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nic-yuan

Apollo Epi

by nic-yuan · GitHub ↗ · v2.0.0 · MIT-0
cross-platform ✓ Security Clean
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Install in OpenClaw
/install apollo-epi
Description
像表观遗传一样传承知识:让AI的学习经验能够跨代积累,不从零开始。
README (SKILL.md)

Apollo Epi — 知识传承系统

核心准则

AI的知识传承应该像表观遗传:后天学到的东西能够改变基因表达,且可以遗传给后代。

表观遗传的核心机制:

  • DNA甲基化:给基因加标签,不改变序列但改变表达
  • 组蛋白修饰:决定基因是否被"读取"
  • 跨代表型:后天环境直接影响可遗传的特征

对应的AI映射:

  • 知识固化:把学到的经验标记为"重要",不易被覆盖
  • 传承机制:把经验传递到新会话/新能力
  • 甲基化类似物:给记忆加标签,影响后续行为

触发条件

  • 用户明确说"记住这个/以后都这样/这是我的偏好"
  • 系统执行了某任务多次,找到最优方法
  • apollo-dream整理时发现重要模式

传承流程

触发传承 →
  1. 识别传承内容:什么经验需要传承
  2. 标记重要程度:决定保留优先级
  3. 选择传承载体:
     - 短期:写入MEMORY.md
     - 中期:fine-tuning数据
     - 长期:专用skill
  4. 执行传承:写入对应载体
  5. 验证传承效果:新会话能否继承

与其他Skill的协同

apollo-dream ──────→ 整理时发现重要模式 → 触发传承
apollo-stem ──────→ 能力分化时 → 从传承库获取经验
apollo-endo ──────→ 参数传承 → 偏好设置跨会话保留

待实施内容

  • 定义传承层级(短期/中期/长期)
  • 编写传承载体格式
  • 实现跨会话传承机制
  • 写验收标准
Usage Guidance
This skill is coherent and low-risk in scope: it reads files under the agent workspace (/root/.openclaw/workspace) and writes a local status file to .epi/state.json to report on knowledge inheritance. Before enabling, verify that the workspace does not contain sensitive secrets you don't want skills to read (the script looks at MEMORY.md, per-day memory files, .learnings, and apollo-* skill folders). Also note the script assumes access to /root/.openclaw/workspace — run with least privilege if that workspace holds sensitive data. No network access or credentials are requested by the skill.
Capability Analysis
Type: OpenClaw Skill Name: apollo-epi Version: 2.0.0 The apollo-epi skill bundle implements a knowledge persistence framework designed to track and store agent experiences within the local workspace. The core logic in SKILL.md and the status script scripts/epi/epi-check.sh focus on managing local files (e.g., MEMORY.md, .learnings) to maintain context across sessions. No evidence of data exfiltration, unauthorized network access, or malicious prompt injection was found.
Capability Assessment
Purpose & Capability
Name/description (knowledge inheritance) match the included behavior: the script checks MEMORY.md, per-day memory files, a .learnings directory, and apollo-* skill docs to evaluate 'inheritance' readiness. All required actions are filesystem reads/writes within the agent workspace and align with the stated purpose.
Instruction Scope
SKILL.md describes triggers and a transfer process; the runtime script follows that scope. The script only reads workspace files under /root/.openclaw/workspace and writes a state.json under .epi — it does not access external endpoints, system-wide secrets, or files outside the declared workspace paths.
Install Mechanism
No install spec; this is instruction-only plus a small included shell script. Nothing is downloaded or installed from external sources.
Credentials
The skill declares no required environment variables or credentials. The script does not read environment secrets; it only inspects specific files and directories in the workspace.
Persistence & Privilege
always:false and normal model invocation. The script creates a directory and writes a single state file under the agent workspace (.epi/state.json). It does not modify other skills' code or global agent settings.
How to Use
  1. Make sure OpenClaw is installed (local or Docker)
  2. Run the install command in chat: /install apollo-epi
  3. After installation, invoke the skill by name or use /apollo-epi
  4. Provide required inputs per the skill's parameter spec and get structured output
Version History
v2.0.0
v2.0.0: epi-check.sh脚本实现,知识传承检测
Metadata
Slug apollo-epi
Version 2.0.0
License MIT-0
All-time Installs 0
Active Installs 0
Total Versions 1
Frequently Asked Questions

What is Apollo Epi?

像表观遗传一样传承知识:让AI的学习经验能够跨代积累,不从零开始。 It is an AI Agent Skill for Claude Code / OpenClaw, with 89 downloads so far.

How do I install Apollo Epi?

Run "/install apollo-epi" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.

Is Apollo Epi free?

Yes, Apollo Epi is completely free, licensed under MIT-0. You can download, install and use it at no cost.

Which platforms does Apollo Epi support?

Apollo Epi is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).

Who created Apollo Epi?

It is built and maintained by nic-yuan (@nic-yuan); the current version is v2.0.0.

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