From 7428605fd7a54e4fa92d60e59ae97dd25a55c3d1 Mon Sep 17 00:00:00 2001
From: Cottzz <1641675255@qq.com>
Date: Tue, 7 Jul 2026 15:29:34 +0800
Subject: [PATCH 1/3] Add ThoughtCodec skill entry

---
 src/content/skills/thought-codec.md | 70 +++++++++++++++++++++++++++++
 1 file changed, 70 insertions(+)
 create mode 100644 src/content/skills/thought-codec.md

diff --git a/src/content/skills/thought-codec.md b/src/content/skills/thought-codec.md
new file mode 100644
index 0000000..5dda045
--- /dev/null
+++ b/src/content/skills/thought-codec.md
@@ -0,0 +1,70 @@
+---
+name: thought-codec
+title: ThoughtCodec
+description: Bilingual AI skill library for decompressing intent into executable workflows and compressing practice back into reusable skills
+source: community
+author: Cottzz
+githubUrl: https://github.com/Cottzz/thought-codec
+docsUrl: https://github.com/Cottzz/thought-codec/blob/main/README.md
+category: meta
+tags:
+  - skills
+  - workflow
+  - methodology
+  - architecture
+  - prompts
+roles:
+  - developer
+  - pm
+featured: false
+popular: false
+isOfficial: false
+installCommand: |
+  git clone https://github.com/Cottzz/thought-codec
+  mkdir -p ~/.qoder/skills
+  cp -r thought-codec/skills/* ~/.qoder/skills/
+date: 2026-07-07
+---
+
+## Use Cases
+
+- Turn product or business intent into architecture, data models, API contracts, and implementation scaffolds
+- Convert broad goals into auditable SOPs with milestones, deliverables, and checks
+- Extract durable prompt rules from repeated feedback, corrections, and conversation traces
+- Turn repeated or messy code into reusable components, clean interfaces, and engineering rules
+- Build a personal AI methodology loop that connects planning, execution, review, and rule updates
+
+## Core Capabilities
+
+- **Architecture Scaffolding**: Decompress business logic into engineering-ready architecture and implementation structure
+- **SOP Instantiation**: Convert high-level objectives into concrete operating procedures
+- **Rule And Prompt Optimization**: Compress repeated feedback into reusable prompt rules or skill updates
+- **Code Abstraction And Encapsulation**: Identify reusable code patterns and define safer abstraction boundaries
+- **Personal Methodology Engine**: Combine decompression and compression into a sustainable personal AI workflow
+
+## Included Skills
+
+```
+architecture-scaffolding
+sop-instantiation
+rule-prompt-optimizer
+code-abstraction-encapsulation
+personal-methodology-engine
+```
+
+## Example
+
+```
+Use the ThoughtCodec skill library.
+
+Goal: Turn a rough product idea into an engineering-ready plan.
+Context: The product needs user roles, core workflows, data state, APIs, and staged implementation.
+Output: Choose the best ThoughtCodec sub-skill and produce the architecture, data model, API contract, validation checklist, and open questions.
+```
+
+## Notes
+
+- ThoughtCodec is a bilingual skill library, with English and Simplified Chinese versions for each included skill
+- Install command copies all included skill folders into `~/.qoder/skills/`
+- Use the specific sub-skill that matches the task instead of treating every request as a generic prompt
+- Avoid storing private, sensitive, or proprietary examples when compressing feedback into reusable rules

From 696992a2f268adf522a5f7036f4d3c9524a870f0 Mon Sep 17 00:00:00 2001
From: Cottzz <1641675255@qq.com>
Date: Tue, 7 Jul 2026 15:29:38 +0800
Subject: [PATCH 2/3] Add ThoughtCodec Chinese skill entry

---
 src/content/skills-zh/thought-codec.md | 46 ++++++++++++++++++++++++++
 1 file changed, 46 insertions(+)
 create mode 100644 src/content/skills-zh/thought-codec.md

diff --git a/src/content/skills-zh/thought-codec.md b/src/content/skills-zh/thought-codec.md
new file mode 100644
index 0000000..9c84f97
--- /dev/null
+++ b/src/content/skills-zh/thought-codec.md
@@ -0,0 +1,46 @@
+---
+slug: thought-codec
+---
+
+## 使用场景
+
+- 将产品或业务意图转化为架构、数据模型、API 契约和实施脚手架
+- 将宏观目标转化为包含里程碑、交付物和检查点的可审核 SOP
+- 从重复反馈、纠错和对话轨迹中提取长期可复用的提示词规则
+- 将重复或混乱的代码转化为可复用组件、清晰接口和工程规则
+- 建立连接计划、执行、审核和规则更新的个人 AI 方法论闭环
+
+## 核心能力
+
+- **架构级脚手架生成器**：将业务逻辑解压为工程可执行的架构和实施结构
+- **标准作业程序实例化引擎**：把高层目标转化为具体操作流程
+- **规则与提示词迭代器**：把重复反馈压缩为可复用提示词规则或 Skill 更新
+- **代码与组件重构器**：识别可复用代码模式，并定义更安全的抽象边界
+- **个人方法论引擎**：把解压与压缩组合成可持续运行的个人 AI 工作流
+
+## 包含的 Skill
+
+```
+architecture-scaffolding
+sop-instantiation
+rule-prompt-optimizer
+code-abstraction-encapsulation
+personal-methodology-engine
+```
+
+## 示例
+
+```
+使用 ThoughtCodec 思维编解码 Skill 库。
+
+目标：把一个粗略产品想法转化为工程可执行计划。
+背景：该产品需要用户角色、核心流程、数据状态、API 和分阶段实施方案。
+输出：选择最合适的 ThoughtCodec 子 Skill，并输出架构、数据模型、API 契约、验证清单和开放问题。
+```
+
+## 注意事项
+
+- ThoughtCodec 是中英双语 Skill 库，每个子 Skill 都提供英文和简体中文版本
+- 安装命令会把所有子 Skill 文件夹复制到 `~/.qoder/skills/`
+- 应根据任务选择具体子 Skill，而不是把所有请求都当作通用提示词处理
+- 将反馈压缩为可复用规则时，不应保存私人、敏感或专有示例

From c71a0ca11dd8b4f2a8f2a58260eb7037cf48d7b3 Mon Sep 17 00:00:00 2001
From: Cottzz <1641675255@qq.com>
Date: Tue, 7 Jul 2026 15:31:55 +0800
Subject: [PATCH 3/3] Add ThoughtCodec Chinese translations

---
 src/i18n/skills-translations.ts | 5 +++++
 1 file changed, 5 insertions(+)

diff --git a/src/i18n/skills-translations.ts b/src/i18n/skills-translations.ts
index 71babb6..9981ac2 100644
--- a/src/i18n/skills-translations.ts
+++ b/src/i18n/skills-translations.ts
@@ -377,6 +377,11 @@ export const skillsTranslations: Record<string, SkillTranslation> = {
     zhTitle: 'Skill 模板',
     zhDescription: '创建新 Skills 的基础模板，快速开始 Skill 开发',
   },
+  'thought-codec': {
+    zhName: '思维编解码',
+    zhTitle: 'ThoughtCodec 思维编解码',
+    zhDescription: '中英双语 AI Skill 库，用于把抽象意图解压为可执行工作流，并把反复实践压缩为可复用 Skill',
+  },
 };
 
 /**