flutter-edge-ai-onnx SKILL.md skillB
flutter-edge-ai-onnx from denisovav/flutter_edge_ai is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add denisovav/flutter_edge_ai/flutter-edge-ai-onnx@git:20261024.fd092b2Pins git:20261024.fd092b2 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- B, 16 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- denisovav/flutter_edge_ai
- Path
packages/flutter_edge_ai/skills/flutter-edge-ai-onnx/SKILL.md- Versions recorded
- 5
- Latest version
- git:20261024.fd092b2, committed Oct 24, 2026
- First version recorded
- Oct 11, 2026
- Size
- 6,317 bytes
- Repository stars
- 649
- License
- MIT
Use when running ONNX models with flutter_edge_ai_onnx (ModelFileType.onnx) — ORT-GenAI text generation (e.g. Phi-3.5-mini) or ONNX embeddings — on macOS arm64, Linux x64, Windows x64, Android arm64, iOS arm64, or in the browser through Transformers.js. Also use when an ONNX install is routed to the wrong engine, genai_config.json is missing, or getActiveModel throws "No inference engine can handle this model" on another platform. For .litertlm models use flutter-edge-ai-inference; for .task…
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
# The ONNX engine ## Rules 1. Depend on `flutter_edge_ai` and `flutter_edge_ai_onnx`, and import both. The engine package does not re-export core. 2. Declare `fileType: ModelFileType.onnx`. Without it the install defaults to `task` and never reaches `OnnxEngine`. 3. An ORT-GenAI model is a directory — `genai_config.json`, the `.onnx` graph, its weights and a tokenizer. Install it with `fromHuggingFace(repo)`, which downloads the whole folder, or point `fromFile` at a local `genai_config.json`. A single-file download or a Flutter asset cannot produce it. 4. Native generation runs on macOS arm64, Linux x64, Windows x64, Windows ARM64 (verified on a Windows 11 ARM64 runner), Android arm64 and iOS arm64. On any other native host no engine accepts the model and `getActiveModel` throws `No inference engine can handle this model`. Web is a separate arm with its own rules (below). 5. Android needs `minSdk 24` — the build hook fails the build below it. Phi-3.5-mini peaks near 3.7 GB of RAM, so target devices with 6 GB of RAM or more. 6. Text only: no images, no audio, no LoRA. …
Read the whole file at its exact version.
How to install
mdr add denisovav/flutter_edge_ai/flutter-edge-ai-onnx@sha256:2e62642622bc57b2The line at the top of this page pins the label git:20261024.fd092b2, 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_pforvbgvi7w6ltnf)
2 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 5 versions of this file, between Oct 11, 2026 and Oct 24, 2026, about one every 3 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261024.fd092b2 latest | 2026-10-24 | fd092b2 | 6,317 B | B | view · diff |
| git:20261020.525c56e | 2026-10-20 | 525c56e | 6,262 B | B | view · diff |
| git:20261019.0c626b2 | 2026-10-19 | 0c626b2 | 6,067 B | B | view · diff |
| git:20261011.eecfc49 | 2026-10-11 | eecfc49 | 6,047 B | B | view · diff |
| git:20261011.de9819b | 2026-10-11 | de9819b | 5,676 B | B | view |
Audit of the latest version
- fail: No script tag (matched: <script)
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (6317 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
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
denisovav/flutter_edge_ai · 649 stars · license MIT · pushed 2026-10-31 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_pforvbgvi7w6ltnf GET https://markdownregistry.com/api/v1/resolve?ref=denisovav/flutter_edge_ai/flutter-edge-ai-onnx GET https://markdownregistry.com/api/v1/blob/2e62642622bc57b20702ac9ba966ea12cba5c42a5f754740a8ff14b7fe66b44b
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.