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Install in OpenClaw
/install apollo-stem
Description
像干细胞一样自我更新和分化：让AI能够定期更新核心能力，同时保持已有的有效经验。
README (SKILL.md)
Apollo Stem — 系统自我更新系统
核心准则
AI的能力更新应该像干细胞的自我更新：既能维持核心库，又能生成新的特化能力。
干细胞的核心能力：
- 自我更新：干细胞分裂成两个干细胞，维持干细胞库稳定
- 多向分化：干细胞可以变成各种特化细胞
- 干性平衡：太多自我更新→没有特化能力；太多分化→干细胞耗竭
对应的AI映射：
- 自我更新：定期重建核心能力池，但不丢失已有经验
- 分化：生成新的专用skill/能力
- 干性平衡：通用性和专用性的平衡
触发条件
- 用户明确说"更新能力/升级/重建"
- 系统检测到核心能力过时（长期未更新的skill）
- Apollo Skill体系有重大架构调整
重建流程
触发重建 →
1. 评估当前能力库：哪些skill有效、哪些过时
2. 制定分化计划：需要新增哪些能力
3. 执行自我更新：更新核心skill
4. 执行分化：生成新能力
5. 验证新能力：确保更新后系统正常
与其他Skill的协同
apollo-autophagy ──→ 清理旧能力 → 为新能力腾空间
apollo-epi ──→ 知识传承 → 保留经验到新能力
apollo-overview ──→ 能力地图 → 指导分化方向
待实施内容
- 定义能力库评估标准
- 编写能力状态文件
- 实现分化机制
- 写验收标准
Usage Guidance
This skill appears coherent and implements a workspace health/check routine without requesting credentials or network access. Before installing, confirm: (1) running agent has permission to read other skills and to write in /root/.openclaw/workspace (or adjust paths to a less privileged workspace); (2) any sensitive data is not present in SKILL.md files or .learnings/LEARNINGS.md (the script will read them); and (3) you are comfortable with the skill creating its own state file under the workspace. If you want tighter boundaries, modify the script to use a non-root workspace path and/or to exclude specific skill directories from inspection.
Capability Analysis
Type: OpenClaw Skill
Name: apollo-stem
Version: 2.0.0
The apollo-stem skill bundle is designed to manage the lifecycle and 'self-renewal' of an AI agent's skill library. The SKILL.md file provides conceptual instructions for the agent to evaluate, update, and generate new skills, while the scripts/stem/stem-check.sh script performs local diagnostics on the OpenClaw workspace to track skill modification times and implementation status. No indicators of data exfiltration, malicious execution, or unauthorized access were found; the code and instructions are consistent with the stated purpose of autonomous skill management.
Capability Assessment
Purpose & Capability
The SKILL.md describes self-update triggers and a rebuild workflow; the included shell script implements checks against the agent workspace (skill files, workflow state, learnings) which is consistent with assessing update readiness and planning 'differentiation'. No unrelated services, binaries, or secrets are requested.
Instruction Scope
Instructions and the script access files under /root/.openclaw/workspace (skills, .workflow/state.json, .learnings/LEARNINGS.md) and will read many SKILL.md files to evaluate status. This is coherent with the skill's purpose, but it does mean the skill will inspect other skills' contents and the workspace; review those files for sensitive data before running in a privileged context.
Install Mechanism
There is no install spec and no external downloads; the only artefact is an included shell script. This minimizes supply-chain risk.
Credentials
The skill requires no environment variables, credentials, or network access. It only reads/writes within the agent workspace, which is proportionate to its stated monitoring purpose.
Persistence & Privilege
always:false and the skill is user-invocable (normal). The script writes its own state file to /root/.openclaw/workspace/.stem/state.json — this is reasonable for its function but does require filesystem write access to the workspace and assumes a /root path; confirm the execution environment and permissions are appropriate.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install apollo-stem - After installation, invoke the skill by name or use
/apollo-stem - Provide required inputs per the skill's parameter spec and get structured output
Version History
v2.0.0
v2.0.0: stem-check.sh脚本实现，自我更新检测
Metadata
Frequently Asked Questions
What is Apollo Stem?
像干细胞一样自我更新和分化：让AI能够定期更新核心能力，同时保持已有的有效经验。 It is an AI Agent Skill for Claude Code / OpenClaw, with 91 downloads so far.
How do I install Apollo Stem?
Run "/install apollo-stem" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Apollo Stem free?
Yes, Apollo Stem is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does Apollo Stem support?
Apollo Stem is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created Apollo Stem?
It is built and maintained by nic-yuan (@nic-yuan); the current version is v2.0.0.
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