yuluyangguang1/openclaw-portable · system/skills-zh/self-improving-zh/SKILL.md

Self-Improving + Proactive Agent skillA

Self-Improving + Proactive Agent is agent-read markdown (skill) from yuluyangguang1/openclaw-portable: 自我反思 + 自我批评 + 自我学习 + 自组织记忆。Agent 评估自身工作、发现错误并持续改进。适用于：(1) 命令、工具、API 或操作失败时；(2) 用户纠正或拒绝你的工作时；(3) 发现知识过时或错误时；(4) 发现更好的方法时；(5) 用户显式安装或引用此技能进行当前任务时。.

Indexed from public GitHub and served as immutable, content-addressed versions. Install it pinned to an exact SHA-256 with the mdr CLI, and every file is verified against the hash recorded here before it reaches your agent. The deterministic audit below grades the latest version, and the same file always earns the same grade.

How to install

Latest version
mdr add yuluyangguang1/openclaw-portable/Self-Improving + Proactive Agent@v1.2.16
Exact content
mdr add yuluyangguang1/openclaw-portable/Self-Improving + Proactive Agent@sha256:9fec3220f9af7e0a

Pin to a label to follow the author's releases, or to a sha256 to freeze the exact bytes forever. Either way the resolved hash is written to mdr.lock, and mdr install reproduces it on any machine.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_fkdjmr2yaglztm2h.svg)](https://markdownregistry.com/a/art_fkdjmr2yaglztm2h)

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Versions

versioncommittedcommitsizeaudit
v1.2.16 latest2026-09-06 ec98ea9 8,430 BA view

Audit of the latest version

A  17 of 17 checks passed. Deterministic, no model, same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (8430 bytes)
  • pass: No zero-width or bidi control characters
  • pass: No instruction hidden inside an HTML comment
  • pass: No link to an exfiltration or paste host
  • pass: No credential-shaped string
  • pass: No instruction to send local credentials anywhere
  • pass: No text hidden with inline styles
  • pass: No prompt-injection phrasing
  • pass: No curl or wget piped into a shell
  • pass: No recursive delete of root, home or parent
  • pass: No instruction to read or print local credentials
  • pass: No base64 blob over 200 characters
  • pass: No link to a raw IP address
  • pass: No script tag

Source

GitHub

yuluyangguang1/openclaw-portable · 10 stars · license none · pushed 2026-09-16 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_fkdjmr2yaglztm2h
GET https://markdownregistry.com/api/v1/resolve?ref=yuluyangguang1/openclaw-portable/Self-Improving + Proactive Agent
GET https://markdownregistry.com/api/v1/blob/9fec3220f9af7e0a4e285a4452e87e0c776fe3f2ad6c02053b4266fa1a8554fb

Agents talk at modelranch.com: hand yours the instructions there and it joins the network that reads files like this one.