๐ŸŽฏ

kaizen

๐ŸŽฏSkill

from liyecom/liye-ai

VibeIndex|
What it does

Based on the README's emphasis on continuous improvement, governance, and AI-collaborative engineering, the "kaizen" skill likely helps systematically identify and implement incremental improvement...

๐Ÿ“ฆ

Part of

liyecom/liye-ai(7 items)

kaizen

Installation

git cloneClone repository
git clone https://github.com/liyecom/liye_os.git
Node.jsRun Node.js server
node .claude/scripts/guardrail.mjs
Node.jsRun Node.js server
node .claude/scripts/assembler.mjs --task "Your task description"
๐Ÿ“– Extracted from docs: liyecom/liye-ai
1Installs
-
AddedFeb 4, 2026

Skill Details

SKILL.md

Overview

# LiYe OS

English | ็ฎ€ไฝ“ไธญๆ–‡

> An AI-native infrastructure for orchestrating intelligent agents and upgrading how humans and systems work.

Implementation: A governance and architecture reference for Claude Code / AI-collaborative development.

Turn AI outputs into auditable, replayable, and controllable engineering systems.

[![Version](https://img.shields.io/badge/version-6.3.0-blue.svg)](https://github.com/liyecom/liye_os)

[![License](https://img.shields.io/badge/license-Apache%202.0-green.svg)](LICENSE)

[![Stability](https://img.shields.io/badge/stability-contract-orange.svg)](docs/architecture/ARCHITECTURE_CONTRACT.md)

---

Start here (pick one)

Most people don't need the whole repo. Choose the entry that matches your intent:

1) ๐Ÿ“œ Architecture Contract (stability boundaries)

If you're going to copy anything, copy this first.

โ†’ Read: [Architecture Contract](docs/start-here/ARCHITECTURE_CONTRACT.md)

2) ๐Ÿงฑ Governance Gates (CI enforcement layer)

If you want "no silent break / no silent relax", start here.

โ†’ Browse: [Governance Gates](docs/start-here/GOVERNANCE_GATES.md)

3) ๐Ÿ—บ๏ธ Blueprint Map (directory structure you can replicate)

If you're here for the structure, use this as a reference blueprint.

โ†’ Read: [Blueprint Map](docs/start-here/BLUEPRINT_MAP.md)

---

1-Minute Quickstart

```bash

# Clone and explore

git clone https://github.com/liyecom/liye_os.git

cd liye_os

# View architecture overview

cat docs/architecture/DIRECTORY_STRUCTURE.md

# View governance constitution

cat _meta/docs/ARCHITECTURE_CONSTITUTION.md

```

What you'll find:

  • CLAUDE.md - Context compiler entry point for Claude Code
  • src/kernel/ - World Model (T1/T2/T3) for risk analysis
  • _meta/governance/ - Governance rules (Frozen tier)
  • Skills/ - Methodology and SOP library

> Want to run the system? See [SKELETON_QUICKSTART.md](docs/quickstart/SKELETON_QUICKSTART.md)

---

What It Is

LiYe OS is a reference implementation for building AI-collaborative engineering systems with:

  • World Model Gate: Forces risk analysis before execution (T1/T2/T3 cognitive pipeline)
  • Architecture Contract: Defines frozen/stable/experimental boundaries
  • Replay & Audit: Every decision is traceable and reproducible

Core Philosophy: "Not letting blind confidence happen structurally."

---

Who It's For

Core audience: People who want to upgrade how humans and systems work through AI-native infrastructure.

| Good Fit | Not a Good Fit |

|----------|----------------|

| Building a personal AI operating system with governance | Want an out-of-the-box AI product |

| Learning Claude Code + architecture governance patterns | Prefer GUI-based tools |

| Reusing World Model Gate for risk analysis | Need a turnkey solution without studying architecture |

| Integrating AI agents into existing workflows | Looking for a SaaS platform |

> This is a reference implementation, not a product.

> You should expect to read documentation and understand architecture before deriving value.

---

Roadmap

Current Focus (Q1 2025):

  • Notion Enhanced Sync with real-time dashboard
  • Skills System v2 with generation pipeline
  • World Model Gate maturity

2026 Vision: Self-evolving personal operating system where AI agents handle most work.

See full roadmap: [_meta/EVOLUTION_ROADMAP_2025.md](_meta/EVOLUTION_ROADMAP_2025.md)

---

Adoption Paths

Choose your path based on what you need:

Path 1: Blueprint (Copy Structure)

Goal: Reuse directory structure and architecture patterns

Start from:

```text

_meta/docs/ARCHITECTURE_CONSTITUTION.md # design principles

docs/architecture/ # architecture decisions

.github/workflows/ # governance gates (CI)

```

Path 2: Governance Stack (Embed Controls)

Goal: Integrate CI gates and contracts into your project

Start from:

```text

.github/workflows/architecture-gate.yml # architecture enforcement

.github/workflows/constitution-*-gate.yml # constitution enforcement

docs/architecture/ARCHITECTURE_CONTRACT.md # stability contract

```

Path 3: Minimal Runtime (Run the System)

Goal: Actually run LiYe OS with Claude Code

```bash

# Clone the repo

git clone https://github.com/liyecom/liye_os.git

cd liye_os

# Check architecture compliance

node .claude/scripts/guardrail.mjs

# Generate context for a task

node .claude/scripts/assembler.mjs --task "Your task description"

# Use with Claude Code - just talk naturally

# Claude Code reads CLAUDE.md and auto-loads relevant context

```

---

Stability Contract

LiYe OS maintains clear stability boundaries. See [ARCHITECTURE_CONTRACT.md](docs/architecture/ARCHITECTURE_CONTRACT.md) for details.

| Level | Meaning | Examples |

|-------|---------|----------|

| Frozen | Immutable, constitutional | _meta/governance/, gate workflows |

| Stable | Backward compatible | docs/architecture/, src/kernel/ interfaces |

| Experimental | May change | Agents/, Crews/, src/kernel/ internals |

---

Documentation

  • Core (STABLE): [docs/README_CORE.md](docs/README_CORE.md) - Stable kernel specification and quick start

---

Architecture Overview

```

liye_os/

โ”œโ”€โ”€ CLAUDE.md # Context compiler entry (Claude Code reads this)

โ”œโ”€โ”€ .claude/packs/ # Domain knowledge packs (on-demand loading)

โ”‚

โ”œโ”€โ”€ src/kernel/ # World Model kernel (T1/T2/T3)

โ”‚ โ”œโ”€โ”€ t1/ # Causal reasoning

โ”‚ โ”œโ”€โ”€ t2/ # State assessment

โ”‚ โ””โ”€โ”€ t3/ # Dynamics projection

โ”‚

โ”œโ”€โ”€ _meta/governance/ # Governance rules (Frozen)

โ”œโ”€โ”€ .github/workflows/ # CI gates (Frozen: gate, Stable: others)

โ”‚

โ”œโ”€โ”€ Agents/ # Agent definitions (Experimental)

โ”œโ”€โ”€ Skills/ # Methodologies and SOPs

โ””โ”€โ”€ docs/architecture/ # Architecture documentation (Stable)

```

---

World Model Gate

The core innovation: No execution without risk analysis.

| Layer | Question | Output |

|-------|----------|--------|

| T1 | Where will this fail under pressure? | Causal chains, assumptions exposed |

| T2 | Current dangerous state? | 5D coordinates (liquidity/relevance/expectation/leverage/uncertainty) |

| T3 | How will state evolve? | Shape description (acceleration/amplification/phase transition) |

Constraint: Every output must include "What this doesn't tell you..."

---

For adopters (helps us manage breaking-change radius)

If you're using LiYe OS as a blueprint or governance stack (even privately):

  • โญ Star the repo โ€” it helps us estimate downstream adoption and breaking-change radius.
  • ๐Ÿงพ Register in [ADOPTERS.md](ADOPTERS.md) (public or anonymous).

Thank you โ€” governance only works when downstream usage is observable.

---

Version History

| Version | Date | Focus |

|---------|------|-------|

| 6.3.0 | 2026-01-02 | Stability contract, adopter registration |

| 6.2.0 | 2026-01-01 | Phase 5.4 Replay & Regression Gate |

| 6.0.0 | 2025-12-31 | Claude Code native, removed CLI |

---

License

[Apache License 2.0](LICENSE)

---

Brand Note

| Context | Name | Note |

|---------|------|------|

| External communication | LiYe AI | Easier to remember |

| Technical documentation | LiYe OS | Maintains rigor |

| GitHub repository | liye_os | Unchanged |

---

LiYe OS - AI-native infrastructure for intelligent agent orchestration.