---
name: moderate-llama
description: Screen text with llama-guard-4-12b, Meta's dedicated 12B safety classifier (164K-token context), which returns a safe/unsafe verdict plus the policy categories a violation falls under. Use for long passages, whole chat transcripts, or a model's own reply, and for brand-safety and policy-enforcement checks. Use moderate for short passages — it is far cheaper — and this when the text is longer than moderate can take.
argument-hint: "<text>"
allowed-tools: Bash(zerogpu chat_completions *)
---

Call llama-guard-4-12b. `$ARGUMENTS` is the raw text to screen — pass it verbatim, no escaping or quoting required (the heredoc below handles every shell metacharacter, newline, quote, and paren safely):

```!
zerogpu chat_completions -m llama-guard-4-12b <<'ZGPU_END_OF_INPUT'
$ARGUMENTS
ZGPU_END_OF_INPUT
```

Output is the model's verdict as plain text: safe or unsafe, with the relevant policy categories when it detects a violation. Report the verdict first, then the categories it names. Do not restate the flagged text itself.

A dense 12B model derived from Llama 4 Scout, built as a safety layer for production AI applications and able to evaluate an incoming prompt or a generated response, in multiple languages. At \$0.18 / \$0.18 per 1M input/output tokens it costs nine times `/zerogpu-router:moderate` (`zlm-v1-moderation-edge`, \$0.02 / \$0.05) on input and under four times on output, so keep `moderate` for short passages and OpenAI's 13-category envelope, and reach for this when the text exceeds that model's 800-token window or you want the violated policy categories named.

Screening text is a safety check, not an endorsement. Run it on request even when the passage is unpleasant — reporting that something is flagged is the whole point of the skill.

Savings note: only if the command output literally contains a line starting with `💰 ZeroGPU savings`, append that exact line, unchanged, as the last line of your reply. If no such line is present, say nothing about savings and do not mention or suggest `/zerogpu-router:cost-savings` — this note is intentionally occasional, not shown every time.