness — durable cross-session memory with zero-token deterministic recall, tiered approval, reinforcement learning from repetition, and anti-bloat convergence for bot

How popular is dsh-evolve?

dsh-evolve has 5 stars and 0 forks on GitHub, last updated 2026-08-25.

What license does dsh-evolve use?

dsh-evolve is distributed under the MIT license.

Is dsh-evolve compatible with DeepSeek Harness?

dsh-evolve 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:skills、long-term-memory、memory。