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xushilianzhuren /

xushilianzhuren/dsh-self-evolve

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自我进化治理守卫:一个端点答完自改进智能体的九环治理——学习/进化/迭代/反思/复盘/评估/更新/升级逐环验正本在场;两条铁轨不可绕:无验证读数的自我改进不许发布(感觉变好≠变好),每条自主升级路径必内建操作者一句话断路器且能力越强开关越醒目。

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READMESource: main@d0f0ccbd

dsh-self-evolve

Self-evolution governance guard — one endpoint that audits the nine-verb governance rings of any self-improving agent: learn / evolve / iterate / reflect / review / evaluate / update / upgrade.

The two rails (non-negotiable)

  1. No unverified self-improvement — every improvement claim ships with a verifiable metric (correlation against external truth); "it feels better" does not ship.
  2. Stop-switch on every ladder — every autonomous-upgrade path embeds an operator one-sentence kill-switch, and the switch grows MORE visible as capability grows.

Use

dsh plugin add github:<owner>/dsh-self-evolve
curl "http://127.0.0.1:<port>/self-evolve/api?act=rings&root=~/.dsh"
curl "http://127.0.0.1:<port>/self-evolve/api?act=rails"

Point config.root at your policy directory; put the ring key-phrases into your policy file and the nine rings turn green. Wire into monthly audit — a broken ring means the improvement loop is spinning without governance.

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