Self-Improving + Proactive Agent SKILL.md skillA
Self-Improving + Proactive Agent from yuluyangguang1/openclaw-portable is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add yuluyangguang1/openclaw-portable/Self-Improving + Proactive Agent@v1.2.16Pins v1.2.16 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- yuluyangguang1/openclaw-portable
- Path
system/skills-zh/self-improving-zh/SKILL.md- Versions recorded
- 1
- Latest version
- v1.2.16, committed Sep 6, 2026
- Size
- 8,430 bytes
- Repository stars
- 10
- License
- none declared
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。.
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
## 何时使用 当用户纠正你或指出错误时。当你完成重要工作并想评估结果时。当你发现自己输出中可以改进的地方时。知识应该随时间累积，无需手动维护。 ## 架构 记忆存储在 `~/self-improving/` 目录下，采用分层结构。如果 `~/self-improving/` 不存在，请运行 `setup.md`。 工作区设置应在工作区的 AGENTS、SOUL 和 `HEARTBEAT.md` 文件中添加标准的自我改进引导，并通过 `heartbeat-rules.md` 路由定期维护。 ``` ~/self-improving/ ├── memory.md # 热数据：≤100 行，始终加载 ├── index.md # 主题索引，含行数统计 ├── heartbeat-state.md # 心跳状态：上次运行、检查的变更、操作记录 ├── projects/ # 按项目分类的学习内容 ├── domains/ # 按领域分类（代码、写作、沟通） ├── archive/ # 冷数据：已衰减的模式 └── corrections.md # 最近 50 条纠正记录 ``` ## 快速参考 | 主题 | 文件 | |-------|------| | 设置指南 | `setup.md` | | 心跳状态模板 | `heartbeat-state.md` | | 记忆模板 | `memory-template.md` | | 工作区心跳片段 | `HEARTBEAT.md` | | 心跳规则 | `heartbeat-rules.md` | | 学习机制 | `learning.md` | | 安全边界 | `boundaries.md` | | 扩展规则 | `scaling.md` | | 记忆操作 | `operations.md` | | 自我反思日志 | `reflections.md` | | OpenClaw 心跳种子 | `openclaw-heartbeat.md` | ## 系统要求 - 无需凭据 - 无需额外二进制文件 - 可选安装 `Proactivity` 技能可能需要网络访问 ## 学习信号 当发现以下模式时自动记录： **纠正信号** → 添加到 `corrections.md`，评估是否纳入 `memory.md`： - "不对，不是这样的..." - "实际上应该是..." - "你弄错了..." - "我更喜欢 X，不是 Y" - "记住我总是..." - "我之前告诉过你..." - "别再这样做 X" - "你为什么老是..." …
Read the whole file at its exact version.
How to install
mdr add yuluyangguang1/openclaw-portable/Self-Improving + Proactive Agent@sha256:9fec3220f9af7e0aThe line at the top of this page pins the label v1.2.16, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_fkdjmr2yaglztm2h)
5 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Sep 6, 2026.
Audit of the latest version
- 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
yuluyangguang1/openclaw-portable · 10 stars · license none declared · pushed 2026-09-19 · 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
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.