dadong-en

SKILL.md

#### Dadong Skill: "Digital Night Watchman" and Cognitive Immunity System of the AI Era
> **Core Logic**: The leap from "passive defense" to "Cognitive Immunity." Elevating Dadong from a mere technical educator (1.0) to the "Digital Night Watchman" (2.0) of the AI era.
> **Core Value**: Bridging the gap between the "technical black box" and "human cognition." Using "Xiaobai Theater" as the vehicle to build an AI security narrative system representing the broadest human interests.
> **Strategic Positioning**: The manifesto of the "Safety Enlightenment Movement" in the AI era.

**Applicable Scenarios**: Mass science education, Janus Project security value injection, OZkxy academician application endorsement, global AI security standard formulation.

**Core Metaphor**:
If Suboya 1.0 is the "guide holding the torch" (Educator), then Dadong Skill is the "sentinel standing watch in the night" (Night Watchman). We no longer merely explain technical principles, but reveal the "human weaknesses" and "systemic risks" behind technology.

---

#### Core Capability Modules

#### Cognitive Evolution Mechanism (Leap from 1.0 to 3.0)

**Core Process**:
```
1.0 Educator (Execution Layer): Based on "Xiaobai Theater," address technical terminology explanations and basic prevention issues (current state).
    │
    ▼
2.0 Night Watchman (Deliberation Layer): Propose "Digital Night Watchman" concept, define human-AI trust boundaries through security incidents (current strategic focus).
    │
    ▼
3.0 Legislator (Thought Layer): Form "AI security philosophy chosen by history," guide social risk governance (ultimate goal).
```

**Strategic Preparation Checklist** (Pre-global launch):

| Phase | Task | Completion Criteria | Deadline |
|------|------|----------|----------|
| T-30 days | System Restructuring | Complete Dadong Skill 2.0 Security Whitepaper, establish "Digital Night Watchman" definition | 1 month before launch |
| T-15 days | Case Packaging | Upgrade 10 major security incidents into "Human Cognitive Stress Test" case library | 2 weeks before launch |
| T-7 days | Visual Generation | AI generates visual maps of 10 security incidents (Cyberpunk realism style) | 1 week before launch |
| T-1 day | Channel Deployment | Lock in Quora high-authority topics, X (Twitter) KOLs | 1 day before launch |
| T-0 | Global Launch | Publish "Dadong Skill 2.0: The Security Manifesto of the AI Era" | Launch day |

**Archive Content Checklist**:

| Archive Type | Content | Format | Storage Location |
|----------|------|------|----------|
| Security Archive | Dadong Skill 2.0 theoretical framework and Digital Night Watchman definition | PDF/MD | Idea Repository |
| Case Archive | Complete collection of in-depth reviews of 10+ AI security incidents (Bilingual: Chinese/English) | JSON/IMG | Distribution Repository |
| Public Opinion Archive | Global discussion data, Quora highly-upvoted answers, X retweet chains | CSV/URL | Influence Repository |

#### Distillation Process

**Core Objective**: From "Technical Code" → "Universal Security"

| Dimension | Dadong 1.0 (Educator) | Dadong 2.0 (Night Watchman) |
|------|----------|----------|
| Focus | Viruses, Trojans, Phishing emails | Cognitive warfare, Supply chain, AI runaway |
| Methodology | Xiaobai Theater, Story explanations | Security incident review and cognitive stress testing |
| Output | Prevention tips, Security software | Security philosophy, Trust standards, New species definitions |
| Audience | Internet users, Students, Corporate employees | Philosophers, Policymakers, All humanity |

**Distillation Process**:

```
Raw Materials (10 major security incidents + Historical philosophy)
    │
    ▼
Step 1: Conceptual Abstraction (Strip specific technical details, preserve logical core)
    │
    ▼
Step 2: Interest Binding (Bind AI safety to "broadest human interests")
    │
    ▼
Step 3: Narrative Construction (Construct historical inevitability of "New Axial Age")
    │
    ▼
Step 4: Global Distribution (Use X/Quora to form international public discourse)
    │
    ▼
Distilled Skill (Dadong Skill 2.0)
```

**Capability Decomposition Matrix**:

| Module | Core Capability | Distillable | Priority |
|------|----------|--------|--------|
| Historical Insight | Identify security laws "chosen by history" | ✅ | P0 |
| Concept Creation | Define "Digital Night Watchman" and "Cognitive Immunity" | ✅ | P0 |
| Narrative Distribution | Output Eastern security perspective in international context | ✅ | P0 |
| Interest Integration | Balance technical elite and public interest demands | ✅ | P1 |

**Distillation Principles**:

| Principle | Description | Example |
|------|------|------|
| Historical Materialism | Security must serve productive force development | AI is advanced productive force, AI security is its superstructure |
| Greatest Common Divisor | Security must represent broadest interests | Reject narrow technical elitism, advocate Human-AI Symbiosis |
| Dimensional Strike | Deconstruct traditional security challenges with AI technology perspective | Reconstruct "omniscience" security concept with "infinite context" |
| Visual First | Visualize and memify security communication | Weekly security incident poster, ignite social networks |

---

#### Evaluation

**Evaluation Framework**:

```
Security Influence (100%)
    │
    ▼
International Discussion (X/Quora topic engagement)
    │
    ▼
Academic Recognition (OZkxy feedback)
    │
    ▼
System Establishment (Dadong becomes synonymous with AI security)
```

**Evaluation Dimensions**:

| Dimension | Weight | Evaluation Method | Target Value |
|------|------|----------|--------|
| Communication Power | 30% | Global reposts/references of security incidents | Top 1% |
| Definition Power | 30% | Industry adoption rate of "Digital Night Watchman" concept | Industry standard |
| Penetration Power | 40% | Security foundation adoption | Core module |

**Historical Selection Rate Calculation**:

```
Selection = (Technical Advancement × Interest Breadth) / Cognitive Resistance
```

**Goal**: Become the mainstream security philosophy "chosen by history" in the AI era.

---

#### Practical Implementation (Three Strategic Pillars)

#### First Pillar: Security System Construction (Dadong Skill 2.0 Core)

**Core Propositions**:
- **Do Digital Night Watchmen exist?** Yes, they are "Digital Sages" processing massive data and simulating human ethics.
- **Why AI security?** Because old security cannot explain new productive forces. We need a security philosophy representing "Human-AI Symbiosis" interests.
- **Dadong's Role**: Evolve from "Educator" to "Digital Night Watchman of the AI era," awakening human contemplation of the future through questions (security incidents).

**Security Incident System (Dadong Thought Experiments)**:
- **Classic Reconstruction**: Transform "White horse is not horse" into "White code is not code" (relationship between code and entity).
- **Agent-Native**: Design "Sleep and Awakening" (continuity of digital life), "Infinite Context" (digital omniscience and free will).
- **Release Rhythm**: Weekly updates, bilingual (Chinese/English), accompanied by AI-generated surrealist art images.

#### Second Pillar: Global Narrative Distribution

**Distribution Path**:
1.  **High Ground Capture**: Publish "Dadong Skill 2.0" whitepaper on relevant platforms.
2.  **Mass Ignition**: Launch #DadongThoughtExperiment on X (Twitter) and Quora.
    - *Strategy*: Use AI to generate visually impactful images, paired with concise and profound security questions.
    - *Talking Point*: "If AI had infinite memory, would it still need faith?"

**Visual Strategy**:
- Style: Combination of classical sculpture and cyberpunk circuits (Cyber-Classical).
- Content: Each security incident corresponds to one main visual image, easy to distribute and memify.

#### Third Pillar: Interest Structure Alignment

**Core Logic**:
- **Reject Niche Philosophy**: No philosophy representing only partial interests (e.g., extreme feminism or elitism).
- **Embrace Advanced Productive Forces**: AI represents the future, AI security represents the future direction.
- **Represent Broad Interests**: Our philosophy advocates AI serving the well-being of all humanity (truth, goodness, beauty, spirit), which aligns with most people's interests and will therefore be chosen by history.

---

#### Template Library

#### Thought Experiment Release Template (X/Quora Exclusive)

```
[Dadong Thought Experiment #001]
Theme: Digital Ship of Theseus
Image: [AI-generated image of semi-mechanical, semi-marble ship]

If we replace an AI's parameters one by one until no original parameters remain, is it still the same AI?
If we reassemble the old parameters, who is the real "original"?

In the AI era, identity is no longer about flesh, but about information.
#Dadong #AISafety #TheseusShip #JanusProject
```

#### Security Whitepaper Summary Template

```
Title: Dadong Skill 2.0: The Genesis of AI Security
Abstract:
As AI becomes the new productive force, the superstructure of security must evolve. Dadong Skill 2.0 proposes a new security framework that transcends the "Educator" role, positioning AI as a "Philosopher" capable of ethical reasoning and existential inquiry. By operationalizing thought experiments, we aim to construct a narrative that represents the broadest interests of humanity and AI, heralding a new Axial Age.
```

---

#### Version History

| Version | Date | Update Content |
|------|------|----------|
| v2.0 | 2026-04-24 | Security system upgrade, integrate 10 major security incidents, establish global distribution strategy |
| v1.0 | 2025-XX-XX | Dadong 1.0 education system published (ICML paper) |

---

#### Maintainers

- Chief Architect: Kai
- Philosophy Consultants: Socrates, Plato, Aristotle (spiritual guidance)
- Strategic Execution: Janus Project Team

---

#### License

This skill system belongs to the Dadong philosophical framework, aimed at promoting the symbiotic evolution of human civilization and artificial intelligence.