zipformer-zh SKILL.md skillC
zipformer-zh from qualcomm/qai-appbuilder is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add qualcomm/qai-appbuilder/zipformer-zh@git:20260822.fbacac1Pins git:20260822.fbacac1 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- C, 14 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- qualcomm/qai-appbuilder
- Path
tools/qaiappbuilder/factory/chat_features/app-builder/models/zipformer-zh/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260822.fbacac1, committed Aug 22, 2026
- Size
- 13,348 bytes
- Repository stars
- 252
- License
- a license file GitHub does not identify
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
# SKILL · Zipformer (Chinese) (App Builder Pack) > Audience: this file is injected when the user selects `zipformer-zh` > in App Builder and starts an LLM conversation. It teaches the model > how to *interpret* zipformer-zh output, not how to *call* it. > > This Pack runs on-device. Both flows are valid: you MAY call > `appbuilder_run` to verify I/O shape, and the user's WebUI calls it > over HTTP API. A Run result may already be in conversation (after > **Send to Chat**). --- ## 1. What this Pack does (one-liner) Streaming RNN-T (k2-fsa / sherpa-onnx) for Mandarin Chinese on Snapdragon QNN HTP with INT8 quantization. Three QNN binaries: `encoder.bin` (streaming Zipformer encoder), `decoder.bin` (prediction network), `joiner.bin` (combines encoder embedding × decoder state → token distribution). Accepts one audio clip (WAV/WEBM, mono 16 kHz, ≤120 s), returns JSON with full text + time-aligned segments. **Input:** one audio file. Mic capture allowed (`allowMic=true`); front end records WAV @ 16 kHz mono. **Output:** JSON with `fullText`, `segments[]` (see schema below). …
Read the whole file at its exact version.
How to install
mdr add qualcomm/qai-appbuilder/zipformer-zh@sha256:43178c0ce717a01bThe line at the top of this page pins the label git:20260822.fbacac1, 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_7nlzidqjouwofi32)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Aug 22, 2026.
Audit of the latest version
- fail: Frontmatter block present
- fail: Frontmatter declares a name
- fail: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (13348 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
Starting a new one? Use a template for SKILL.md on mdpantry, which passes every one of these checks and says what to change in it.
Source
qualcomm/qai-appbuilder · 252 stars · license a license file GitHub does not identify · pushed 2026-10-22 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_7nlzidqjouwofi32 GET https://markdownregistry.com/api/v1/resolve?ref=qualcomm/qai-appbuilder/zipformer-zh GET https://markdownregistry.com/api/v1/blob/43178c0ce717a01b18f14860502c2dc1cd8d551015ea012ba775f4c0059a9cf8
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.