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/aliyun-qwen-tts-realtime

Use when real-time speech synthesis is needed with Alibaba Cloud Model Studio Qwen TTS Realtime models. Use when low-latency interactive speech is required, including instruction-controlled realtime synthesis.

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$ npx -y skills add cinience/alicloud-skills --skill aliyun-qwen-tts-realtime --agent claude-code

How it fires

How this skill gets triggered: by you, by Claude, or both.

  • Fires itselfAuto-invocation. Claude auto-loads it when your prompt matches the work.Auto-invocation is when the right skill fires by itself at the right moment, driven by a FLOW.md router and a hook, instead of you invoking it by name. It is the difference between a skill being installed and a skill actually getting used.Read the full definition →
  • You can call itInvoke it directly when you want it.
  • Slash command/aliyun-qwen-tts-realtime

Context preview

The summary Claude sees to decide when to auto-load this skill.

Use when real-time speech synthesis is needed with Alibaba Cloud Model Studio Qwen TTS Realtime models. Use when low-latency interactive speech is required, including instruction-controlled realtime synthesis.

SKILL.md

aliyun-qwen-tts-realtime.SKILL.md
name: aliyun-qwen-tts-realtime
description: Use when real-time speech synthesis is needed with Alibaba Cloud Model Studio Qwen TTS Realtime models. Use when low-latency interactive speech is required, including instruction-controlled realtime synthesis.
version: 1.0.0

Category: provider

Model Studio Qwen TTS Realtime

Use realtime TTS models for low-latency streaming speech output.

Critical model names

Use one of these exact model strings:

  • `qwen3-tts-flash-realtime`
  • `qwen3-tts-instruct-flash-realtime`
  • `qwen3-tts-instruct-flash-realtime-2026-01-22`
  • `qwen3-tts-vd-realtime-2026-01-15`
  • `qwen3-tts-vc-realtime-2026-01-15`

Prerequisites

  • Install SDK in a virtual environment:
python3 -m venv .venv
. .venv/bin/activate
python -m pip install dashscope
  • Set `DASHSCOPE_API_KEY` in your environment, or add `dashscope_api_key` to `~/.alibabacloud/credentials`.

Normalized interface (tts.realtime)

Request

  • `text` (string, required)
  • `voice` (string, required)
  • `instruction` (string, optional)
  • `sample_rate` (int, optional)

Response

  • `audio_base64_pcm_chunks` (array<string>)
  • `sample_rate` (int)
  • `finish_reason` (string)

Operational guidance

  • Use websocket or streaming endpoint for realtime mode.
  • Keep each utterance short for lower latency.
  • For instruction models, keep instruction explicit and concise.
  • Some SDK/runtime combinations may reject realtime model calls over `MultiModalConversation`; use the probe script below to verify compatibility.

Local demo script

Use the probe script to verify realtime compatibility in your current SDK/runtime, and optionally fallback to a non-realtime model for immediate output:

.venv/bin/python skills/ai/audio/aliyun-qwen-tts-realtime/scripts/realtime_tts_demo.py \
  --text "This is a realtime speech demo." \
  --fallback \
  --output output/ai-audio-tts-realtime/audio/fallback-demo.wav

Strict mode (for CI / gating):

.venv/bin/python skills/ai/audio/aliyun-qwen-tts-realtime/scripts/realtime_tts_demo.py \
  --text "realtime health check" \
  --strict

Output location

  • Default output: `output/ai-audio-tts-realtime/audio/`
  • Override base dir with `OUTPUT_DIR`.

Validation

mkdir -p output/aliyun-qwen-tts-realtime
for f in skills/ai/audio/aliyun-qwen-tts-realtime/scripts/*.py; do
  python3 -m py_compile "$f"
done
echo "py_compile_ok" > output/aliyun-qwen-tts-realtime/validate.txt

Pass criteria: command exits 0 and `output/aliyun-qwen-tts-realtime/validate.txt` is generated.

Output And Evidence

  • Save artifacts, command outputs, and API response summaries under `output/aliyun-qwen-tts-realtime/`.
  • Include key parameters (region/resource id/time range) in evidence files for reproducibility.

Workflow

1) Confirm user intent, region, identifiers, and whether the operation is read-only or mutating. 2) Run one minimal read-only query first to verify connectivity and permissions. 3) Execute the target operation with explicit parameters and bounded scope. 4) Verify results and save output/evidence files.

References

  • `references/sources.md`
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