Borrowing it
Nothing to install: this file belongs to EmZod/Speak-Turbo. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.
curl -O https://raw.githubusercontent.com/EmZod/Speak-Turbo/main/AGENTS.mdgit clone --depth 1 https://github.com/EmZod/Speak-TurboWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/instructions/emzod/speak-turbo/agents-md)<a href="https://agentmods.dev/instructions/emzod/speak-turbo/agents-md"><img src="https://agentmods.dev/badge/instructions/emzod/speak-turbo/agents-md/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/instructions/emzod/speak-turbo/agents-md"><img src="https://agentmods.dev/badge/instructions/emzod/speak-turbo/agents-md.svg" alt="Reviewed on agentmods" width="80" height="20"></a>What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00768 | $0.00768 |
| Opus 5.5 | $0.00307 | $0.00307 |
| Sonnet 5.5 | $0.00154 | $0.00154 |
| Haiku 4.5 | $0.00077 | $0.00077 |
Grade A, and why
Speak-Turbo AGENTS.md scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 2mo ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 90 lines — stays where its author put it; the contents beside it link to each section on GitHub.
AGENTS.md
Guidance for AI agents working on the Speak-Turbo codebase.
Using speakturbo? See SKILL.md instead.
Project Structure
speakturbo/ # Python daemon
├── daemon_streaming.py # Main FastAPI server (port 7125)
├── cli.py # Python CLI fallback
└── tests/ # pytest tests
speakturbo-cli/ # Rust CLI (primary interface)
├── Cargo.toml
└── src/main.rs # Streaming HTTP client + audio playback
Architecture
User → speakturbo (Rust) → HTTP GET /tts → daemon_streaming.py → pocket-tts → audio stream
↓
Model in memory (TTSModel)
Voice states cached
Auto-shutdown after 1hr idle
The Rust CLI exists purely for latency — it starts in ~1ms vs Python's ~100ms interpreter startup.
Single Daemon Design
There is exactly one daemon implementation: daemon_streaming.py.
- Port: 7125 (hardcoded)
- API:
GET /health,GET /tts?text=...&voice=... - Host:
127.0.0.1(localhost only, with DNS rebinding protection) - Auto-shutdown: 1 hour idle timeout
Development
# Python daemon
pip install -e .
python -m speakturbo.daemon_streaming
# Rust CLI
cd speakturbo-cli
cargo build --release
./target/release/speakturbo "test"
# Tests
pytest speakturbo/tests/ -v
Key Files
| File | Purpose |
|---|---|
daemon_streaming.py |
FastAPI app, /health and /tts endpoints |
speakturbo-cli/src/main.rs |
HTTP streaming, audio buffer, rodio playback |
cli.py |
Python CLI fallback (when Rust not available) |
SKILL.md |
User-facing documentation |
Design Decisions
- Daemon architecture: Model loading is slow (~3s). Keep it resident.
- Rust CLI: Python startup adds 100ms. Rust adds ~1ms.
- HTTP streaming: Start playback before generation completes.
- Auto-shutdown: Free memory after 1hr idle. Users don't manage daemons.
- No voice cloning: Simplicity. Use
speak(Chatterbox) for that. - Localhost-only: Daemon binds to 127.0.0.1 with DNS rebinding protection.
- Output path allowlist:
-oflag restricted to/tmp,$PWD,~/.speakturbo/by default.--allow-dirfor one-off overrides,~/.speakturbo/configfor permanent additions.
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 2mo ago First seen · 90 lines · 768 tokens per session scan A 03c4aadbf655
Speak-Turbo AGENTS.md is an instructions file published in the GitHub repository EmZod/Speak-Turbo (20 stars, last pushed 8mo ago), licensed MIT. It adds 768 tokens to every session, about $0.0031 per session on Opus 5.5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
Speak-Turbo AGENTS.md compared with instructions from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| Speak-Turbo AGENTS.mdEmZod/Speak-Turbo | Instructions file | 20 | 8mo ago | MIT | A | 768 | Codex, OpenCode |
| vscode buildNext.instructions.mdmicrosoft/vscode | Instructions file | 195k | yesterday | MIT | A | 9,719 | GitHub Copilot |
| next.js AGENTS.mdvercel/next.js | Instructions file | 143k | yesterday | MIT | A | 7,461 | Codex, OpenCode |
| langchain AGENTS.mdlangchain-ai/langchain | Instructions file | 149k | yesterday | MIT | A | 4,680 | Codex, OpenCode |
| vscode oss-third-party-notices.instructions.mdmicrosoft/vscode | Instructions file | 195k | yesterday | MIT | A | 5,516 | GitHub Copilot |
| vscode copilot-instructions.mdmicrosoft/vscode | Instructions file | 195k | yesterday | MIT | A | 3,093 | GitHub Copilot |
| deepseek-harness AGENTS.mddeepseek-ai/deepseek-harness | Instructions file | 274k | 2d ago | MIT | A | 4,313 | Codex, OpenCode |