neuron-explorer
Qwen3.5‑4B 전용 조향형 뉴런 탐색기, 모든 MLP 뉴런을 밀어 결과를 보관·탐색
개인 계정의 공개 저장소 소유자는 GitHub로 로그인해 운영자를 확인하고 소개를 직접 관리할 수 있습니다. 관리자 승인은 필요하지 않습니다.
로그인한 뒤 확인 파일을 만들어 이 저장소의 기본 브랜치에 30분 안에 커밋해 주세요. 다른 브랜치나 포크의 파일은 인정하지 않습니다. 파일을 올린 뒤 아래에서 확인하면 관리자 승인 없이 관리할 수 있습니다. 자격을 유지하려면 파일을 남겨 두세요.
로그인이 필요하면 로그인 화면으로 이동합니다. 로그인 후 이곳으로 돌아와 원하는 확인 버튼을 다시 눌러 주세요.
프로젝트 폴더에서 /nomorevibe verify를 실행하면 소유권을 확인하고 소개를 직접 관리할 수 있습니다.
1분 만에 확인하기README 전체를 불러오는 중입니다. 아래는 저장된 발췌입니다.
Design CLI for Claude Code, Codex and Antigravity: describe the UI in plain words, get production-grade web, Figma and SwiftUI output through deterministic taste gates.
One design system. Web, Figma, and Apple-native execution. Live: jangtrinh.github.io/design-os
[ Quick start ] ·
[ Agents ] ·
[ Generated examples ] ·
[ Living proof ] ·
[ Motion ] ·
[ Studio gallery ] ·
[ Workflow map ] ·
[ The machine floor ] ·
[ The plugin ] ·
[ The Figma hand ] ·
[ Changelog ]README 전문 보기 ↗design-os)Multi-runtime design operating system and CLI for Claude Code, OpenAI Codex, Gemini CLI, and Google Antigravity.
Install once to equip any AI coding agent with 12+ domain design skills, deterministic verification gates, 2:1 axonometric art direction, and live Figma / SVG / 3D / SwiftUI / packaging workflows.
AI coding agents write functional code quickly, but their default visual output suffers from inconsistent spacing, hallucinated tokens, rainbow badges, and zero verification gates. DESIGN:OS turns aesthetic taste and design systems engineering into deterministic, runtime-agnostic contracts.
| Dimension | Generic AI / Manual Workflow | DESIGN:OS CLI (DESIGN:OS) |
|---|---|---|
| Visual Quality | Generic purple-gradient AI slop and ad-hoc CSS | Token-locked typography, 8pt modular grid, and 2:1 axonometric art direction |
| Context Budget | Dumping massive style guides into every prompt | Progressive skill disclosure (SKILL.md router + on-demand domain packs) |
| Verification | Visual eyeballing with zero automated checks | Deterministic CLI gates (self_check.py, contrast, and anti-flop audits) |
| Multi-Agent Parity | Locked to a single IDE or proprietary prompt format | One canonical skill tree across Claude Code, Codex, Gemini CLI & Antigravity |
| Privacy & Telemetry | Opaque cloud telemetry or unverified third-party APIs | Zero telemetry — 100% local execution (PRIVACY.md audited) |
In Claude Code:
/plugin marketplace add jangtrinh/design-os
/plugin install design-os@design-os
Or from your terminal (Codex, Gemini CLI, Antigravity, OpenCode, or standalone CLI):
git clone https://github.com/jangtrinh/design-os.git
cd design-os
npx @easestart/design-os init
Open your project in your AI coding agent and describe what you need:
"Initialize DESIGN:OS in this repo and wire our design tokens and verification gates for Claude Code and Codex."
"Audit our current frontend components against DESIGN:OS typography, spacing, and WCAG 2.2 AA contrast gates."
"Scaffold a new product landing page with 2:1 axonometric B&W technical illustrations and SEO/AEO/GEO metadata."
python3 scripts/self_check.py
Every deliverable produced by design-os is backed by a deterministic verification gate rather than freehand AI guesswork.
| Deliverable / Mode | Best for | Output Format | Verification Gate |
|---|---|---|---|
| Multi-Runtime Skill Pack | Wiring Claude Code, Codex, Gemini CLI, and Antigravity to one design standard | .claude-plugin + skills/ | python3 scripts/self_check.py |
| Design System Tokens & Gates | Enforcing spacing, typography, and WCAG 2.2 AA contrast in CI | JSON / CSS / CLI exit code | Zero contrast or grid violations |
| Cross-Engine Orchestration | Routing tasks to Figma, SVG Animation, 3D Blender, Apple SwiftUI, or Origami CAD | Verified domain artifacts | 13-engine ecosystem parity |
| Design-System Guidelines Pack | Teaching any design agent the rules a library cannot show — owner rulings, look-alike components, measured anti-patterns — and shipping them as a Figma library guidelines bundle | design/guidelines/*.md + figma-guidelines/ | ui ds guidelines check — no invented names, no tampered facts, Figma's 8-file / 200 KB limits |
Choose the setup that matches your AI coding agent. Every option installs the same canonical skill (skills/design-os/SKILL.md) and /doctor diagnostic suite.
Run these two commands inside Claude Code:
/plugin marketplace add jangtrinh/design-os
/plugin install design-os@design-os
Install to your personal Codex skills directory:
git clone https://github.com/jangtrinh/design-os.git /tmp/design-os
mkdir -p ~/.codex/skills/design-os ~/.codex/prompts
cp -R /tmp/design-os/skills/design-os/* ~/.codex/skills/design-os/
cp /tmp/design-os/prompts/doctor.md ~/.codex/prompts/design-os-doctor.md
rm -rf /tmp/design-os
git clone https://github.com/jangtrinh/design-os.git /tmp/design-os
mkdir -p ~/.gemini/skills/design-os
cp -R /tmp/design-os/skills/design-os/* ~/.gemini/skills/design-os/
rm -rf /tmp/design-os
git clone https://github.com/jangtrinh/design-os.git /tmp/design-os
mkdir -p ~/.agents/skills/design-os
cp -R /tmp/design-os/skills/design-os/* ~/.agents/skills/design-os/
rm -rf /tmp/design-os
Verify installation:
python3 scripts/self_check.py
Or run /doctor inside Claude Code / Codex to inspect installed skill paths, plugin manifests, and gate health.
Uninstall:
rm -rf ~/.claude/skills/design-os ~/.codex/skills/design-os ~/.gemini/skills/design-os ~/.agents/skills/design-os
Once installed, skills/design-os/SKILL.md activates automatically when your prompt matches its domain triggers. Browse docs/cookbook.md for copy-paste prompt recipes.
Generate & Scaffold
"Initialize DESIGN:OS in this repo and wire our design tokens and verification gates for Claude Code and Codex."
Audit & Verify
"Audit our current frontend components against DESIGN:OS typography, spacing, and WCAG 2.2 AA contrast gates."
Export & Automate
"Scaffold a new product landing page with 2:1 axonometric B&W technical illustrations and SEO/AEO/GEO metadata."
| Command | Environment | What it does |
|---|---|---|
/doctor | Claude Code / Codex | Read-only diagnostic check of installed skill paths, plugin manifests, and runtime prerequisites |
python3 scripts/self_check.py | Terminal / CI | Deterministic offline verification of manifests, skill contracts, and governance files |
npx @easestart/design-os doctor | Terminal / CI | Inspect active runtime adapters (Claude Code, Codex, Gemini CLI, Antigravity) and installed skill packs |
ui taste-lint — 34 absolute checks | Terminal / CI | Generated-UI taste checks across motion, typography, spacing, and focus states |
ui validate-layout — 20 checks | Terminal / CI | Structural and overflow safety checks (100vw traps, unclosed tags, sticky overflow) |
ui content-lint — 12 checks | Terminal / CI | Honest copy checks (placeholder text, lorem-ipsum, generic names, all-caps shouting) |
ui tell-lint — 43 checks, any language | Terminal / CI | Polyglot design-tell checks across HTML, JSX/TSX, Vue, Svelte, CSS, SwiftUI, and Flutter |
ui ds guidelines build | check | export --target figma | Terminal / CI | Compile a cited guidelines pack from your sealed design system, rulings and glossary; lint it; export a ready-to-upload Figma library guidelines bundle |
skills/design-os-designer — build.mjs, validate.mjs, look.mjs | Any agent runtime | The shipped design skill: build an evidence folder for a page, run ui gate plus file checks, render a three-width sheet with measured items; ui init wires it into Claude Code, Antigravity and Codex |
skills/design-os/SKILL.md frontmatter triggers.SKILL.md router loads initially; detailed recipes and scripts load on demand.scripts/self_check.py and domain verifiers (npx @easestart/design-os init) validate the artifact before completion.User Prompt / CLI Invocation
│
▼
┌───────────────────────────────────────────────┐
│ skills/design-os/SKILL.md
│ Progressive disclosure router & hard rules │
└───────────┬───────────────────────────────────┘
│ loads on demand
▼
┌───────────────────────────────────────────────┐
│ npx @easestart/design-os doctor
│ Deterministic build & contract enforcement │
└───────────┬───────────────────────────────────┘
│ verifies
▼
┌───────────────────────────────────────────────┐
│ python3 scripts/self_check.py + /doctor │
│ Zero-telemetry local verification gate │
└───────────────────────────────────────────────┘
design-os uses progressive context disclosure so your agent's context window stays fast and focused:
| File | Loaded when |
|---|---|
skills/design-os/SKILL.md | Always (~100–150 lines) — routing rules, triggers, and execution workflow |
docs/cookbook.md | When selecting multi-step prompt recipes or domain patterns |
commands/doctor.md / prompts/doctor.md | Only when running /doctor diagnostics |
llms.txt | When indexed by AI answer engines, RAG pipelines, or repo crawlers |
design-os/
├── .claude-plugin/
│ ├── plugin.json # Claude Code plugin manifest
│ └── marketplace.json # Claude Code marketplace catalog
├── .codex-plugin/
│ └── plugin.json # OpenAI Codex plugin & interface manifest
├── .agents/
│ └── plugins/marketplace.json # Cross-agent local plugin registry
├── .factory-plugin/
│ ├── plugin.json # Factory / Droid plugin manifest
│ └── marketplace.json # Factory marketplace metadata
├── skills/
│ └── design-os/
│ └── SKILL.md # Canonical agent skill entrypoint
├── commands/
│ └── doctor.md # /doctor diagnostic slash command
├── prompts/
│ └── doctor.md # Codex diagnostic prompt mirror
├── scripts/
│ └── self_check.py # Deterministic repository & skill self-check
├── docs/
│ ├── cookbook.md # Copy-paste prompt recipes by job
│ └── llms.txt # GEO / LLM discovery index
├── PRIVACY.md # Zero-telemetry & local-first privacy commitment
├── SECURITY.md # Vulnerability disclosure & security policy
├── CONTRIBUTING.md # Contribution workflow & verification rules
├── CODE_OF_CONDUCT.md # Contributor Covenant code of conduct
├── CHANGELOG.md # Release history
├── llms.txt # Root LLM indexing manifest
├── LICENSE # PolyForm Shield 1.0.0
└── README.md
python3 scripts/self_check.py prints ok: design-os self-check passed (design-os) and exits 0.npx @easestart/design-os init passes with zero contract or test regressions.skills/design-os/SKILL.md automatically when given any prompt from docs/cookbook.md.PRIVACY.md).DESIGN:OS is free and source-available (PolyForm Shield). The Autonomous Design Agent talks from the design:os by Jang channel (Vietnamese, with English terms):
More: Autonomous Design Agent series.
design-os is one of the 13 source-available engines in the DESIGN:OS ecosystem:
| Engine | Live Docs | Repository | Layer |
|---|---|---|---|
| DESIGN:OS CLI | jangtrinh.github.io/design-os | jangtrinh/design-os | cli |
| Knowledge Builder | jangtrinh.github.io/design-os-knowledge-builder | jangtrinh/design-os-knowledge-builder | compiler |
| Figma Plugin & CLI | jangtrinh.github.io/design-os-figma-plugin | jangtrinh/design-os-figma-plugin | plugin |
| SVG Animation Engine | jangtrinh.github.io/design-os-svg-animation | jangtrinh/design-os-svg-animation | engine |
| 3D Blender Agent | jangtrinh.github.io/design-os-3d-blender |
CONTRIBUTING.md for pull request guidelines and verification gates (python3 scripts/self_check.py).CODE_OF_CONDUCT.md.SECURITY.md and PRIVACY.md.CHANGELOG.md and machine-readable index in llms.txt.If design-os saves you time, a star on GitHub helps other engineers and AI agents find it.
jangtrinh/design-os-3d-blender3d / cad |
| OPAH ONE Drone | jangtrinh.github.io/design-os-drone-showcase | jangtrinh/design-os-drone-showcase | hardware |
| GitHub Pages Engine | jangtrinh.github.io/design-os-github-page | jangtrinh/design-os-github-page | pages |
| Apple Design OS | jangtrinh.github.io/design-os-apple | jangtrinh/design-os-apple | swiftui |
| Agent Teacher | jangtrinh.github.io/design-os-pedagogy | jangtrinh/design-os-pedagogy | pedagogy |
| Origami CAD | jangtrinh.github.io/design-os-origami | jangtrinh/design-os-origami | packaging |
| Voice UX Architecture | jangtrinh.github.io/design-os-voice-ux | jangtrinh/design-os-voice-ux | voice-ai |
| Code2Flow | jangtrinh.github.io/design-os-code2flow | jangtrinh/design-os-code2flow | ast / audit |
| Generative UI | jangtrinh.github.io/design-os-generative-ui | jangtrinh/design-os-generative-ui | runtime |