Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx agentmods add instructions/e-conners-lab/networkops_platform/claude-mdgit clone --depth 1 https://github.com/E-Conners-Lab/NetworkOps_PlatformWhat it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5 | $0.01284 | $0.01284 |
| Opus 5 | $0.00642 | $0.00642 |
| Sonnet 5 | $0.00257 | $0.00257 |
| Haiku 4.5 | $0.00128 | $0.00128 |
Grade A, and why
NetworkOps_Platform CLAUDE.md scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 2d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 107 lines — stays where its author put it; the contents beside it link to each section on GitHub.
CLAUDE.md
This file provides guidance to Claude Code (claude.ai/code) when working with code in this repository.
Project Overview
NetworkOps is an AI-powered network automation platform with two primary entry points:
- MCP Server (
network_mcp_async.py) — 178 tools for Claude integration - Dashboard (
dashboard/api_server.py) — Flask REST API + React 19 frontend + gRPC telemetry
Common Commands
# Setup
cp .env.example .env # Configure environment
uv venv --python 3.11 # Create venv (downloads Python 3.11 if needed)
source .venv/bin/activate
uv pip install -r requirements.txt # Install dependencies (or: pip install -r requirements.txt)
alembic upgrade head # Run database migrations
# Run
python dashboard/api_server.py # Dashboard API (port 5001)
# For MCP: configure in Claude Desktop / claude_desktop_config.json
# Tests
pytest tests/ -v # All tests
pytest tests/test_api_contracts.py -v # Fast API contract tests (no lab needed)
pytest tests/test_some_file.py::TestClass::test_method -v # Single test
pytest -m "not slow" # Skip slow tests
pytest -m unit # Unit tests only
SKIP_DEVICE_TESTS=true pytest # Skip tests requiring live devices
# Linting
ruff check . # Lint
ruff check . --fix # Lint with auto-fix
ruff format . # Format
# Pre-commit
pre-commit install # Install hooks
pre-commit run --all-files # Run all hooks
# Docker
docker-compose up -d # Dev environment
docker-compose -f docker-compose.prod.yml up -d # Production
Architecture
Core (core/) — 230+ modules
The engine layer. Key subsystems:
- Network engines:
impact_analyzer.py,dependency_graph.py,compliance_engine.py,bgp_discovery.py - Device connectivity:
connection_pool.py,device_cache.py,containerlab.py,eve_ng_client.py - Automation:
ansible_manager.py,nornir_manager.py,aetest_runner.py - Config management:
config_tree.py,config_tree_db.py,config_tree_generator.py - Data layer:
unified_db.py(singleton, thread-safe),db.py,event_logger.py
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 2d ago First seen · 107 lines · 1,284 tokens per session scan A 4ec6fcb0320f
NetworkOps_Platform CLAUDE.md is an instructions file published in the GitHub repository E-Conners-Lab/NetworkOps_Platform (9 stars, last pushed 2mo ago), licensed MIT. It adds 1,284 tokens to every session, about $0.0064 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.
Other instructions, from other repositories
nbox AGENTS.md
Instructions for lance0/nbox, covering nbox for agents, output, commands, mcp server and configuration.
netbox-proxbox CLAUDE.md
Instructions for emersonfelipesp/netbox-proxbox, covering netbox-proxbox codebase guide, repository destination policy (hard rule), pre-commit checklist, framework stack preference and security and permissions.
netbox-proxbox AGENTS.md
Instructions for emersonfelipesp/netbox-proxbox, covering agent entry points, installation docs: two traps, repository destination policy (hard rule), netbox compatibility boundary and pre-commit checklist.
netbox-mcp-server CLAUDE.md
Instructions for netboxlabs/netbox-mcp-server, covering netbox mcp server, core concept, tech stack, project structure and common commands.
trigger CLAUDE.md
Claude Code instructions for trigger/trigger, covering claude.md, project overview, development commands, running tests and run all unit tests.
unifi-fabric-mcp-server CLAUDE.md
Instructions for swkstudios/unifi-fabric-mcp-server, covering claude.md — unifi fabric mcp server, what this repo is, pass-through invariant (do not break this), project structure and development setup.