DeepSeek Harness 插件

zoahdev/dsh-rule-evolve

Star 数 ★ 0 分类 开发与运行时 收录于 2026-08-15

验证驱动的自我进化循环：失败日志自动变成经过验证的 AGENTS.md 规则；会话内插件（evolve_learn/evolve_apply/evolve_touch/evolve_recall）、工具体检、规则生命周期、本地召回。

安装

# GitHub 源码（首次需按提示配置 allowBuilds 构建授权后重试）

dsh plugin --profile web add github:zoahdev/dsh-rule-evolve#path:/plugin

装任何插件都等于在你的机器上跑第三方代码，权限和你本人一样大——能读你的文件、用你的凭据、访问网络，工具审批管不到它。GitHub 来源的插件还会在安装时执行构建脚本。请只安装可信来源，并尽量锁定 commit（github:owner/repo#sha）。

README

In-session self-evolution for DeepSeek Harness. Install the plugin, and your agent can learn from failures and install verified rules into the profile — without leaving the conversation.

Install

dsh plugin --profile web add github:zoahdev/dsh-rule-evolve#path:/plugin

Tools

Tool What it does
evolve_learn Extracts lessons from a failure log or retrospective and persists them to profiles/<p>/data/dsh-evolve/experience.jsonl
evolve_apply Verifies rules with a user-supplied command, then installs them into profiles/<p>/AGENTS.md (backup created); refuses to install unverified rules

Example flow the agent can run itself:

evolve_learn(task: "fix plugin install", experience: <error log>, hint: "check allowBuilds")
evolve_apply(profile: "web", verifyCmd: "node <doctor>/lib/bin.js check <repo> --json")

Rules are auditable: each one carries its source, tag, and last verification status. Same core logic as the CLI (dsh-evolve extract/evolve/audit).

中文

把自我改进循环装进 DSH：agent 在会话里直接从失败日志提取规则，经真实检查 验证后安装进 profile 的 AGENTS.md（自动备份），未验证的规则绝不安装。

dsh plugin --profile web add github:zoahdev/dsh-rule-evolve#path:/plugin

两个工具：evolve_learn（失败→经验）、evolve_apply（验证→安装）。

内容来自项目 README（GitHub）↗

链接

GitHub 仓库 ↗ 通过 dsh-market 安装 ↗

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