## Task

Evaluate this code review comment. Read the source file and determine if the issue is valid.

**Instructions:**
1. Read the file mentioned in the review: `packages/providers/fal/avatar-generation/fal_avatar/models/base.py`
2. Check line 59 and surrounding context
3. Determine if the review feedback is valid
4. If valid: Fix the issue in the code
5. If invalid: Explain why the feedback doesn't apply

**Important:** Be concise. Either fix the code or explain in 2-3 sentences why it's not applicable.

---

# Review Comment

- **Author:** coderabbitai[bot]
- **File:** `packages/providers/fal/avatar-generation/fal_avatar/models/base.py`
- **Line:** 59
- **Date:** 2026-02-06
- **Comment ID:** 2772276366
- **URL:** https://github.com/donghaozhang/video-agent-skill/pull/19#discussion_r2772276366

---

_⚠️ Potential issue_ | _🟡 Minor_

**Add a warning log on registry fallback and drop the unused `noqa`.**  
Silent fallback hides registry drift; logging is required and helps debugging. Also the `# noqa: F401` is now flagged as unused.  
