running-livekit-simulations SKILL.md skillA

running-livekit-simulations from livekit/agent-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add livekit/agent-skills/running-livekit-simulations@git:20260924.5d7488b

Pins git:20260924.5d7488b in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
livekit/agent-skills
Path
skills/running-livekit-simulations/SKILL.md
Versions recorded
2
Latest version
git:20260924.5d7488b, committed Sep 24, 2026
First version recorded
Sep 24, 2026
Size
6,617 bytes
Repository stars
74
License
MIT

Runs LiveKit agent simulations and acts on the results. Use when the user says "run my simulations", "regression test my agent before deploying", "run the scenarios", "use lk agent simulate", "did my agent pass", "why did this scenario fail", "run simulations in CI", "test the audio pipeline", "check turn-taking and interruptions", or wants to check whole-conversation behavior before shipping. Covers text and audio mode and what each catches, running against a local or deployed agent…

Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.

What the file says

# Running LiveKit simulations

A simulation plays a scenario against the real agent using an LLM-driven simulated user, then a
judge grades the transcript. A unit test asserts on one turn. A simulation tells you whether a
*whole conversation* reached the right outcome.

Read `lk agent simulate --help` before running. Subcommands and flags change, a wrong flag wastes a
paid run, and this skill doesn't restate them. `reading-livekit-docs` has the rest.

## When to reach for a simulation

Use simulations to regression-test long-horizon behavior before deploying to production: whether a
multi-turn conversation reaches the right outcome when the caller backtracks, whether details
gathered early survive to the end, whether the agent holds to its instructions under pressure, and
whether it ended in the right *state*. For a single turn, use `testing-livekit-agents`; to poke at
behavior while editing, use `debugging-livekit-agents`.

## Running

Run from the agent's project directory. The mode is a subcommand:

```bash
lk agent simulate text --scenarios scenarios.yaml    # see --help for the current flags
```
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add livekit/agent-skills/running-livekit-simulations@sha256:e373c9dc38f30999

The line at the top of this page pins the label git:20260924.5d7488b, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_aqqwey3ae67qecns.svg)](https://markdownregistry.com/a/art_aqqwey3ae67qecns)

4 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 2 versions of this file, all committed on Sep 24, 2026.

versioncommittedcommitsizeaudit
git:20260924.5d7488b latest2026-09-24 5d7488b 6,617 BA view · diff
v1.0.02026-09-24 4305938 6,636 BA view

Audit of the latest version

A  17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (6617 bytes)
  • pass: No zero-width or bidi control characters
  • pass: No instruction hidden inside an HTML comment
  • pass: No link to an exfiltration or paste host
  • pass: No credential-shaped string
  • pass: No instruction to send local credentials anywhere
  • pass: No text hidden with inline styles
  • pass: No prompt-injection phrasing
  • pass: No curl or wget piped into a shell
  • pass: No recursive delete of root, home or parent
  • pass: No instruction to read or print local credentials
  • pass: No base64 blob over 200 characters
  • pass: No link to a raw IP address
  • pass: No script tag

Source

GitHub

livekit/agent-skills · 74 stars · license MIT · pushed 2026-11-06 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_aqqwey3ae67qecns
GET https://markdownregistry.com/api/v1/resolve?ref=livekit/agent-skills/running-livekit-simulations
GET https://markdownregistry.com/api/v1/blob/e373c9dc38f309995ec0c20eccf3d3644e65ac46533040496ffcba81462c3d47

Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.

Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.

More from livekit/agent-skills

AGENTS.md AGENTS.md file
livekit/agent-skills · AGENTS.md
git:20261009.35c95df · audit A · 74 stars
CLAUDE.md CLAUDE.md file
livekit/agent-skills · CLAUDE.md
git:20260204.8434095 · audit B · 74 stars
building-livekit-agents SKILL.md skill
livekit/agent-skills · skills/building-livekit-agents/SKILL.md · Builds voice and chat AI agents with LiveKit Agents and LiveKit Cloud. Use when the user asks to "build a voice agent"…
git:20261021.e1195b4 · audit A · 74 stars
debugging-livekit-agents SKILL.md skill
livekit/agent-skills · skills/debugging-livekit-agents/SKILL.md · Drives a live multi-turn conversation with a LiveKit agent running locally, using `lk agent debugger`. Use when the…
git:20261009.8095b29 · audit A · 74 stars
operating-livekit-agents SKILL.md skill
livekit/agent-skills · skills/operating-livekit-agents/SKILL.md · Deploys and operates a LiveKit agent in production: shipping a version to LiveKit Cloud and rolling it back, secrets…
git:20260924.5d7488b · audit A · 74 stars
reading-livekit-docs SKILL.md skill
livekit/agent-skills · skills/reading-livekit-docs/SKILL.md · Looks up current LiveKit facts (API signatures, CLI flags, config options, model and provider support, SDK changelogs…
git:20260924.5d7488b · audit A · 74 stars
testing-livekit-agents SKILL.md skill
livekit/agent-skills · skills/testing-livekit-agents/SKILL.md · Writes turn-level tests for a LiveKit agent in the user''s normal test suite: pytest (Python) or Vitest (Node.js). Use…
git:20260924.5d7488b · audit A · 74 stars
writing-livekit-scenarios SKILL.md skill
livekit/agent-skills · skills/writing-livekit-scenarios/SKILL.md · Creates and maintains the scenarios a LiveKit agent simulation runs, and wires the agent to consume them. Use when the…
git:20260924.5d7488b · audit A · 74 stars

Every file in livekit/agent-skills

Other files named running-livekit-simulations

running-livekit-simulations SKILL.md skill
fcakyon/claude-codex-settings · plugins/livekit-skills/skills/running-livekit-simulations/SKILL.md · Runs LiveKit agent simulations and acts on the results. Use when the user says "run my simulations", "regression test…
git:20261001.f7836da · audit A · 1,200 stars

Browse by kind, by grade A, or by owner.