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zoahdev/dsh-rule-evolve

Verification-driven self-evolution loop: failure logs become verified AGENTS.md rules; in-session plugin (evolve_learn / evolve_apply / evolve_touch / evolve_recall), tool-verify gate, rule lifecycle, local recall.

Stars ★ 0 Category Development & Runtime Listed 2026-08-15

Install

Inside DeepSeek Harness, with dsh-market

dsh plugin --profile web add dshmarket

Or from the command line

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

Installing runs third-party code with your own permissions — it can read your files, use your credentials and reach the network. Review the source first, and pin a commit (github:owner/repo#sha) when you can.

README

This plugin publishes its README in Chinese only.

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)。

Content from the project README on GitHub ↗