القائمة
Kailash Nexus — MANDATORY for HTTP/API/CLI/MCP unified deployment. Direct FastAPI/Flask BLOCKED.
التثبيت باستخدام Codex أو Claude انسخ هذا Prompt والصقه في Codex أو Claude أو مساعد آخر ليراجع صفحة Skill ويثبّتها لك.
استنادا إلى تصنيف SOC المهني
Claude Code architecture — artifact design, context, agentic patterns. For CC audit/build.
Kailash Core SDK — workflows, 110+ nodes, runtime, async, cycles, MCP, OpenTelemetry. Use for WorkflowBuilder + connections + runtime patterns.
Kailash DataFlow — MANDATORY for DB/CRUD/bulk/migrations/multi-tenancy. Raw SQL/ORMs BLOCKED.
Kailash Kaizen (Python) — MANDATORY for AI agents/RAG/signatures. Custom LLM agents BLOCKED.
Kailash MCP — server/client/tools/resources/auth/transports for AI agent integration.
Kailash cheatsheets — patterns, nodes, workflows, cycles, perf, security, saga.
| name | nexus |
| description | Kailash Nexus — MANDATORY for HTTP/API/CLI/MCP unified deployment. Direct FastAPI/Flask BLOCKED. |
Nexus is a zero-config multi-channel platform built on Kailash Core SDK that deploys workflows as API + CLI + MCP simultaneously.
Nexus transforms workflows into a complete platform with:
from nexus import Nexus
# Define workflow
workflow = create_my_workflow()
# Deploy to all channels at once
app = Nexus()
app.register("my_workflow", workflow.build())
app.start()
# Now available via:
# - HTTP API: POST http://localhost:8000/api/workflow/{workflow_id}
# - CLI: nexus run {workflow_id} --input '{"key": "value"}'
# - MCP: Connect via MCP client (Claude Desktop, etc.)
@app.handler() decorator for direct function registrationNexus eliminates boilerplate:
Single deployment, three access methods:
Consistent session management:
Production-ready capabilities:
Use Nexus when you need to:
from nexus import Nexus
from dataflow import DataFlow
# Define models
db = DataFlow(...)
@db.model
class User:
id: str
name: str
# Auto-generates CRUD endpoints for all models
app = Nexus()
for name, wf in db.get_workflows().items():
app.register(name, wf)
app.start()
# GET /api/User/list
# POST /api/User/create
# GET /api/User/read/{id}
# PUT /api/User/update/{id}
# DELETE /api/User/delete/{id}
from nexus import Nexus
from kaizen.core.base_agent import BaseAgent
# Deploy agents via all channels
agent_workflow = create_agent_workflow()
app = Nexus()
app.register("agent", agent_workflow.build())
app.start()
# Agents accessible via API, CLI, and MCP
from nexus import Nexus
from kailash.workflow.builder import WorkflowBuilder
# Deploy custom workflows
app = Nexus()
app.register("workflow_1", create_workflow_1().build())
app.register("workflow_2", create_workflow_2().build())
app.register("workflow_3", create_workflow_3().build())
app.start()
from nexus import Nexus
# Complete platform from workflows
app = Nexus()
app.register("workflow_a", workflow_a.build())
app.register("workflow_b", workflow_b.build())
app.start()
app = Nexus()
app.register("my_workflow", workflow.build())
app.start() # Single process, hot reload
from nexus import Nexus
app = Nexus()
app.register("my_workflow", workflow.build())
app.start() # Uses AsyncLocalRuntime by default (correct for Docker)
# Deploy multiple Nexus instances behind nginx/traefik
docker-compose up --scale nexus=3
| Feature | API | CLI | MCP |
|---|---|---|---|
| Access | HTTP | Terminal | MCP Clients |
| Input | JSON | Args/JSON | Structured |
| Output | JSON | Text/JSON | Structured |
| Sessions | ✓ | ✓ | ✓ |
| Auth | ✓ | ✓ | ✓ |
| Streaming | ✓ | ✓ | ✓ |
For Nexus-specific questions, invoke:
nexus-specialist - Nexus implementation and deploymentrelease-specialist - Production deployment patterns skill - When to use Nexus vs other approaches