DESIGN.md@docsA

DESIGN.md@docs from nanguoyu/mobilellm is a DESIGN.md file: the design rules coding agents follow in that repo.

Install it, pinned
mdr add nanguoyu/mobilellm/docs/DESIGN.md@git:20261022.283f756

Pins git:20261022.283f756 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 14 of 14 checks passed
Kind
DESIGN.md file
Repository
nanguoyu/mobilellm
Path
docs/DESIGN.md
Versions recorded
5
Latest version
git:20261022.283f756, committed Oct 22, 2026
First version recorded
Jul 15, 2026
Size
25,689 bytes
Repository stars
23
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

> ## Historical design record, frozen 2026-07-15
>
> The body below preserves the original pre-build design. Current implementation details are in
> [ARCHITECTURE.md](ARCHITECTURE.md), dependency/toolchain instructions in [WIRING.md](WIRING.md),
> and dated verification/open work in [STATUS.md](STATUS.md). Requirements live in [spec.md](../spec.md).
>
> Since this design, the app has added three local engines, optional online models, durable agent runs,
> Tool V2 approvals, subagents, and Dynamic Workflows. MLX is isolated in `LLMEngineMLX`, not `LLMCore`.
> The product uses an ink-wash palette. Launch restores identity without loading weights, and memory-fit
> estimates do not block an installed model from being attempted. The original blanket offline/privacy
> claims and pending-feature statements below are historical, not current behavior. Online inference,
> network tools, discovery/downloads, skill imports, and some speech recognition can use the network.
>
> Preface reviewed 2026-10-22. Everything below the separator is preserved as the initial design record.

---

# mobileLLM — Design
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add nanguoyu/mobilellm/docs/DESIGN.md@sha256:f612406f1e4753e9

The line at the top of this page pins the label git:20261022.283f756, 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_eh3udqu3q2ug3jti.svg)](https://markdownregistry.com/a/art_eh3udqu3q2ug3jti)

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

Versions

The registry has recorded 5 versions of this file, between Jul 15, 2026 and Oct 22, 2026, about one every 25 days.

versioncommittedcommitsizeaudit
git:20261022.283f756 latest2026-10-22 283f756 25,689 BA view · diff
git:20260731.4bb913c2026-07-31 4bb913c 26,523 BA view · diff
git:20260716.236f5902026-07-16 236f590 26,209 BA view · diff
git:20260715.d694cce2026-07-15 d694cce 24,596 BA view · diff
git:20260715.484b7532026-07-15 484b753 24,342 BA view

Audit of the latest version

A  14 of 14 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.
  • pass: Size between 200 bytes and 200 KB (25689 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

nanguoyu/mobilellm · 23 stars · license a license file GitHub does not identify · pushed 2026-10-27 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_eh3udqu3q2ug3jti
GET https://markdownregistry.com/api/v1/resolve?ref=nanguoyu/mobilellm/docs/DESIGN.md
GET https://markdownregistry.com/api/v1/blob/f612406f1e4753e9ded227d3a8983b491c5eaad5963093edd7c02ab0793a6823

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: what DESIGN.md is and how agents use it · which agent file does what.

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