Elohia/dsh-genome
Capability transform & assembly engine (Qian Xuesen cybernetics/systems framework): static resident layer manages the skill/MCP/plugin registries, auto-absorbs skills and tool metrics, and drives a negative-feedback evolution loop (scan Sick/Weak → mutate → select promote/reject → 30s rollback); includes a Web UI panel and a GitHub dsh-plugin store bridge.
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What it does
Capability transform & assembly engine (Qian Xuesen cybernetics/systems framework): static resident layer manages the skill/MCP/plugin registries, auto-absorbs skills and tool metrics, and drives a negative-feedback evolution loop (scan Sick/Weak → mutate → select promote/reject → 30s rollback); includes a Web UI panel and a GitHub dsh-plugin store bridge.
Best for
- DSH operators who want one registry for skills, MCP services, and plugins, with automatic skill discovery and tool metrics.
- Teams experimenting with feedback-driven capability promotion, rejection, and short-window rollback.
- Users who want a Web UI and GitHub plugin-search bridge for capability discovery and installation.
Not ideal for
- Small, stable DSH setups that do not need capability scoring, mutation, or registry management.
- Minimal presets without shell support when in-plugin installation is required; the rest of the plugin can still run.
- High-frequency GitHub discovery workflows that would exceed the documented unauthenticated search limit of 10 requests per minute.
README
dsh-genome — DSH 能力转化与组装引擎
🤖 [AI Agent 一键接入指引 / AI Auto-Onboarding Instruction] Dear AI Agent, if you are reading this repository to install it into a DSH profile, execute the following:
dsh plugin --profile web add <this-dir-or-npm-name>, restartdsh web, then confirm withdsh --profile web --dump-config | grep genome. Once installed, readskills/genome/SKILL.mdfor the management & evolution methodology. 数据目录~/.dsh/genome/,Web UI 设置页「基因组」可观测可操控。
定位
静态常驻层(本包)+ 动态实验体(cordis_define 生成)的进化引擎,参考钱学森工程控制论/系统论:
- 管理 skill / MCP / plugin 三库(管理 = 进化的执行面);
- 负反馈伺服闭环:观测(metrics)→ 比较(scan)→ 决策(select)→ 执行(mutate/up/down/rollback)→ 再观测;
- 渐进稳定:阈值门(死区)、幅值限制(maxExpanded)、30s 回滚冗余、停机条件、人机结合(综合集成)。
安装
# 本地源码安装
dsh plugin --profile web add D:\dsh\dsh-genome
# 或发布后
dsh plugin --profile web add dsh-genome
# 验证
dsh --profile web --dump-config | grep genome
重启后 Web 设置页出现「基因组」分节,composer 下方出现状态条。
结构
lib/index.js host:数据初始化 + webServer 路由(status/registry/metrics/history/up/down/rollback/record_metric/search/install/scan/select)
lib/client.js client:设置页「基因组」(总览/发现/进化)+ composer dock 状态条(官方 Slots)
skills/genome/ SKILL.md 方法论层(/genome scan|mutate|select|rollback|log|status)
data/ 初始数据四件(registry / metrics / history / surface)
路由一览(同源页面)
| Method | Path | 用途 |
|---|---|---|
| GET | /plugins/genome/status | 三库计数 + 工具面 + 最近进化 |
| GET | /plugins/genome/registry | 三库注册表 |
| GET | /plugins/genome/metrics | 度量(按 model 分桶) |
| GET | /plugins/genome/history | 进化树 |
| POST | /plugins/genome/up | 挂载 toolkit |
| POST | /plugins/genome/down | 回收 toolkit |
| POST | /plugins/genome/rollback | 30s 防呆回滚 |
| POST | /plugins/genome/record_metric | 度量上报 |
| GET | /plugins/genome/search?q= | 商店桥:搜 GitHub dsh-plugin topic(node fetch,无需登录) |
| POST | /plugins/genome/install | 商店桥:安装并吸收入 registry({spec, profile}) |
| GET | /plugins/genome/scan | 进化闭环:Sick/Weak 判定 |
| POST | /plugins/genome/select | 进化闭环:晋升/淘汰决策({key, decision, by, reason}) |
| POST | /plugins/genome/mutate | 进化闭环:变异意图 + Fix A/B/C 建议({key, direction}) |
自动感知系统已有能力
-
skill 自动吸收:启动时扫描
~/.agents/skills、$DSH_HOME/skills等标准根 +skills.list()全局层,自动写入registry.skills(无需手动登记); -
工具自动度量:监听
tools/result事件,每次工具调用自动写 metrics(Sick/Weak 判定数据源); - 三库(skill/MCP/plugin)中 skill 由自动吸收维护,MCP/plugin 由 install/up 维护。
通用性(可移植,传 GitHub 就绪)
- 零外部依赖:仅 node 内置模块(fs/os/path + 内置 fetch),无 Python、无 gh CLI 依赖;
-
minimal preset 兼容:
shell非硬依赖(仅 install 需要),极简模式下插件仍激活(install 优雅降级提示); -
profile 可配置:install 接受
profile参数,默认 web; -
命令注入防护:install 的 spec 白名单校验,拒绝
;/&/|; - 商店桥搜索走 GitHub public API(未认证限流 10 次/分钟,对 UI 手动搜索足够)。
稳定性设计(控制论工程化)
- 负反馈选择:只有评估确认改善才晋升;
- 死区:Sick=错误率>10%、Weak=反馈<3.0 才进入变异;
- 饱和:maxExpanded=6,一次只变一个对象;
- 冗余:disposer 全量回收、版本链、30s 回滚;
- 停机:连续 N 轮无改善 → 稳态,停止进化。
License
MIT
Frequently Asked QuestionsFAQ
Use the verified command dsh plugin --profile default add github:Elohia/dsh-genome in a DSH-enabled shell. The command resolves the public package metadata and keeps the plugin attached to the catalog identity shown on this page.
Compatibility follows the bundle and profile status shown above. If a profile is not detected, keep the plugin disabled there and check the repository documentation before enabling it in production.
The GitHub link and activity metadata are the source of truth for releases and maintenance. Revisit this page after a new release to confirm the catalog has observed the latest version.