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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?"