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Install in OpenClaw
/install skill-evolve
Description
自进化技能管理器 — 复杂任务后自动将经验固化为 SKILL.md，下次同类任务直接复用
Usage Guidance
This skill is coherent and low-risk as delivered, but review these before installing: 1) Confirm the agent's `write`/`edit` tools are sandboxed to ~/.openclaw/workspace/skills and cannot escape to other paths. 2) Do not store passwords, API keys, or other secrets in SKILL.md; add a guideline or filter to redact secrets before saving. 3) Replace or limit examples that use `rm -rf` with safer deletion flows (e.g., prompts, trash, or targeted removal) to avoid accidental data loss. 4) Set restrictive file permissions on the workspace and periodically audit SKILL.md contents for sensitive data. If you cannot verify the agent tools' filesystem boundaries, consider running this skill in a restricted/test agent first.
Capability Analysis
Type: OpenClaw Skill
Name: skill-evolve
Version: 1.0.0
The skill bundle is a 'Self-evolving Skill Manager' designed to help an AI agent record and reuse workflows by managing markdown files in a local workspace directory (~/.openclaw/workspace/skills/). While the instructions guide the agent to use file system tools (write, edit, rm, ls) and suggest recording environment-specific details like port numbers or password handling logic, the behavior is strictly aligned with the stated purpose of task efficiency and lacks any indicators of malicious intent, data exfiltration, or unauthorized persistence.
Capability Assessment
Purpose & Capability
The name/description (auto-solidify experience into SKILL.md) matches the instructions: all guidance focuses on creating, editing, listing and deleting SKILL.md under ~/.openclaw/workspace/skills. No unrelated credentials, binaries, or installs are requested.
Instruction Scope
Instructions explicitly instruct writing, editing, viewing, and deleting files in ~/.openclaw/workspace/skills and reference using `write`/`edit` tools and shell commands (ls, cat, rm -rf). They do not instruct reading arbitrary system files or environment variables, but the examples encourage recording environment-specific details which could lead to persisting secrets or sensitive config data if operators are careless. The use of rm -rf in examples is potentially dangerous if misapplied.
Install Mechanism
No install spec and no code files — lowest-risk, instruction-only skill. Nothing will be downloaded or written by an installer as part of skill installation.
Credentials
The skill requests no env vars or credentials (proportional), but its purpose (recording environment-specific issues) means users or the agent might accidentally write passwords, tokens, or other secrets into SKILL.md files. There is no guidance in the doc to avoid storing secrets or to use a secret store.
Persistence & Privilege
The skill is not marked always:true and does not request system-wide configuration changes or other skills' credentials. It prescribes creating files within a specific workspace path, which is normal for a skill manager. Note: default autonomous invocation is allowed by platform but is not a specific additional risk here.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install skill-evolve - After installation, invoke the skill by name or use
/skill-evolve - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
Initial release — self-evolving skills manager inspired by Hermes Agent
Metadata
Frequently Asked Questions
What is Skill Evolve?
自进化技能管理器 — 复杂任务后自动将经验固化为 SKILL.md，下次同类任务直接复用. It is an AI Agent Skill for Claude Code / OpenClaw, with 144 downloads so far.
How do I install Skill Evolve?
Run "/install skill-evolve" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Skill Evolve free?
Yes, Skill Evolve is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does Skill Evolve support?
Skill Evolve is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created Skill Evolve?
It is built and maintained by lorinwei (@lorinwei); the current version is v1.0.0.
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