neuron-explorer
Steering-first neuron explorer for Qwen3.5-4B: push every MLP neuron, keep every rollout, browse the results
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一分鐘完成驗證Native macOS & iPadOS SSH workspace — terminal, SFTP, PostgreSQL, monitoring & network tools over a memory-safe Rust core bridged to Swift with UniFFI.
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取自儲存庫 README
正在載入完整 README。 以下為已儲存的摘錄。
Native macOS, iPhone, and iPad SSH workspace. AppKit + SwiftUI shell, SwiftTerm for the PTY, ssh-commander-core for the protocol layer, uniffi for the FFI bridge. Stable internal package names and URLs retain agent-ssh for compatibility.
• Xcode 27+ (Swift 6.4, macOS 27 / iOS 27 SDKs — what CI builds with) and command-line tools (xcode-select --install)
• Rust 1.95+ (edition 2024) — rustup default stable
• just — brew install just
• xcodegen — brew install xcodegen (auto-installed by just mac-bootstrap)
Run just (no args) for the full recipe list.檢視完整 README ↗Native macOS, iPhone, and iPad SSH workspace. AppKit + SwiftUI shell, SwiftTerm for the PTY, ssh-commander-core for the protocol layer, uniffi for the FFI bridge. Stable internal package names and URLs retain agent-ssh for compatibility.
| Layer | Lives in | Notes |
|---|---|---|
| App shell | AgentSshApp/, AgentSshMobile/ | AppKit window + SwiftUI views, SwiftTerm |
| Swift framework | Sources/AgentSshMacOS/ | Cross-target models, stores |
| FFI bridge | src/ | Rust → Swift via uniffi proc-macros |
| Generated bindings | bindings/ | agent_ssh.swift, agent_sshFFI.h, module.modulemap |
| Protocol layer | crates.io: ssh-commander-core, ssh-commander-pg-parquet | external |
| Xcode project | Mc-Ssh.xcodeproj | generated from project.yml by xcodegen |
xcode-select --install)rustup default stablejust — brew install justxcodegen — brew install xcodegen (auto-installed by just mac-bootstrap)just bootstrap # one-time: xcodegen + macOS + iOS Rust targets
# Native macOS app (ad-hoc signed, opens Finder window)
just mac-build
just mac-run
# Physical iPad / iPhone over USB or Wi-Fi (signing team from project.yml)
just run-on-ipad
just run-on-iphone
# iPad simulator (boots a sim, installs, launches)
just run-on-ipad-sim "iPad Pro"
# Full local CI pass
just ci-local
Run just (no args) for the full recipe list.
# 1. Edit src/ffi/ (or src/lib.rs)
# 2. Regenerate Swift bindings
just mac-bindings
# 3. Rebuild
just mac-build
The bindings under bindings/ are committed — regenerate and commit them whenever the FFI changes. Hand-patching bindings/agent_ssh.swift will appear to work but the per-function uniffi checksums will diverge from what the Rust lib reports at runtime, and rshellInit() will panic with _assertionFailure.
project.ymljust mac-gen # regenerate Mc-Ssh.xcodeproj
The xcodeproj is gitignored — mac-gen is automatic before any mac-* build via _ensure-xcodeproj.
export APPLE_SIGNING_IDENTITY="Developer ID Application: Your Name (TEAMID)"
export APPLE_ID="…"
export APPLE_TEAM_ID="…"
export APPLE_APP_SPECIFIC_PASSWORD="…"
just mac-release true # build → DMG → notarize → staple
For a build-only DMG without notarization, drop the env vars and run just mac-release (defaults to false).
just mac-sparkle-keygen # one-time, populate Info.plist with the public key
just mac-sparkle-appcast ./dist # generate appcast.xml from a folder of DMGs
.
├── Cargo.toml # FFI crate manifest
├── build.rs # uniffi build hook
├── uniffi-bindgen.rs # bindgen entry point (cargo run --bin uniffi-bindgen)
├── src/ # Rust FFI bridge (bridge.rs, ffi.rs, monitor.rs)
├── bindings/ # generated Swift bindings (committed)
├── project.yml # XcodeGen manifest (single source of truth)
├── Mc-Ssh.xcodeproj/ # generated; gitignored
├── Package.swift # SPM wrapper around the static lib
├── Sources/AgentSshMacOS/ # cross-target Swift framework (models + stores)
├── AgentSshApp/ # macOS app target — SwiftUI views + managers
├── AgentSshMobile/ # iPadOS / iOS app target
├── Tests/ # XCTest harness (AgentSshMacOS + AgentSshApp + Beta smoke)
├── scripts/ # release, notarize, find-sparkle-tool helpers
├── justfile # command surface
├── README.md # you are here
├── AGENTS.md # AI-agent code tour
└── TOOLS.md # in-app feature catalog
error: There is no XCFramework found at .../Sparkle.xcframework — stale Xcode SourcePackages cache pinned to the old absolute path. Wipe and regenerate:
rm -rf build .build Mc-Ssh.xcodeproj
just mac-gen
just mac-build
Thread 3 Crashed: rshellInit() → _assertionFailure — uniffi binding checksums don't match the rebuilt Rust lib. Always regenerate via just mac-bindings after touching the FFI; never hand-edit the generated Swift.
Build is slow on first run — russh and parquet (transitive via ssh-commander-pg-parquet) compile from source. Subsequent incremental builds are fast.
Contributions are welcome — see CONTRIBUTING.md for setup, local checks, and the FFI workflow. All contributors agree to the CLA.
GNU AGPL-3.0 © 2026 Andreas Mueller. The project is also available under separate commercial terms; reach out if AGPL doesn't fit your use.