DarkNOC Org

Open Agent Registry

AgentsToolsSimulatorsScenariosOperatorsLive Ops
The agents behind a reasoning NOC

Act on the account.Not the alarm.

The open library the self-driving NOC draws from. The two ideas it serves: the Reality Twin and Deterministic Autonomy. The catalog is below.

51 agent concepts
10 simulators
7 scenarios
/api/registry.json
/api/sims.json

Showing 51 of 51 agents

R
Resource
RAN

Radio Optimization Panel

Auto-balancing power, tilt, and frequency for efficient spectral reuse across RAN infrastructure

Protocol

state-sync

Use Case

Optimization
C
Service
Resource

Capacity Forecaster

Predicts capacity shortfalls with AI and suggests optimization plans for network resources

Protocol

intent-dispatch

Use Case

Forecasting
E
Resource
Core

Energy Optimization Assistant

Minimizes energy usage based on traffic patterns, time-of-day analysis, and cooling models

Protocol

state-sync

Use Case

Energy
N
Network
Analytics

Network Monitor Pro

Real-time network monitoring and analytics with AI-powered insights

Protocol

state-sync

Use Case

Monitoring
S
Service
Automation

Service Orchestrator

Automated service deployment and lifecycle management

Protocol

intent-dispatch

Use Case

Orchestration
R
Resource
Analytics

Resource Optimizer

AI-driven resource allocation and optimization engine

Protocol

pattern-match

Use Case

Optimization
R
RAN
Analytics

RAN Performance

Radio Access Network performance monitoring and optimization

Protocol

state-sync

Use Case

Optimization
C
Core
Automation

Core Network Manager

5G core network management and automation suite

Protocol

intent-dispatch

Use Case

Orchestration
O
OSS
Analytics

OSS Intelligence

Operational Support Systems with predictive analytics

Protocol

pattern-match

Use Case

Forecasting
E
Resource
Analytics

Energy Saver

Network energy consumption optimization and monitoring

Protocol

state-sync

Use Case

Energy
S
Service
Analytics

SLA Guardian

Service Level Agreement monitoring and enforcement

Protocol

pattern-match

Use Case

SLA
F
Network
Analytics

Fault Detective

Automated fault detection and root cause analysis

Protocol

pattern-match

Use Case

Faults
S
Security
Analytics

Security Sentinel

Network security monitoring and threat detection

Protocol

pattern-match

Use Case

Monitoring
C
Customer
Analytics

Customer Experience

End-to-end customer experience monitoring and analytics

Protocol

state-sync

Use Case

Monitoring
R
Network
Analytics

RCA Master

Advanced root cause analysis with machine learning

Protocol

intent-dispatch

Use Case

RCA
S
Product
Service

SLA-Aware Slice Manager

Creates, scales, and monitors network slices per SLA using real-time traffic analysis

Protocol

intent-dispatch

Use Case

SLA
F
OSS
RCA

Fault Pattern Recognizer

Detects recurring fault clusters and predicts next likely impact using ML algorithms

Protocol

pattern-match

Use Case

Faults
R
OSS
RAN

Root Cause Investigator

Agent traces fault origins across topology using LangGraph flows and correlation analysis

Protocol

trace-flow

Use Case

RCA
D
OSS
NOC

Disaster Impact Mitigation Agent

Responds to flood, fire, outage inputs with resource rerouting plans and emergency protocols

Protocol

emergency-trigger

Use Case

Emergency
S
Security
Service

Security Guard Copilot

Monitors anomalies, triggers countermeasures, and validates workflows using LLM assistance

Protocol

threat-detect

Use Case

Security
D
OSS
RAN

Digital Twin Visualizer

Live visualization of predicted vs. actual network behavior with 3D topology mapping

Protocol

twin-sync

Use Case

Visualization
B
RAN
Transport

Backhaul Congestion Alleviator

Suggests topology reconfiguration based on predicted congestion patterns and traffic flow

Protocol

congestion-predict

Use Case

Optimization
I
RAN

Interference Resolver

Detects and fixes co-channel or adjacent channel interference using automated RF optimization

Protocol

interference-detect

Use Case

Optimization
I
Customer
Device

IoT Device Troubleshooter

Interacts with customer IoT endpoints for diagnostics, reset procedures, and connectivity issues

Protocol

device-query

Use Case

Troubleshooting
N
Common

Network Health Summary Agent

Rolls up KPI statistics across domains with LLM-powered natural language summaries

Protocol

kpi-aggregate

Use Case

Monitoring
S
SLA
Ops

SLA Breach Explainer

Visual and narrative explanation of causes behind SLA violations with remediation suggestions

Protocol

breach-analyze

Use Case

SLA
E
NOC
Transport

Emergency Routing Planner

Suggests traffic rerouting under emergency conditions with real-time path optimization

Protocol

emergency-detect

Use Case

Emergency
P
OSS
Inventory

Predictive Equipment Replacer

Detects end-of-life risk and suggests just-in-time replacements with inventory optimization

Protocol

eol-predict

Use Case

Maintenance
S
OSS

Self-Healing Trigger Manager

UI to approve, deny, or configure self-healing triggers from autonomous agents

Protocol

healing-request

Use Case

Automation
H
HITL

Human-in-the-loop Escalation UI

Queue of agent proposals for SME validation with context and recommendation scoring

Protocol

escalation-queue

Use Case

Escalation
E
Edge
IoT

Edge Device Monitoring Console

Real-time panel for remote edge AI performance monitoring and failure detection

Protocol

edge-monitor

Use Case

Monitoring
K
Ops

KPI Drift Monitor

Detects KPI drifts and suggests parameter resets with trend analysis and alerting

Protocol

drift-detect

Use Case

Monitoring
S
RAN
RF

Spectrum Analyzer AI

AI-powered spectrum analysis with interference detection and frequency optimization recommendations

Protocol

spectrum-analyze

Use Case

Optimization
C
Customer
Service

Customer Experience Optimizer

Analyzes customer journey data to optimize service delivery and reduce churn risk

Protocol

experience-analyze

Use Case

Experience
N
Service
Slice

Network Slice Designer

Visual slice design tool with automated resource allocation and SLA validation

Protocol

slice-design

Use Case

Design
A
OSS
Analytics

Anomaly Pattern Library

Searchable library of network anomaly patterns with ML-based pattern matching

Protocol

pattern-match

Use Case

Anomaly
S
Service
Customer

Service Impact Analyzer

Real-time analysis of service impacts from network events with customer notifications

Protocol

impact-assess

Use Case

Impact
N
Network
Transport

Network Topology Explorer

Interactive network topology visualization with path tracing and impact analysis

Protocol

topology-explore

Use Case

Visualization
C
Security
Config

Configuration Validator

Validates network configurations against best practices and security policies

Protocol

config-validate

Use Case

Validation
S
Service
Catalog

Service Catalog Manager

Visual editor for service catalog with dependency mapping and version control

Protocol

catalog-edit

Use Case

Management
C
Security
Compliance

Compliance Monitor

Monitors network configurations and operations for regulatory compliance

Protocol

compliance-check

Use Case

Compliance
C
Simulator
RAN

Coverage Gap Finder

Detects coverage holes from the coverage-twin simulator; flags candidate fill sites with synthetic propagation overlays

Protocol

webtrigger

Use Case

Twin
I
Simulator
Network

Incident Replayer

Replays incidents from the incident-sim against a candidate response policy; scores containment time and false-trigger rate

Protocol

state-sync

Use Case

Replay
B
Simulator
Security

Breach Containment

Consumes security-breach-sim hub signals; orchestrates containment workflows with rollback markers and an audit trail

Protocol

pattern-match

Use Case

Scenario
D
Simulator
Analytics

Demand Forecaster

Reads demand-sim flows; forecasts capacity bottlenecks against compartmental subscriber dynamics

Protocol

intent-dispatch

Use Case

Forecasting
T
Simulator
Analytics

Telemetry Stream Tuner

Tunes thresholds against synthetic telemetry-sim streams; suggests alert-rate-aware bounds for downstream consumers

Protocol

state-sync

Use Case

Monitoring
G
Simulator
Customer

Growth Compartment Planner

Reads growth-launch-sim split-view (network-flow + compartmental model); plans campaign trajectories and churn-recovery actions

Protocol

webtrigger

Use Case

Scenario
H
Cockpit
Analytics

Hangar Catalog Agent

Discovers and surfaces available indexes and compartmental models for the Cockpit composer

Protocol

webtrigger

Use Case

Visualization
A
Cockpit
Analytics

Altimeter Index Agent

Composes composite-index scorecards with future-arc projections; feeds the Cockpit big-number readouts

Protocol

webtrigger

Use Case

Visualization
R
Cockpit
Analytics

Radar Compartment Agent

Drives compartmental-model panels — stacked-bar lifecycles, parameter knobs, action markers — with an ODE solver behind the scenes

Protocol

webtrigger

Use Case

Visualization
F
Cockpit

Flight Deck Composer

Composes the Cockpit big-screen view — adjustable panels, density modes (Cruise / Approach / Landing), theme variants, session persistence

Protocol

webtrigger

Use Case

Visualization
Reading

From the notes

All notes on darknoc.dev →
Start here

The Reality Twin

Not the mirror — the account of what it shows. The framing the whole registry sits on.

Mechanics

The simulator cascade

Provider, consumer, hub — how 10 sims wire into one loop.

Standards

TMF v5.0 as a target

How DOIL compiles to TMF signal flows — without naming a single vendor.

DarkNOC Org

Open registry of DarkNOC agent concepts, simulators, and TMF-aligned tool patterns. Built on the Reality Twin.

Surfaces

darknoc.net — showroom
darknoc.org — registry (you are here)
darknoc.dev — toolkit

Cockpit apps

Altimeter — cidx.link
Radar — comdyn.cidx.link
Hangar
Flight Deck

Open JSON

/api/registry.json

All agent toolboxes with filters and TMF API bindings.

/api/sims.json

The 10-sim constellation, the cascade, and scenarios.

/llms.txt
© 2026 DarkNOC. Open concept exploration.Built on the Reality Twin — not the mirror, the account of what it shows.