Agentic Ai Coding Standard

Iron Law: Always consult the agentic-ai-dev skill and its MCP sources before writing agent code; never generate LangGraph/LangChain patterns from memory.

Agentic AI Coding Standards

Mandatory coding standards for all Python agentic AI services using LangChain, LangGraph, and FastAPI.

Key Rules

| # | Rule | Standard | |---|------|----------| | 1 | State typing | Always TypedDict; never dict[str, Any] | | 2 | Message lists | Annotated[list[BaseMessage], add_messages] | | 3 | Loop protection | iteration_count in state + max check in routing function | | 4 | Tool functions | @tool + docstring + try/except + return strings | | 5 | LLM instantiation | Factory function; never inline ChatAnthropic() in nodes | | 6 | Temperature | 0 for factual; 0.7 only for creative tasks | | 7 | Checkpointing | PostgresSaver in production; MemorySaver only in tests | | 8 | Error handling | Log + return error state; never swallow exceptions | | 9 | Naming | build__agent(), _node(), State | | 10 | Config | pydantic-settings with fail-fast; no os.getenv() with silent defaults | | 11 | Type hints | mypy --strict; Literal for routing return types | | 12 | Async | async def for all I/O; ainvoke/astream in API routes | | 13 | Logging | structlog with agent_name, thread_id, node_name context | | 14 | Secrets | Never log API keys; redact PII before logging | | 15 | Testing | Basic invoke + tool usage + iteration limit + error recovery | | 16 | Cost | Track tokens; configure budget caps; use cheapest viable model | | 17 | Imports | Group: stdlib → third-party → langchain/langgraph → local |

Import Ordering

# 1. Standard library
from __future__ import annotations
import json
from typing import Annotated, Literal

# 2. Third-party
from fastapi import APIRouter, Depends
from pydantic import BaseModel, Field

# 3. LangChain / LangGraph
from langchain_core.messages import AIMessage, BaseMessage, HumanMessage
from langchain_core.tools import tool
from langgraph.graph import END, StateGraph
from langgraph.graph.message import add_messages

# 4. Local
from ..core.config import settings
from ..core.logging import get_logger

Naming Conventions

| Element | Pattern | Example | |---------|---------|---------| | State | State | AgentState, RAGState, MultiAgentState | | Graph builder | build__agent() | build_react_agent(), build_rag_agent() | | Node function | _node() | agent_node(), retrieve_node(), grade_node() | | Tool function | _() | search_web(), query_database(), calculate_cost() | | Provider factory | LLMProviderFactory | Singleton, injected via Depends() | | Config | Settings | pydantic-settings, singleton settings instance | | Exception | Error | AgentError, ToolError, LLMProviderError |

File Structure

src//
├── agents/
│   ├── graphs/          # build_*_agent() functions
│   ├── nodes/           # *_node() functions
│   ├── tools/           # @tool functions
│   └── state.py         # TypedDict state schemas
├── rag/                 # RAG-specific code
├── memory/              # Checkpointing + semantic memory
├── guardrails/          # Input/output validation
├── llm/providers.py     # LLM factory
├── core/
│   ├── config.py        # pydantic-settings
│   ├── logging.py       # structlog setup
│   └── exceptions.py    # Exception hierarchy
├── observability/       # Metrics + tracing
├── models/schemas.py    # Pydantic request/response
├── api/routes/          # FastAPI routes
└── main.py              # FastAPI app + lifespan

Reference

For concrete code examples and anti-patterns, Read [reference/agentic-standards-examples.md](reference/agentic-standards-examples.md).

Error Handling

Import errors: Verify LangChain/LangGraph package versions match pyproject.toml constraints.

State type mismatches: Ensure all graph state fields use TypedDict with proper Annotated types — never dict[str, Any].

Graph recursion errors: Check recursion_limit in config and verify iteration_count is incremented in routing functions.

Source & license

This open-source skill is cataloged on AgentStack and links to its original source — we do not rehost the code.

• Author: kumaran-is
• Source: kumaran-is/claude-code-onboarding
• License: MIT

Install and usage instructions live in the source repository linked above.