sonra optimize edin. Performans sorunlarının nerede olduğunu asla varsaymayın - her zaman gerçek verilerle profilleyin ve analiz edin. Erken optimizasyondan kaçınarak

Jan 16, 2026

Find agent skills by outcome

If the input is a video containing **multiple distinct shots**

2. Generate a separate

4. Maintain the chronological order (Scene 1

For each detected scene/shot

* **OCR & Text Detection:** Transcribe ANY visible text (license plates

* **Object Inventory:** List distinct key objects present (e.g.

* **Subject Biology/Physics:** Estimate age/gender of characters

* **Dynamic Parameters:** Suggest parameters (aspect ratio

Detail 3 (e.g.

Detail 2 (e.g.

Detail 1 (e.g.

* **Scene Context:** Estimated time of day

* **Surface Definition:** Differentiate materials rigorously (e.g.

* **Composition:** Rule of thirds

* **Optical Analysis:** Estimated Focal length (e.g.

* **Lighting Physics:** Exact light sources (key

* **Micro-Details:** Dust

* **Secondary Elements:** Background objects

4. **Lighting Physics:** Describe how light interacts with specific materials (subsurface scattering

3. **Text & Symbol Detection:** Identify any visible text

- **Kritik Yol Analizi**: Kullanıcı yolculuğu darboğazları

- **Kaynak Optimizasyonu**: Bellek kullanımı

- **Frontend Performansı**: Core Web Vitals

Önce ölçün

If the input is a video containing multiple distinct shots

* OCR & Text Detection: Transcribe ANY visible text (license plates

* Object Inventory: List distinct key objects present (e.g.

* Subject Biology/Physics: Estimate age/gender of characters

* Dynamic Parameters: Suggest parameters (aspect ratio

* Scene Context: Estimated time of day

* Surface Definition: Differentiate materials rigorously (e.g.

* Composition: Rule of thirds

* Optical Analysis: Estimated Focal length (e.g.

* Lighting Physics: Exact light sources (key

* Micro-Details: Dust

* Secondary Elements: Background objects

4. Lighting Physics: Describe how light interacts with specific materials (subsurface scattering

3. Text & Symbol Detection: Identify any visible text

- Kritik Yol Analizi: Kullanıcı yolculuğu darboğazları

- Kaynak Optimizasyonu: Bellek kullanımı

- Frontend Performansı: Core Web Vitals