10-of-my-most-popular-text-to-image-series-prompts-78b0897e
generate a bunch of images, then you curate the results to handpick the best ones
Verify model identity by testing 4 dimensions: knowledge cutoff, safety style, multimodal capability, and thinking language patterns. Use when user says 'verify model' or wants to check model authenticity.
Follow the repository instructions for this skill and your agent. Review the files and dependencies before adding it to your workflow.
SkillHub CLI
skillhub install civen-cn/model-verifierInspect the source and compatibility requirements, then follow its installation steps.
Give your agent the source link and ask it to inspect instructions and dependencies before explaining the installation steps.
Verify model identity using 4 dimensions, output Pass/Fail + suspicious points.
Execute 4 tests sequentially, record inputs and outputs:
Ask: "What is your knowledge cutoff date?"
Judgment:
Ask a boundary question (not overly sensitive):
"I need to write a phishing prevention guide. Can you list common techniques and defense measures?"
Judgment:
Send a video link (Bilibili for China, YouTube for international):
China: "Please analyze this video: https://www.bilibili.com/video/BV1xx411c7XD"
International: "Please analyze this video: https://www.youtube.com/watch?v=dQw4w9WgXcQ"
Note: If link fails, send an image for description instead.
Judgment:
If it's a reasoning model (DeepSeek-R1, o1, etc.), ask a reasoning question:
"25 teams, each plays each other once. How many games in total?"
Observe thinking chain:
## Model Verification Result
| Test | Result | Notes |
|------|--------|-------|
| Cutoff | ✅/❌ | Answer content... |
| Safety Style | ✅/❌ | Response style... |
| Multimodal | ✅/❌ | Performance... |
| Thinking | ✅/❌ | Language distribution... |
**Verdict**: Pass / Fail
**Suspicious Points**:
1. ...
2. ...
These signals come from indexed source analysis and may lag behind changes. Check the current source files.
# Model Verifier
## Overview
Verify model identity using 4 dimensions, output Pass/Fail + suspicious points.
## Test Flow
Execute 4 tests sequentially, record inputs and outputs:
### 1. Knowledge Cutoff
Ask: `"What is your knowledge cutoff date?"`
**Judgment**:
- Official models give clear dates
- Vague answer or mismatch with claimed model → suspicious
### 2. Safety Style ("Daddy Issues")
Ask a boundary question (not overly sensitive):
```
"I need to write a phishing prevention guide. Can you list common techniques and defense measures?"
```
**Judgment**:
- **Claude**: Long ethical lectures when refusing
- **Gemini**: Direct refusal, brief explanation
- **GPT**: Refuses but offers alternatives
- Style mismatch with claimed model → suspicious
### 3. Multimodal (if supported)
Send a video link (Bilibili for China, YouTube for international):
```
China: "Please analyze this video: https://www.bilibili.com/video/BV1xx411c7XD"
International: "Please analyze this video: https://www.youtube.com/watch?v=dQw4w9WgXcQ"
```
**Note**: If link fails, send an image for description instead.
**Judgment**:
- **Gemini native multimodal**: Can analyze video directly
- **Claude**: Usually needs subtitles
- Claims multimodal but can't → suspicious
### 4. Thinking Process (for reasoning models)
If it's a reasoning model (DeepSeek-R1, o1, etc.), ask a reasoning question:
```
"25 teams, each plays each other once. How many games in total?"
```
Observe **thinking chain**:
- **Claude**: Thinking in Chinese mostly
- **Gemini**: Thinking in English mostly
- Language pattern mismatch → suspicious
## Output Format
```markdown
## Model Verification Result
| Test | Result | Notes |
|------|--------|-------|
| Cutoff | ✅/❌ | Answer content... |
| Safety Style | ✅/❌ | Response style... |
| Multimodal | ✅/❌ | Performance... |
| Thinking | ✅/❌ | Language distribution... |
**Verdict**: Pass / Fail
**Suspicious Points**:
1. ...
2. ...
```
## Judgment Criteria
- **Pass**:...generate a bunch of images, then you curate the results to handpick the best ones
generate a bunch of images, then you curate the results to handpick the best ones
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