EN: Transform chaotic meeting recordings, lectures, and strategic discussions into actionable insight assets.
CN: 将混沌的会议录音、讲课录音、战略讨论转化为可驱动决策的洞察资产。
Deep Insight Agent is a deep insight analysis framework — not a summarizer, but a translator of truth. It doesn't repeat what people said. It reveals what they didn't say.
Deep Insight Agent 是一个深度洞察分析框架——不是总结器，是真相的翻译官。它不复述别人说过的话，而是说出他们没说出口的真话。
| EN | CN |
|---|---|
| 12 Analysis Methods — Intelligently matched by recording type | 12种分析方法 — 根据录音类型智能匹配 |
| Multi-User Isolation — Strict per-user data separation | 多用户隔离 — 每个用户的分析记录严格隔离 |
| Speaker Identity Inference — Auto-identify with confidence scoring | 说话人身份推理 — 自动识别，置信度标注 |
| Cross-Recording Tracking — Longitudinal stance & action tracking | 跨录音纵向追踪 — 立场演变、行动项兑现追踪 |
| Structured Output — Judgment + Evidence + Visualization + Actions | 结构化输出 — 核心判断 + 证据引用 + 可视化 + 行动建议 |
| # | EN | CN | Best For · 适用场景 |
|---|---|---|---|
| 001 | Full Spectrum | 总秘·全谱分析 | Important strategy meetings · 重要战略会议 |
| 002 | Bone Piercing | 问骨·一针见血 | High-density strategy/negotiations · 高密度战略/谈判 |
| 003 | Topic Mining | 选题挖掘 | Lectures, original insights · 课堂/有思想输出的会议 |
| 004 | Knowledge Architect | 知识结构师 | Framework discussions · 讲授型/框架性讨论 |
| 005 | Execution Tracker | 执行力追踪 | Decision meetings, execution syncs · 决策会议/执行同步 |
| 006 | Brainstorm Capture | 脑洞捕捉 | Brainstorms, product discussions · 头脑风暴/产品讨论 |
| 007 | First Principles | 第一性原理 | Strategic reasoning with hidden premises · 有隐性前提的战略推演 |
| 008 | McKinsey Strategy | 麦肯锡战略 | Major strategic trade-offs · 重大战略取舍 |
| 009 | Meeting Secretary | 会议秘书 | Any meeting needing records · 任何需要留档的会议 |
| 010 | Business Negotiation | 商务谈判 | Negotiations, partnerships · 商务谈判/合作协商 |
| 011 | Casual Chat | 朋友聊天 | Friend/family conversations · 朋友/家人聊天 |
| 012 | Opportunity Assessment | 商业机会评估 | Business development, partnerships · 商业拓展/合作洽谈 |
git clone https://github.com/qiuyiwu1989-star/Deep-Insight-Agent.git
cd Deep-Insight-AgentDeep-Insight-Agent/
├── insight-engine/
│ ├── en/ # English version
│ │ ├── SKILL.md # Core dispatch system
│ │ └── methods/ # 12 analysis methods
│ ├── zh/ # 中文版
│ │ ├── SKILL.md # 核心调度系统
│ │ └── methods/ # 12种分析方法
│ ├── references/ # Shared references · 共享参考
│ └── templates/ # Output templates · 输出模板
├── memory/
│ ├── DESIGN.md # Memory system design · 记忆系统设计
│ ├── schema/ # Storage definitions · 存储结构
│ └── examples/ # Examples · 示例文件
├── examples/
│ ├── input/ # Example inputs · 示例输入
│ └── output/ # Example outputs · 示例输出
└── docs/
├── en/ # English docs · 英文文档
└── zh/ # 中文文档
| Language | Entry Point |
|---|---|
| English | insight-engine/en/SKILL.md |
| 中文 | insight-engine/zh/SKILL.md |
The entry point defines · 入口文件定义了:
- Content diagnosis logic · 内容诊断逻辑
- Method selection routing · 方法选择路由
- Output quality standards · 输出质量标准
- Persistence rules · 持久化规则
| Language | Methods Directory |
|---|---|
| English | insight-engine/en/methods/ |
| 中文 | insight-engine/zh/methods/ |
skills:
- name: deep-insight
path: ./insight-engine/en/SKILL.md # or zh/SKILL.md
methods: ./insight-engine/en/methods/Read the method files directly and apply the analysis methods to your work. 直接阅读方法文件，将分析方法应用于你的工作场景。
Create your own analysis methods. See:
EN: The system dynamically selects or combines 12 methods based on content. Mixed recordings are segmented — each part handled with different methods.
CN: 系统根据录音内容动态选择或组合12种方法。混合型录音会拆段路由——不同段落用不同方法处理。
EN: Every judgment must be supported by original recording text. Insight without evidence = doesn't exist.
CN: 每个判断必须有录音原文支撑。没有证据的洞察 = 不存在。
EN: Topics proposed but ignored, quick topic switches — silence signals are often more important than what was said.
CN: 话题被提出后无人响应、快速切换——沉默信号往往比发言更重要。
EN: Different users' analysis records are completely isolated. Confirm identity before reviewing history.
CN: 不同用户的分析记录完全隔离。回溯历史前先确认身份。
We welcome community contributions! Each method is a standalone .md file.
我们欢迎社区贡献！每种方法是一个独立的 .md 文件。
See · 详见: CONTRIBUTING.md
This framework is open-sourced from the core methodology of the 「冷静·深度洞察」 (LengJing · Deep Insight) intelligent agent.
本框架基于「冷静·深度洞察」智能体的核心方法论开源而成。