# Novelty Sensitivity Assessment — Reference

## Novelty Sensitivity Classification

| Sensitivity Level | Typical Domains | Source Time Window | Description |
|-------------------|-----------------|-------------------|-------------|
| **Critical** | AI/LLMs, blockchain, cryptocurrency | 3-6 months | Technology iterates extremely fast; info from months ago may be completely outdated |
| **High** | Cloud services, frontend frameworks, API interfaces | 6-12 months | Frequent version updates; must confirm current version |
| **Medium** | Programming languages, databases, operating systems | 1-2 years | Relatively stable but still evolving |
| **Low** | Algorithm fundamentals, design patterns, theoretical concepts | No limit | Core principles change slowly |

## Critical Sensitivity Domain Special Rules

When the research topic involves the following domains, special rules must be enforced:

**Trigger word identification**:
- AI-related: LLM, GPT, Claude, Gemini, AI Agent, RAG, vector database, prompt engineering
- Cloud-native: Kubernetes new versions, Serverless, container runtimes
- Cutting-edge tech: Web3, quantum computing, AR/VR

**Mandatory rules**:

1. **Search with time constraints**:
   - Use `time_range: "month"` or `time_range: "week"` to limit search results
   - Prefer `start_date: "YYYY-MM-DD"` set to within the last 3 months

2. **Elevate official source priority**:
   - Must first consult official documentation, official blogs, official Changelogs
   - GitHub Release Notes, official X/Twitter announcements
   - Academic papers (arXiv and other preprint platforms)

3. **Mandatory version number annotation**:
   - Any technical description must annotate the current version number
   - Example: "Claude 3.5 Sonnet (claude-3-5-sonnet-20241022) supports..."
   - Prohibit vague statements like "the latest version supports..."

4. **Outdated information handling**:
   - Technical blogs/tutorials older than 6 months -> historical reference only, cannot serve as factual evidence
   - Version inconsistency found -> must verify current version before using
   - Obviously outdated descriptions (e.g., "will support in the future" but now already supported) -> discard directly

5. **Cross-validation**:
   - Highly sensitive information must be confirmed from at least 2 independent sources
   - Priority: Official docs > Official blogs > Authoritative tech media > Personal blogs

6. **Official download/release page direct verification (BLOCKING)**:
   - Must directly visit official download pages to verify platform support (don't rely on search engine caches)
   - Use `WebFetch` to directly extract download page content
   - Search results about "coming soon" or "planned support" may be outdated; must verify in real time
   - Platform support is frequently changing information; cannot infer from old sources

7. **Product-specific protocol/feature name search (BLOCKING)**:
   - Beyond searching the product name, must additionally search protocol/standard names the product supports
   - Common protocols/standards to search:
     - AI tools: MCP, ACP (Agent Client Protocol), LSP, DAP
     - Cloud services: OAuth, OIDC, SAML
     - Data exchange: GraphQL, gRPC, REST
   - Search format: `"<product_name> <protocol_name> support"` or `"<product_name> <protocol_name> integration"`

## Timeliness Assessment Output Template

```markdown
## Timeliness Sensitivity Assessment

- **Research Topic**: [topic]
- **Sensitivity Level**: Critical / High / Medium / Low
- **Rationale**: [why this level]
- **Source Time Window**: [X months/years]
- **Priority official sources to consult**:
  1. [Official source 1]
  2. [Official source 2]
- **Key version information to verify**:
  - [Product/technology 1]: Current version ____
  - [Product/technology 2]: Current version ____
```