Strategize
Define goals, boundaries, risks, and acceptance criteria first.
AI Engineering Command · Local-First
LingXiaoEngineering as bone, evidence as blade
One command spawns order; a hundred tools sheathed, all evidence archived. LingXiao weaves goals, tasks, tools, and verification into a traceable local engineering fabric: define the stance, divide the blades, then close the scroll.
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npm install -g @lingxiao-office/lingxiao-coding git clone https://github.com/hexian2001/lingxiao-coding.git && cd lingxiao-coding && npm install && npm run build && npm link StrategyLeader Control
FormationDAG Orchestration
EvidenceVerification Loop
Arsenal100+ Tools
Product Positioning
AI Collaboration with Method, Evidence, and Home
LingXiao doesn't chase one-off sparks of brilliance. It breaks complex delivery into executable, observable, and recoverable engineering processes. From goal to specialist分工, to evidence-based acceptance — every step leaves a trail.
Six Weapons Form the Array
From Model Intuition to Engineering Discipline
Form Ranks
Order tasks via DAG — parallel where possible, blocking where needed.
Dispatch
Assign specialists: research, coding, testing, review — each in its place.
Gather Proof
Build, test, browser, logs, and contracts all leave verifiable traces.
Leave Records
Blackboard, memory, Git, and sessions preserve every decision.
Patrol
Eternal Goals advance continuously — complete and close, or surface blockers.
Architecture
Three Fronts, One Core, A Hundred Tools, All Evidence Filed
Entry Layer
WebUI
TUI
CLI
Session Core SessionRuntime Maintains mode, event stream, task board, tool calls, and resumable context.
Central Hub LeaderAgent Understands goals, decomposes plans, selects roles, dispatches tasks, and accepts final delivery.
Execution Plane
Evidence Layer
Use Cases
For Long-Term, Complex, Must-Ship AI Engineering
Product Delivery
API contracts, frontend/backend implementation, browser verification, and docs — all in sync.
Code Governance
Tech debt, test gaps, migration plans, and fix tasks continuously patrolled.
Internal Automation
Office, PDF, MCP, Workflow, and local toolchains — unified orchestration.
Proof of the Blade
Case Studies
Both projects were autonomously built by LingXiao AI — from architecture to deployment, fully AI-driven
Open Ecosystem
Three Layers, Take What You Need
LingXiao's backend has been split from a single CLI into independently publishable packages: the orchestration core and the Web service layer are decoupled, so you can embed just what you need without the full CLI environment.
终
lingxiao-coding
Full CLI tool + WebUI + TUI. A ready-to-run AI coding assistant terminal with Leader orchestration, task DAG, and blackboard knowledge graph built in.
npm i -g @lingxiao-office/lingxiao-coding 核
@lingxiao-office/sdk
A reusable backend engine SDK: orchestration kernel, Agent runtime, LLM clients, tool system, memory system. No Web layer dependency — embed it directly in any Node.js project.
npm i @lingxiao-office/sdk 联
@lingxiao-office/web-api
An HTTP / SSE / WebSocket service layer built on the SDK, letting any product line consume the backend engine over Web protocols — ready to serve out of the box.
npm i @lingxiao-office/web-api LingXiao v1.13.1