元习 yotta-learn
元习 —— 跨智能体的知识库技能：把跨项目可复用的经验、方法、避坑与教程沉淀进分类知识库（草稿 → 审核 → 可检索），供所有智能体与项目复用；首次使用由 AI 引导初始化知识库位置并自动接入 MCP。触发：值得沉淀的时刻（命令失败 / 被用户纠正 / 发现更好做法 / 知识过时 / 请求缺失能力 / 外部接口故障）与需要查询知识的时刻（开工前 / 动手解决不显然问题前 / 用户问"以前怎么解决的"）；或用户说 知识库 / kb / 查知识 / 记一笔 / 沉淀 / 经验 / 踩坑 / self-improvement / learnings 等。边界：私密 / 敏感信息不
as observed 2026-10-13T16:37:28.889Z- Identifier
yotta-learn- Source
- ClawHub
- Version observed
- 0.6.4
- Source repository
- not published
- Repository observation
- No source repository listed
- First observed here
- 2026-08-28T22:06:28.212Z
- Observations recorded
- 11
- Installs (reported upstream)
- 1
- Weekly downloads (upstream)
- 890
- Declared license
- MIT-0
Observation history
2026-10-13T16:37:28.889Z
Fields that differed: changelog latestVersion
| Field | Before | After |
|---|---|---|
changelog |
"yotta-learn v0.6.0\n\n- 重大升级：知识库（KB）成为核心、归位决策树重塑沉淀流程，遗留`.learnings/`仅保留兼容用。\n- 新增知识库激活引导与AI自动接入流程，首次使用需显式初始化，位置由用户确认。\n- 新增/强化“写前查重、先归位、三问审核”模型，完善分类与审核治理规范。\n- `.learnings/`原项目内条目 | "Version 0.6.4\n\n- 增加了归位判定标准和「三问」写库门槛说明，明确适合/不适合写入知识库的条目类型及审核要求。\n- SKILL.md 优化写入/审核标准，细化身份声明、查重和敏感信息处理指引。\n- references/faq.md、references/kb.md 等文档细化使用说明与常见问题解答。\n- 移除 skill-card |
latestVersion |
"0.6.0" | "0.6.4" |
2026-10-12T15:36:43.438Z
Fields that differed: changelog latestVersion summary
| Field | Before | After |
|---|---|---|
changelog |
"yotta-learn 0.5.0\n\n- 新增跨平台 CLI 入口：yotta-learn <命令>，支持全局/本地调用，自动转发 Python 脚本。\n- MCP AI 接口扩展：支持知识库分类的重命名/合并/弃用等批量管理操作，命令集补齐与 CLI 真源一致。\n- 图形化管理台功能增强：新增「高级 CLI」视图（常用命令速查与完整帮助），界面总 | "yotta-learn v0.6.0\n\n- 重大升级：知识库（KB）成为核心、归位决策树重塑沉淀流程，遗留`.learnings/`仅保留兼容用。\n- 新增知识库激活引导与AI自动接入流程，首次使用需显式初始化，位置由用户确认。\n- 新增/强化“写前查重、先归位、三问审核”模型，完善分类与审核治理规范。\n- `.learnings/`原项目内条目 |
latestVersion |
"0.5.0" | "0.6.0" |
summary |
"元习 —— 跨智能体的学习闭环 + 知识库技能：把错误、纠正与洞见沉淀为 .learnings/ 条目，把验证过的知识存入分类索引的知识库（关键词查询），并提供 MCP stdio 接口与本地图形化管理台（view）。触发：命令失败、用户纠正、发现更好的做法、请求缺失能力、外部接口故障、知识过时、需要沉淀或查询知识时；或用户说 记一笔/学习/沉淀/知识库/ | "元习 —— 跨智能体的知识库技能：把跨项目可复用的经验、方法、避坑与教程沉淀进分类知识库（草稿 → 审核 → 可检索），供所有智能体与项目复用；首次使用由 AI 引导初始化知识库位置并自动接入 MCP。触发：值得沉淀的时刻（命令失败 / 被用户纠正 / 发现更好做法 / 知识过时 / 请求缺失能力 / 外部接口故障）与需要查询知识的时刻（开工前 / 动手解 |
2026-10-11T14:42:02.570Z
Fields that differed: changelog latestVersion
| Field | Before | After |
|---|---|---|
changelog |
"yotta-learn v0.4.0 adds migration tools, MCP AI interface, and a local management UI.\n\n- 新增知识库升级与迁移（自动兼容旧库位置，支持 doctor 检查与安全校验；加入 config set --move 支持）。\n- 新增 MCP stdio 接口（scrip | "yotta-learn 0.5.0\n\n- 新增跨平台 CLI 入口：yotta-learn <命令>，支持全局/本地调用，自动转发 Python 脚本。\n- MCP AI 接口扩展：支持知识库分类的重命名/合并/弃用等批量管理操作，命令集补齐与 CLI 真源一致。\n- 图形化管理台功能增强：新增「高级 CLI」视图（常用命令速查与完整帮助），界面总 |
latestVersion |
"0.4.0" | "0.5.0" |
2026-10-07T11:52:53.866Z
Fields that differed: changelog latestVersion summary
| Field | Before | After |
|---|---|---|
changelog |
"- Introduced knowledge base (KB) module: categorize, index, verify, and query validated knowledge across sessions.\n- Added kb command group for category management, draft review, | "yotta-learn v0.4.0 adds migration tools, MCP AI interface, and a local management UI.\n\n- 新增知识库升级与迁移（自动兼容旧库位置，支持 doctor 检查与安全校验；加入 config set --move 支持）。\n- 新增 MCP stdio 接口（scrip |
latestVersion |
"0.3.0" | "0.4.0" |
summary |
"元习 —— 跨智能体的学习闭环 + 知识库技能：把错误、纠正与洞见沉淀为 .learnings/ 条目，把验证过的知识存入分类索引的知识库（关键词查询）。触发：命令失败、用户纠正、发现更好的做法、请求缺失能力、外部接口故障、知识过时、需要沉淀或查询知识时；或用户说 记一笔/学习/沉淀/知识库/kb/查知识/self-improvement/learning | "元习 —— 跨智能体的学习闭环 + 知识库技能：把错误、纠正与洞见沉淀为 .learnings/ 条目，把验证过的知识存入分类索引的知识库（关键词查询），并提供 MCP stdio 接口与本地图形化管理台（view）。触发：命令失败、用户纠正、发现更好的做法、请求缺失能力、外部接口故障、知识过时、需要沉淀或查询知识时；或用户说 记一笔/学习/沉淀/知识库/ |
2026-10-06T10:50:34.888Z
Fields that differed: changelog latestVersion summary topics
| Field | Before | After |
|---|---|---|
changelog |
"- Added category metadata to the manifest for improved discovery.\n- Improved and clarified documentation in README.md and SKILL.md.\n- Updated references/faq.md for better troubl | "- Introduced knowledge base (KB) module: categorize, index, verify, and query validated knowledge across sessions.\n- Added kb command group for category management, draft review, |
latestVersion |
"0.2.2" | "0.3.0" |
summary |
"元习 —— 跨智能体的学习闭环技能：把错误、纠正与洞见沉淀为 .learnings/ 条目，供后续会话与技能改进复用。触发：命令失败、用户纠正、发现更好的做法、请求缺失能力、外部接口故障、知识过时、需要沉淀经验时；或用户说 记一笔/学习/沉淀/self-improvement/learnings 等。边界：不写入私密/敏感信息（除非用户明确要求）；不自动改 | "元习 —— 跨智能体的学习闭环 + 知识库技能：把错误、纠正与洞见沉淀为 .learnings/ 条目，把验证过的知识存入分类索引的知识库（关键词查询）。触发：命令失败、用户纠正、发现更好的做法、请求缺失能力、外部接口故障、知识过时、需要沉淀或查询知识时；或用户说 记一笔/学习/沉淀/知识库/kb/查知识/self-improvement/learning |
topics |
["复盘","学习闭环","知识管理","经验沉淀","错误总结"] | ["learning","学习闭环","知识库","知识管理","经验沉淀"] |
2026-10-02T07:46:18.975Z
Fields that differed: changelog latestVersion
| Field | Before | After |
|---|---|---|
changelog |
"yotta-learn 0.2.1\n\n- Added a fixed enumeration for the --category argument; illegal values cause exit code 4 and display all allowed values.\n- Updated SKILL.md metadata with sl | "- Added category metadata to the manifest for improved discovery.\n- Improved and clarified documentation in README.md and SKILL.md.\n- Updated references/faq.md for better troubl |
latestVersion |
"0.2.1" | "0.2.2" |
2026-09-19T21:21:32.220Z
Fields that differed: license changelog description latestVersion
| Field | Before | After |
|---|---|---|
license |
null | "MIT-0" |
changelog |
"SkillHub evaluation refinements: FAQ, walkthroughs, installer hardening." | "yotta-learn 0.2.1\n\n- Added a fixed enumeration for the --category argument; illegal values cause exit code 4 and display all allowed values.\n- Updated SKILL.md metadata with sl |
description |
"元习 —— 跨智能体的学习闭环技能：把错误、纠正与洞见沉淀为 .learnings/ 条目，供后续会话与技能改进复用。触发：命令失败、用户纠正、发现更好的做法、请求缺失能力、外部接口故障、知识过时、需要沉淀经验时；或用户说 记一笔/学习/沉淀/self-improvement/learnings 等。边界：不写入私密/敏感信息（除非用户明确要求）；不自动改 | null |
latestVersion |
"0.2.0" | "0.2.1" |
2026-09-10T12:18:05.764Z
Fields that differed: changelog latestVersion
| Field | Before | After |
|---|---|---|
changelog |
"- Removed the obsolete skill-card.md file.\n- Updated CHANGELOG.md with recent changes." | "SkillHub evaluation refinements: FAQ, walkthroughs, installer hardening." |
latestVersion |
"0.1.5" | "0.2.0" |
2026-09-03T07:20:35.503Z
Fields that differed: changelog latestVersion topics
| Field | Before | After |
|---|---|---|
changelog |
"yotta-learn 0.1.4\n\n- Updated documentation in README, CHANGELOG, and SKILL files for improved clarity and accuracy.\n- Removed the obsolete skill-card.md file.\n- Minor code and | "- Removed the obsolete skill-card.md file.\n- Updated CHANGELOG.md with recent changes." |
latestVersion |
"0.1.4" | "0.1.5" |
topics |
["productivity coding"] | ["复盘","学习闭环","知识管理","经验沉淀","错误总结"] |
2026-08-29T23:02:09.653Z
Fields that differed: changelog latestVersion
| Field | Before | After |
|---|---|---|
changelog |
"- Added a Simplified Chinese README (README.zh-CN.md).\n- Removed obsolete skill-card.md documentation file.\n- Updated documentation for clarity, usage instructions, and minor fi | "yotta-learn 0.1.4\n\n- Updated documentation in README, CHANGELOG, and SKILL files for improved clarity and accuracy.\n- Removed the obsolete skill-card.md file.\n- Minor code and |
latestVersion |
"0.1.3" | "0.1.4" |
Correction
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