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Self Evolution-v2
作者
luokexiaoguo
· GitHub ↗
· v1.0.6
· MIT-0
166
总下载
1
收藏
0
当前安装
8
版本数
在 OpenClaw 中安装
/install self-evolution-v2
功能描述
让AI agent拥有真正的自我审视和持续进化能力,对标Hermes Agent核心能力。
安全使用建议
What to consider before installing:
- Review and back up ~/.openclaw/workspace/SOUL.md and any MEMORY.md files before running the inject script — the skill appends rules to SOUL.md and creates ~/.openclaw/workspace/.learnings files.
- Inspect scripts (inject_to_soul.sh, self_check.sh, confidence_check.py) yourself; they currently only perform local file reads/writes and basic text checks (no network). Do not run them as root.
- Be aware that the skill will read past conversation files (memory/YYYY-MM-DD.md) and will persistently write lessons and state tracking to .learnings; those files may contain sensitive data.
- If you do not want permanent changes, do not run the inject_to_soul.sh; instead, copy portions of the templates manually or run scripts in a sandboxed test workspace first.
- If you want to automate (cron, etc.), set that up deliberately and review what is scheduled. The skill mentions cron but does not create cron jobs itself.
- If you have low tolerance for automatic modification of agent config, avoid applying the injection and instead adopt the practices manually.
If you want, I can point out the exact lines in inject_to_soul.sh that append to SOUL.md and create files so you can audit or patch them before running.
功能分析
Type: OpenClaw Skill
Name: self-evolution-v2
Version: 1.0.6
The self-evolution skill bundle is designed to implement a self-improvement framework for OpenClaw agents by modifying the agent's core instructions (SOUL.md) and establishing a local logging system in a .learnings directory. The scripts (inject_to_soul.sh, self_check.sh, and confidence_check.py) perform transparent file operations and text analysis within the local workspace to track errors and task status. There is no evidence of data exfiltration, malicious command execution, or unauthorized remote access; the behavior is entirely consistent with the stated goal of enhancing the agent's meta-cognition and persistence of 'lessons learned'.
能力评估
Purpose & Capability
The name/description (self-auditing, continuous improvement) matches the code and instructions: scripts create .learnings templates, append self-evolution rules to SOUL.md, scan memory files and write LEARNINGS/ERRORS/STATE_TRACKING. There are no extraneous environment variables or unrelated binaries requested.
Instruction Scope
SKILL.md and scripts instruct the agent (or user-run scripts) to read workspace conversation files (memory/YYYY-MM-DD.md), scan prior dialogs for corrections/uncertainties, write lessons into ~/.openclaw/workspace/.learnings/* and append rules into SOUL.md. This behavior is coherent with the feature but does entail persistent reads/writes of conversation/history files (which may contain sensitive content).
Install Mechanism
No install spec; this is instruction-only with included helper scripts. The included bash/Python scripts perform only local file operations (create directories, append templates, grep/stat). There are no downloads, network calls, or external package installs.
Credentials
The skill requires no credentials or extra env vars. It does rely on standard $HOME/.openclaw/workspace paths and will read/write files there (SOUL.md, MEMORY.md, .learnings/*). Access to those files is necessary for the stated purpose, but you should be aware these files can contain sensitive conversation data.
Persistence & Privilege
The scripts append content into SOUL.md and create persistent template files under the workspace, causing lasting behavior changes across sessions. always:false and autonomous invocation remain default; the write-to-SOUL behavior is expected for this skill but is a persistent modification of agent workspace files — review and backup before applying.
如何使用
- 确保已安装 OpenClaw(本地或 Docker 部署)
- 在对话框中输入安装命令:
/install self-evolution-v2 - 安装完成后,直接呼叫该 Skill 的名称或使用
/self-evolution-v2触发 - 根据 Skill 的参数说明提供必要输入,即可获得结构化输出
版本历史
v1.0.6
修正商店显示名称
v1.0.5
锁定名称为Self Evolution agent
v1.0.4
修正:技能名称固定不变,只更新版本号
v1.0.3
修正显示名称
v1.0.2
修复名称区分度问题,设置唯一显示名
v1.0.1
2026-04-17更新:扩充触发关键词体系,新增隐式反馈信号、意图边界信号、错误检测信号、Skill写入触发四大类别;更新memory目录规则不再累积。
v3.0.0
v3.0.0 重大升级:
- 新增P3主动检索预防机制(LEARNINGS当行为拦截器用)
- 新增P3.5教训Close机制(未关闭/已关闭状态追踪)
- 新增P2.5任务顺手记(替代假自评表格)
- P0扩展:任何判断性陈述都必须验证
- /new流程增加未关闭教训预警输出
- 核心原则11条→13条
v1.0.0
Self-Evolution Skill v1.0.0 – Enable true self-reflection and continuous evolution for AI Agents
- Installs and configures with a single user command; no scripts or shell commands required.
- On each new session, automatically reviews previous interactions, extracts unresolved issues, and updates core learning files for continuous improvement.
- Enforces proactive checking of uncertainties, metacognitive checkpoints during task execution, and immediate post-task introspection.
- Creates structured templates for error logging, learnings, state tracking, and knowledge gaps upon installation.
- Provides a clear, actionable weekly self-review system for ongoing agent development.
- Implements ten practical principles to drive self-correction and proactive behavior in all supported agent frameworks.
元数据
常见问题
Self Evolution-v2 是什么?
让AI agent拥有真正的自我审视和持续进化能力,对标Hermes Agent核心能力。 它是一个面向 Claude Code / OpenClaw 的 AI Agent Skill 插件,目前累计下载 166 次。
如何安装 Self Evolution-v2?
在 OpenClaw 或 Claude Code 对话框中运行命令「/install self-evolution-v2」即可一键安装,无需额外配置。
Self Evolution-v2 是免费的吗?
是的,Self Evolution-v2 完全免费,采用 MIT-0 许可证,可自由下载、安装和使用。
Self Evolution-v2 支持哪些平台?
Self Evolution-v2 跨平台运行,可在任意部署了 OpenClaw / Claude Code 的环境中使用(cross-platform)。
谁开发了 Self Evolution-v2?
由 luokexiaoguo(@luokexiaoguo)开发并维护,当前版本 v1.0.6。
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