AIWG

Deploy a Virtual Organization

Architects, engineers, testers, forensics analysts, researchers, marketers — 90+ specialized agents that collaborate like a real team. Six frameworks, eight addons, one CLI.

New to AIWG?

Start with one useful result before learning the framework catalog.

Start Here or ask the agent: How best can we use AIWG for this project?

Frameworks

SDLC Complete

Full software lifecycle — 90+ agents, stage-gate workflows, multi-agent orchestration from intake to production

Forensics Complete

Digital forensics and incident response — evidence acquisition, timeline building, IOC analysis, Sigma hunting

Research Complete

Academic research workflows — discovery, acquisition, RAG-based documentation, FAIR-aligned citation management

Media/Marketing Kit

Campaign orchestration from strategy through analytics, creative production, and channel management

Media Curator

Intelligent media archive management — discography analysis, quality filtering, metadata curation, multi-platform export

Ops Complete

Operational infrastructure — fleet management, CMDB, CI/CD, and streaming pipelines. YAML-native artifact design with four extensions: sys, it, dev, stream

Addons

RLM

Recursive context decomposition — process 10M+ tokens via sub-agent delegation

Voice Framework

4 built-in voice profiles with create, blend, and apply skills for consistent brand tone

Testing Quality

TDD enforcement, mutation testing, flaky test detection

Writing Quality

AI pattern detection, content validation, authenticity scoring

Verbalized Sampling

Diversity addon for generating varied, non-repetitive output — content-diversifier agent and three prompt strategies

Color Palette

Generate accessible color palettes with WCAG contrast checking and trend analysis

UAT-MCP Toolkit

User acceptance testing with MCP-powered test execution and coverage tracking

Platform Support

Platform	Status
Claude Code	Multi-agent orchestration
GitHub Copilot	Native agent format
Warp Terminal	Terminal-native workflows
Factory AI	Native droid format
OpenCode	Agent-native workflows
Cursor	Rules-based integration
OpenAI/Codex	Skills-based deployment
Windsurf	Rules-based integration
Hermes	First-class deployment target
OpenClaw	Native behaviors support
OpenHuman	Personal-AI runtime, global skill install
Local/Ollama	First-class provider

Reliability Patterns

Agent Loop

Iterative task execution with automatic error recovery and crash resilience

Mission Control

Multi-loop background orchestration — dispatch missions, monitor all from a status dashboard, react to completions without blocking the primary context

Ensemble Validation

Multi-agent review with mixture-of-experts architecture and quality gates

@-Mention Traceability

Bidirectional linking from requirements through architecture, code, and tests

Quick Start

# Install globally
npm install -g aiwg

# Deploy a framework
aiwg use sdlc              # Software lifecycle
aiwg use forensics         # Digital forensics
aiwg use ops --ext sys,dev # Operational infrastructure

# Add capabilities
aiwg use rlm               # Recursive context decomposition
aiwg use voice             # Voice profiles

# Deploy to a specific platform
aiwg use sdlc --provider hermes   # Hermes
aiwg use sdlc --provider copilot  # GitHub Copilot

# Start working — just describe what you need
"transition to elaboration"
"run security review"
"where are we?"

Deploy a Virtual Organization

Frameworks

Addons

Platform Support

Reliability Patterns

Start Here

Beginner Language Map

Quick Start

SDLC Framework

CLI Reference