Borrowing it
Nothing to install: this file belongs to livekit-examples/agent-starter-python. 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/livekit-examples/agent-starter-python/main/AGENTS.mdgit clone --depth 1 https://github.com/livekit-examples/agent-starter-pythonWrote 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/livekit-examples/agent-starter-python/agents-md)<a href="https://agentmods.dev/instructions/livekit-examples/agent-starter-python/agents-md"><img src="https://agentmods.dev/badge/instructions/livekit-examples/agent-starter-python/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/livekit-examples/agent-starter-python/agents-md"><img src="https://agentmods.dev/badge/instructions/livekit-examples/agent-starter-python/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 | $0.01193 | $0.01193 |
| Opus 5.5 | $0.00477 | $0.00477 |
| Sonnet 5.5 | $0.00239 | $0.00239 |
| Haiku 4.5 | $0.00119 | $0.00119 |
Grade C, and why
agent-starter-python AGENTS.md scanned grade C with 2 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 4d 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.
Downloads and executes remote codehighSupply chain
curl | sh runs whatever the server returns today, which is not necessarily what it returned when this was reviewed.
- **Linux:** `curl -sSL https://get.livekit.io/cli | bash` Makes network callslowCapability
Not a fault in itself. Listed so you know the mod talks to something, and to what.
- **Linux:** `curl -sSL https://get.livekit.io/cli | bash` Copies of this mod
1 near-identical copy found in the catalogue:
- agent-starter-node AGENTS.md — 88% identical, 14 lines differ
How it starts
The opening of the file, as written. The whole thing — 63 lines — stays where its author put it; the contents beside it link to each section on GitHub.
AGENTS.md
This is a LiveKit Agents project. LiveKit Agents is a Python SDK for building voice AI agents. This starter is designed to run in LiveKit Cloud. See @README.md for more about the rest of the LiveKit ecosystem.
Tooling
This Python project uses the uv package manager.
Be sure to maintain code formatting, using uv run ruff format and uv run ruff check.
LiveKit documentation
Always refer to the latest documentation when working with this project. LiveKit offers both a CLI (lk docs) and an MCP server for browsing and searching its documentation.
LiveKit CLI
Install or update the CLI:
- macOS:
brew install livekit-cli(update:brew update && brew upgrade livekit-cli) - Linux:
curl -sSL https://get.livekit.io/cli | bash - Windows:
winget install LiveKit.LiveKitCLI(update:winget upgrade LiveKit.LiveKitCLI)
Run lk docs before your first docs lookup. Its help text explains how to use each command and how to interpret results.
LiveKit docs MCP server
For deeper coding agent integration, LiveKit also offers an MCP server.
Submit feedback to LiveKit
When you run into any problem with LiveKit, add it to your to-do list, then submit it with lk docs submit-feedback or the MCP submit_docs_feedback tool once you finish your other tasks. Useful feedback includes incomplete documentation, broken examples, missing steps, broken features or implementations, and any other gap or issue in the LiveKit ecosystem.
LiveKit agent skills
LiveKit publishes agent skills for each stage of the work: reading the docs, building, debugging, testing, writing scenarios, running simulations, and operating in production. They defer to the live documentation for API details. Before you start a task, check that they're installed: look for .agents/skills/ or .claude/skills/ in this project, or in the developer's home directory for a global install. If they're missing, install them with lk skills install --yes, which installs them for the coding agents it detects and adds the LiveKit Docs MCP server to their config. If you can't run commands, or the CLI has no skills command (it was added in v2.19.0), ask the developer to update the CLI and run lk skills install. If your tool doesn't load skills automatically, or they were installed after this session started, read the matching SKILL.md (for example .agents/skills/<name>/SKILL.md) before you start that kind of task.
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.
- 4d ago Changed · +82 tokens per session 4ff11c8bea3f
- 14d ago Changed · +35 tokens per session ff27aab489ad
- 1mo ago Changed · +9 lines · -85 tokens per session 3cdd34ae0778
- 1mo ago Changed · +80 tokens per session 63de11cfefb2
- 1mo ago Changed · +2 lines · +71 tokens per session fa232b962abe
- 1mo ago First seen · 52 lines · 1,010 tokens per session scan C 8f42ba09f963
agent-starter-python AGENTS.md is an instructions file published in the GitHub repository livekit-examples/agent-starter-python (268 stars, last pushed 4d ago), licensed MIT. It adds 1,193 tokens to every session, about $0.0048 per session on Opus 5.5. A static security scan graded it C with 2 findings (downloads and executes remote code, makes network calls). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
Other instructions, from other repositories
vscode buildNext.instructions.md
Working notes and architecture documentation for the new esbuild-based build system in build/next. Use when making changes to the new build pipeline (transpile/bundle commands, NLS plugin, source-map handling, resource copying, or self-hosting watch tasks).
next.js AGENTS.md
AGENTS.md instructions for vercel/next.js, covering next.js development guide, codebase structure, monorepo overview, core package: packages/next and other important packages.
vscode oss-third-party-notices.instructions.md
Instructions for microsoft/vscode, covering vs code oss third-party-notices pipeline, architecture, pipeline flow in ci, cache eligibility and rollout and applying the notice (cutover).
langchain AGENTS.md
AGENTS.md instructions for langchain-ai/langchain, covering global development guidelines for the langchain monorepo, corridor security analysis, project architecture and context, monorepo structure and development tools & commands.
vscode copilot-instructions.md
Copilot instructions for microsoft/vscode, covering vs code copilot instructions, project overview, root folders, core architecture (src/ folder) and built-in extensions (extensions/ folder).
vscode model-prompts.instructions.md
Model-specific prompt authoring and registry guidelines.