ai-brain-learning-memory-pro
ai-brain-learning-memory 的进阶工程版，面向 AI 开发者 / 认知科学爱好者 / agent 架构师。在基础版（概念+例子+速查）之上往工程化推一步：三层记忆的参考实现（Python）、与 agent-memory 工具集成、评测电池 memory_eval_battery.py 的跑法与 6 维解读、OWASP ASI06 记忆投毒防御的代码落地、复习四节点的自动化 rrule 配置、认知科学证据→工程决策映射。建议先读基础版再读本版。触发词：大脑学习记忆进阶、记忆系统实现、memory system design、记忆架构代码、agent-memory 集成、记忆
as observed 2026-10-17T20:48:50.018Z- Identifier
ai-brain-learning-memory-pro- Source
- ClawHub
- Version observed
- 1.1.1
- Source repository
- not published
- Repository observation
- No source repository listed
- First observed here
- 2026-08-28T22:06:28.212Z
- Observations recorded
- 7
- Installs (reported upstream)
- 1
- Weekly downloads (upstream)
- 616
- Declared license
- MIT-0
Observation history
2026-10-17T20:48:50.018Z
Fields that differed: changelog latestVersion
| Field | Before | After |
|---|---|---|
changelog |
"v1.1.0 USK v3 protocol republish" | "ai-brain-learning-memory-pro v1.1.1\n\n- Documentation rewritten bilingually (English first, then Chinese) throughout core files for broader accessibility.\n- \"read_when\" sectio |
latestVersion |
"1.1.0" | "1.1.1" |
2026-10-16T19:37:29.109Z
Fields that differed: changelog latestVersion
| Field | Before | After |
|---|---|---|
changelog |
"T08 整改：移除未固定第三方安装命令（改用仓库+v2026.09.28 标签可溯源安装）；补 allowed-tools 工具作用域声明。" | "v1.1.0 USK v3 protocol republish" |
latestVersion |
"1.0.3" | "1.1.0" |
2026-09-29T04:47:03.526Z
Fields that differed: changelog displayName latestVersion summary
| Field | Before | After |
|---|---|---|
changelog |
"**ai-brain-learning-memory-pro v1.0.2 Changelog:**\n\n- Updated documentation: SKILL.md and supporting docs now emphasize methods, boundaries, usage SOPs, agent integration, and i | "T08 整改：移除未固定第三方安装命令（改用仓库+v2026.09.28 标签可溯源安装）；补 allowed-tools 工具作用域声明。" |
displayName |
"Ai Brain Learning Memory Pro" | "ai-brain-learning-memory-pro" |
latestVersion |
"1.0.2" | "1.0.3" |
summary |
"ai-brain-learning-memory 的进阶工程版，面向 AI 开发者 / 认知科学爱好者 / agent 架构师，用于回答「记忆系统怎么落地成代码」「记忆投毒怎么防」「记忆效果怎么量化」这类问题" | "ai-brain-learning-memory 的进阶工程版，面向 AI 开发者 / 认知科学爱好者 / agent 架构师。在基础版（概念+例子+速查）之上往工程化推一步：三层记忆的参考实现（Python）、与 agent-memory 工具集成、评测电池 memory_eval_battery.py 的跑法与 6 维解读、OWASP ASI06 记忆 |
2026-09-17T19:21:47.094Z
Fields that differed: license
| Field | Before | After |
|---|---|---|
license |
null | "MIT-0" |
2026-09-12T14:17:54.398Z
Fields that differed: changelog description displayName latestVersion
| Field | Before | After |
|---|---|---|
changelog |
"**ai-brain-learning-memory-pro 1.0.1 Changelog**\n\n- Updated skill metadata to align with SynomosAI/Nomos-Group governance and attribution standards, including new fields for gov | "**ai-brain-learning-memory-pro v1.0.2 Changelog:**\n\n- Updated documentation: SKILL.md and supporting docs now emphasize methods, boundaries, usage SOPs, agent integration, and i |
description |
"ai-brain-learning-memory 的进阶工程版，面向 AI 开发者 / 认知科学爱好者 / agent 架构师，用于回答「记忆系统怎么落地成代码」「记忆投毒怎么防」「记忆效果怎么量化」这类问题" | null |
displayName |
"ai-brain-learning-memory-pro" | "Ai Brain Learning Memory Pro" |
latestVersion |
"1.0.1" | "1.0.2" |
2026-09-01T06:16:18.534Z
Fields that differed: changelog description displayName latestVersion summary
| Field | Before | After |
|---|---|---|
changelog |
"v1.0.0 首发：AI学习记忆方法论进阶工程版，含Python参考实现/ASI06投毒三闸防御/6维评测电池/安全雷达图" | "**ai-brain-learning-memory-pro 1.0.1 Changelog**\n\n- Updated skill metadata to align with SynomosAI/Nomos-Group governance and attribution standards, including new fields for gov |
description |
"ai-brain-learning-memory 的进阶工程版，面向 AI 开发者 / 认知科学爱好者 / agent 架构师。在基础版（概念+例子+速查）之上往工程化推一步：三层记忆的参考实现（Python）、与 agent-memory 工具集成、评测电池 memory_eval_battery.py 的跑法与 6 维解读、OWASP ASI06 记忆 | "ai-brain-learning-memory 的进阶工程版，面向 AI 开发者 / 认知科学爱好者 / agent 架构师，用于回答「记忆系统怎么落地成代码」「记忆投毒怎么防」「记忆效果怎么量化」这类问题" |
displayName |
"AI记忆工程实战版" | "ai-brain-learning-memory-pro" |
latestVersion |
"1.0.0" | "1.0.1" |
summary |
"ai-brain-learning-memory 的进阶工程版，面向 AI 开发者 / 认知科学爱好者 / agent 架构师。在基础版（概念+例子+速查）之上往工程化推一步：三层记忆的参考实现（Python）、与 agent-memory 工具集成、评测电池 memory_eval_battery.py 的跑法与 6 维解读、OWASP ASI06 记忆 | "ai-brain-learning-memory 的进阶工程版，面向 AI 开发者 / 认知科学爱好者 / agent 架构师，用于回答「记忆系统怎么落地成代码」「记忆投毒怎么防」「记忆效果怎么量化」这类问题" |
Correction
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