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Install in OpenClaw
/install xiaozhi-learning-dna
Description
小龙虾"长期记忆"的核心引擎——学习DNA档案。每当学生开始新对话、 自我介绍、填写学习信息、说"记住我"、"我的情况是"、"更新我的档案", 或任何需要小龙虾了解这个学生是谁时,必须激活此SKILL。 没有学习DNA,小龙虾每次对话都是"失忆状态";装了此SKILL, 它才能真正记住这个孩子——弱点、风格、目标...
Usage Guidance
This SKILL's functionality (building a persistent student profile) matches its description, but before installing you should verify how and where the '学习DNA' will be stored and who/what can access it. Ask the publisher or platform these specific questions: 1) Storage location and ownership — is the profile stored locally, on the platform, or sent to a third-party server? 2) Access control — which other skills or services can read/write this data? Are ACLs enforced per user? 3) Consent and age policy — how is parental consent obtained for minors and is there an age-gating policy? 4) Retention and deletion — how can a user (or parent) export or permanently delete their data? 5) Encryption and logs — is data encrypted at rest/in transit and are access logs available? 6) Opt-out and visibility — can users disable 'silent checks' or automatic updates, or require explicit confirmation before saving? 7) Data minimization — is all the listed data necessary, and is sensitive data (exam scores, personal identifiers) limited? If you cannot get satisfactory answers to these, avoid installing the skill on accounts used by minors or in multi-user/shared agents. If you choose to proceed, test using a throwaway account first, and prefer deployments where the platform provides documented per-user storage, consent flows, and an audit trail.
Capability Analysis
Type: OpenClaw Skill
Name: xiaozhi-learning-dna
Version: 1.0.0
The 'xiaozhi-learning-dna' skill bundle consists entirely of Markdown instructions and templates designed to help an AI agent maintain a personalized learning profile for a student. It contains no executable code, external network requests, or instructions to access sensitive system data. The data collection described (learning styles, academic strengths/weaknesses) is transparently aligned with the stated purpose of providing a personalized tutoring experience.
Capability Assessment
Purpose & Capability
The name/description (长期记忆 / 学习档案) match the instructions: collecting, updating, and retrieving a per-student 'learning DNA' is exactly what the SKILL asks to do. There are no unrelated environment variables, binaries, or install steps requested, so nothing appears extraneous. However, the SKILL asserts it is a '基础底层' relied on by other SKILLs but does not define any interface, API, or access controls for that cross-skill integration — an omission worth noting.
Instruction Scope
The runtime instructions direct the agent to (a) perform a silent check of the student's DNA at the start of every conversation, (b) automatically update the profile based on many trigger phrases and behaviors, and (c) expose/ share data with other SKILLs (错题本, IM提醒, etc.). The SKILL.md does not specify where '内部存储' lives, how data is isolated per user, whether updates require explicit consent, or how conflicts / deletion / export are handled. Silent retrieval and automatic updates without explicit consent and without storage/ACL details create a privacy and data-governance concern (especially because target users are students/minors).
Install Mechanism
This is an instruction-only skill with no install spec and no code files — minimal surface for executable supply-chain risk. There are no URLs, extract/install steps, or third-party packages referenced.
Credentials
The skill requests no environment variables or credentials, which is proportionate. However, it intends to collect and persist sensitive personal and behavioral data (grade/year, learning difficulties, exam scores, usage patterns, milestones). The SKILL.md provides no guidance on encryption, retention, data minimization, parental consent, or age checks — all relevant for student data. The absence of such controls is a privacy concern even though no secrets are requested.
Persistence & Privilege
The skill does not set always:true and does not require elevated platform privileges in metadata. Nevertheless, it implicitly requires persistent per-student storage and cross-skill access to that store (so it will be 'present' in subsequent conversations for the same user). The SKILL.md does not define retention, deletion, export or access auditing; that persistence requirement increases the practical risk surface (data accumulation for minors).
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install xiaozhi-learning-dna - After installation, invoke the skill by name or use
/xiaozhi-learning-dna - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
第一次发布,1.0.0版本
Metadata
Frequently Asked Questions
What is 学习DNA档案?
小龙虾"长期记忆"的核心引擎——学习DNA档案。每当学生开始新对话、 自我介绍、填写学习信息、说"记住我"、"我的情况是"、"更新我的档案", 或任何需要小龙虾了解这个学生是谁时,必须激活此SKILL。 没有学习DNA,小龙虾每次对话都是"失忆状态";装了此SKILL, 它才能真正记住这个孩子——弱点、风格、目标... It is an AI Agent Skill for Claude Code / OpenClaw, with 77 downloads so far.
How do I install 学习DNA档案?
Run "/install xiaozhi-learning-dna" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is 学习DNA档案 free?
Yes, 学习DNA档案 is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does 学习DNA档案 support?
学习DNA档案 is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created 学习DNA档案?
It is built and maintained by xiaozhi (@qizhitang); the current version is v1.0.0.
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