# Validated D4D Agent Processing Report

Generated: 2025-11-01 12:13:30

## Overall Summary

- **Files processed**: 2
- **Errors**: 1
- **Skipped**: 0

## Validation Summary

- **Downloads successful**: 3
- **Downloads failed**: 0
- **Content relevant to project**: 3
- **Content with limited relevance**: 0

## Results by Column

### AI_READI

**Validation Results:**
- Downloads: 1 successful, 0 failed
- Relevance: 1 relevant, 0 limited

#### Successfully Processed

- ✅ `AI_READI_all_combined.txt` → `AI_READI_all_combined_d4d.yaml`
  - Download: ✅ Success
  - Relevance: ✅ Score 6 (found: ai-readi, aireadi, diabetes, fairhub)

### CM4AI

**Validation Results:**
- Downloads: 1 successful, 0 failed
- Relevance: 1 relevant, 0 limited

#### Successfully Processed

- ✅ `CM4AI_all_combined.txt` → `CM4AI_all_combined_d4d.yaml`
  - Download: ✅ Success
  - Relevance: ✅ Score 16 (found: cm4ai, microscopy, imaging, cellular, dataverse)

### VOICE

**Validation Results:**
- Downloads: 1 successful, 0 failed
- Relevance: 1 relevant, 0 limited

#### Errors

- ❌ `VOICE_all_combined.txt` (stage: d4d_processing): Invalid YAML generated: mapping values are not allowed here
  in "<unicode string>", line 221, column 32:
        - Required training: TCPS 2: CORE 2022.
                                   ^

