Design rigorous A/B tests with hypotheses, variants, metrics, and sample size calculations.
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Generate audio narration of blog posts using Google Gemini TTS. Supports summary narration, full article read-aloud, and two-speaker podcast/dialogue mode with 30 voice options. Outputs MP3 with HTML5 audio embed code. Works standalone via /blog audio or internally from blog-write. Falls back gracefully when API key is not configured. Use when user says "blog audio", "narrate blog", "audio version", "text to speech", "tts", "podcast mode", "read aloud", "audio narration", "voice", "narration", "generate audio".
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Generate professional audio narration of blog content using Google's Gemini TTS. Three modes: summary (200-300 word spoken overview), full article read-aloud, or two-speaker podcast dialogue. 30 voices, 80+ languages, HTML5 embed output.
| Command | What it does |
|---|---|
/blog audio generate <file> | Generate audio narration of a blog post |
/blog audio voices | Show available voices with characteristics |
/blog audio setup | Check/configure API key for Gemini TTS |
run.py)GOOGLE_AI_API_KEY environment variable (same key used by blog-image)# CORRECT:
python3 scripts/run.py generate_audio.py --text "..." --voice Charon --json
# WRONG:
python3 scripts/generate_audio.py --text "..." # Fails without venv
Before generating audio, check for the API key:
echo $GOOGLE_AI_API_KEY
export GOOGLE_AI_API_KEY=your-key
This is the same key used by /blog image: if image generation works, audio works too."For /blog audio setup:
GOOGLE_AI_API_KEY is set in environment.mcp.json), the key is already availablepython3 scripts/run.py generate_audio.py --text "Test" --dry-run --jsonFor /blog audio voices:
Load references/voices.md and present the voice catalog to the user.
Ask the user which voice they prefer, or recommend based on content type:
For /blog audio generate <file>:
Read the file and extract:
Ask the user (or auto-select if they specified --mode):
| Mode | When to use | Output |
|---|---|---|
| Summary | Quick audio overview (1-2 min) | 200-300 word spoken summary |
| Full | Complete read-aloud (5-15 min) | Full article as natural speech |
| Dialogue | Podcast-style (3-8 min) | Two-person conversation about the article |
CRITICAL: Claude prepares the text. The script does TTS only.
Summary mode: Write a 200-300 word spoken summary of the article. Rules:
Full mode: Strip the markdown content to clean spoken text:
Dialogue mode: Write a 2-person conversation script about the article:
[Speaker1] What's the key takeaway here?If the user chose a voice, use it. Otherwise, recommend based on mode:
Write the prepared text to a temp file, then call:
# Single voice (summary or full mode)
python3 scripts/run.py generate_audio.py \
--text-file /tmp/blog_audio_prepared.txt \
--voice Charon \
--model flash \
--output /path/to/audio/post-slug.mp3 \
--json
# Two voices (dialogue mode)
python3 scripts/run.py generate_audio.py \
--text-file /tmp/blog_audio_dialogue.txt \
--voice Puck \
--voice2 Kore \
--model pro \
--output /path/to/audio/post-slug-dialogue.mp3 \
--json
Model selection:
flash (default): Fast, cheap. Good for summaries and standard narration.pro: Higher quality. Use for dialogue mode or premium content.Present the result to the user:
<audio controls preload="metadata">
<source src="audio/post-slug.mp3" type="audio/mpeg">
Your browser does not support the audio element.
</audio>
<audio controls preload="metadata">
<source src="/audio/post-slug.mp3" type="audio/mpeg" />
</audio>
[audio src="audio/post-slug.mp3"]
Insert the audio player after the introduction (below the first H2) or at the very top of the article with a label: "Listen to this article" or "Audio version".
When invoked internally from blog-write:
Input:
text: Prepared text (already cleaned by Claude)voice: Voice name (default: Charon)voice2: Second voice for dialogue (optional)model: flash or prooutput_path: Where to save the fileOutput:
### Audio Narration
- **Path:** /path/to/audio/post-slug.mp3
- **Duration:** 3:42
- **Voice:** Charon
- **Embed:** `<audio controls preload="metadata"><source src="audio/post-slug.mp3" type="audio/mpeg"></audio>`
Graceful fallback: If GOOGLE_AI_API_KEY is not set, return immediately
with no error. The writing workflow continues without audio. Never block
blog-write because audio generation is unavailable.
| Error | Resolution |
|---|---|
| GOOGLE_AI_API_KEY not set | Get key at https://aistudio.google.com/apikey |
| FFmpeg not found | Install: sudo apt install ffmpeg. Falls back to WAV output. |
| Rate limited | Wait and retry. Check limits at https://aistudio.google.com/rate-limit |
| Text too long (>32k tokens) | Split into sections, generate separately |
| Unknown voice name | Run /blog audio voices to see valid options |
| API error | Check key validity, model availability (preview models) |
| API key missing (internal call) | Return silently: writing workflow continues |
Load on-demand: do NOT load all at startup:
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Design rigorous A/B tests with hypotheses, variants, metrics, and sample size calculations.
中文简介正在准备中。当前显示原文说明。
When the user wants to plan, design, or implement an A/B test or experiment, or build a growth experimentation program. Also use when the user mentions "A/B test," "split test," "experiment," "test this change," "variant copy," "multivariate test," "hypothesis," "should I test this," "which version is better," "test two versions," "statistical significance," "how long should I run this test," "growth experiments," "experiment velocity," "experiment backlog," "ICE score," "experimentation program," or "experiment playbook." Use this whenever someone is comparing two approaches and wants to measure which performs better, or when they want to build a systematic experimentation practice. For tracking implementation, see analytics. For page-level conversion optimization, see cro.
中文简介正在准备中。当前显示原文说明。
Format CVs for academic positions with publications, grants, and teaching
中文简介正在准备中。当前显示原文说明。
Conduct a comprehensive accessibility audit against WCAG guidelines with severity ratings and remediation steps.
中文简介正在准备中。当前显示原文说明。
Create accessibility testing plans covering assistive technologies and WCAG criteria.
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When the user wants to generate, iterate, or scale ad creative — headlines, descriptions, primary text, or full ad variations — for any paid advertising platform. Also use when the user mentions 'ad copy variations,' 'ad creative,' 'generate headlines,' 'RSA headlines,' 'bulk ad copy,' 'ad iterations,' 'creative testing,' 'ad performance optimization,' 'write me some ads,' 'Facebook ad copy,' 'Google ad headlines,' 'LinkedIn ad text,' or 'I need more ad variations.' Use this whenever someone needs to produce ad copy at scale or iterate on existing ads. For campaign strategy and targeting, see ads. For landing page copy, see copywriting.
中文简介正在准备中。当前显示原文说明。