dsh-rule-evolve (plugin)

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）。