voice-command-or-chatter SKILL.md skillA
voice-command-or-chatter from mrmps/classifier-dev is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add mrmps/classifier-dev/voice-command-or-chatter@git:20260919.3040be8Pins git:20260919.3040be8 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- mrmps/classifier-dev
- Path
skills/voice-command-or-chatter/SKILL.md- Versions recorded
- 2
- Latest version
- git:20260919.3040be8, committed Sep 19, 2026
- First version recorded
- Sep 19, 2026
- Size
- 5,651 bytes
- Repository stars
- 436
- License
- MIT
Decide whether a speech transcript line is aimed at the assistant or at the other people in the room. Classifies each utterance as command, question, chatter or partial with a calibrated confidence, so an always-on microphone wakes on the two that are addressed to it and stays quiet through the rest. Use when wiring Whisper or any ASR to an agent, building a voice assistant, meeting bot or car interface, or on "it answers things nobody asked it", "false wakes…
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
# Wake only on what was said to you Continuous ASR gives you every word in the room, including the half of it that was never meant for the assistant. A wake word solves that by making people talk like a remote control. Classifying the utterance instead lets them talk normally, and gives you a number to gate on. Four labels carry it: `command`, `question`, `chatter`, `partial`. ## When not to use it - With a wake word already in the pipeline. The wake word did the job. - For what the command *means*. This says the line was addressed to you; your own model turns it into an intent and slots. - On audio. It reads text, so ASR comes first, and its errors are yours. - Where a false wake is expensive — a car control, a payment. Raise the gate and confirm out loud. ## 1. One line, to check the wiring ``` curl -s "https://classifier.dev/command,question,chatter,partial/turn+off+the+kitchen+lights" command ``` ## 2. A real run from the shell ``` npm i -g classifier-dev@0.1.3 ``` `transcript.txt`, one utterance per line, straight out of the ASR: ``` classify command,question,chatter,partial \ …
Read the whole file at its exact version.
How to install
mdr add mrmps/classifier-dev/voice-command-or-chatter@sha256:a566208a9e15d24eThe line at the top of this page pins the label git:20260919.3040be8, 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.
[](https://markdownregistry.com/a/art_ua5mx6njycwfweo6)
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Versions
The registry has recorded 2 versions of this file, all committed on Sep 19, 2026.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260919.3040be8 latest | 2026-09-19 | 3040be8 | 5,651 B | A | view · diff |
| git:20260919.33ae531 | 2026-09-19 | 33ae531 | 5,665 B | A | view |
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (5651 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
mrmps/classifier-dev · 436 stars · license MIT · pushed 2026-11-06 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_ua5mx6njycwfweo6 GET https://markdownregistry.com/api/v1/resolve?ref=mrmps/classifier-dev/voice-command-or-chatter GET https://markdownregistry.com/api/v1/blob/a566208a9e15d24e8d79915b133f7428f514b2faddeaf40d6214bb0e4fa6a30b
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.