real-esrgan-x4plus SKILL.md skillC
real-esrgan-x4plus 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/real-esrgan-x4plus@git:20260822.fbacac1Pins git:20260822.fbacac1 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- C, 13 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- qualcomm/qai-appbuilder
- Path
tools/qaiappbuilder/factory/chat_features/app-builder/models/real-esrgan-x4plus/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260822.fbacac1, committed Aug 22, 2026
- Size
- 11,829 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 · Real-ESRGAN x4plus (Super-Resolution — App Builder Pack) > Injected when user selects `real-esrgan-x4plus` Pack. Teaches how to *interpret* > Real-ESRGAN output (upscaled image), not how to call it. > > Both flows valid: you MAY call `appbuilder_run` to verify I/O shape; > user's WebUI calls it over HTTP API. A Run result may already be in > conversation — interpret it using this file. --- ## 1. What this Pack does Real-ESRGAN x4plus: image/video super-resolution from xinntao/Real-ESRGAN, running on Snapdragon X Elite NPU (QNN HTP FP16). Single QNN context binary: 1. **real_esrgan_480x640_fp16.bin** — RRDB-based generator, input [1,3,480,640] NCHW, output [1,3,1920,2560] NCHW **Input:** RGB image of any size (PNG, JPG, JPEG, WebP, BMP, TIFF). Max 20 MB. **Output:** JSON with `output_path`, `original_size`, `upscaled_size`, `scale`. Fixed 4x upscale factor. Arbitrary input sizes handled via tiled inference with overlap blending (tile 640×480 input, 32px overlap, linear feathering at seams). **Performance:** ~800 ms per tile on NPU. Total time depends on image size (number of tiles). --- ## 2. Parameters | Param | Type | Default | Meaning | …
Read the whole file at its exact version.
How to install
mdr add qualcomm/qai-appbuilder/real-esrgan-x4plus@sha256:1992383fce6e04d8The 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_zfi245mfeoadxr77)
2 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
- fail: No link to a raw IP address (matched: http://127.0.0.1:1975)
- pass: Size between 200 bytes and 200 KB (11829 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 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_zfi245mfeoadxr77 GET https://markdownregistry.com/api/v1/resolve?ref=qualcomm/qai-appbuilder/real-esrgan-x4plus GET https://markdownregistry.com/api/v1/blob/1992383fce6e04d8f425899db5165baf747229631dcee1b1c70d38a59c2f52c7
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.