Crowe Logic

Universal AI agent powered by the CroweLM model stack on Azure AI Foundry. The default lineup now fronts gpt-5.4 as CroweLM Titan, gpt-5.4-pro as CroweLM Apex, and claude-opus-4-6 as CroweLM Prime, alongside CroweLM Sovereign, Nexus, Nano, Dense, and the specialist Azure tiers.

Install

pip install crowe-logic

npm i @michaelcrowe11/crowe-logic

Setup

1. Deploy the CroweLM-backed Foundry models on Azure AI Foundry
2. Configure credentials:

cp .env.example .env
# Fill in the Azure endpoints and API keys for the CroweLM resources

3. Authenticate with Azure:

az login

4. Verify the model stack:

crowe-logic deploy

5. Start chatting:

crowe-logic

Usage

crowe-logic              # Interactive chat (default)
crowe-logic chat         # Interactive chat session
crowe-logic run "prompt" # Single prompt, get response
crowe-logic deploy       # Verify provider health across the CroweLM stack
crowe-logic models sync --account <account> --resource-group <resource-group>
crowe-logic status       # Show agent status
crowe-logic tools        # List available tools

CroweLM Apex is wired to stream reasoning summaries through both the terminal UI and crowe-logic headless when the Azure Responses API emits them, so hosts that consume the JSON event stream can render reasoning deltas before answer tokens.

Extra Models

The base MODEL_CHAIN can now be extended without editing source. Crowe Logic will load extra model entries from:

• CROWE_LOGIC_EXTRA_MODELS_JSON
• CROWE_LOGIC_EXTRA_MODELS_PATH
• config/models.extra.json
• ~/.config/crowe-logic/models.extra.json
• ~/.crowe-logic/models.extra.json

Start from config/models.extra.example.json and save your generated file as config/models.extra.json, or point CROWE_LOGIC_EXTRA_MODELS_PATH at it.

If you already have Azure deployments and want to turn them into Foundry model entries, generate the file with:

crowe-logic models sync --account <account> --resource-group <resource-group>

By default that writes to ~/.config/crowe-logic/models.extra.json, which the runtime already loads. Use --output config/models.extra.json if you want a project-local registry instead.

You can also sync from a saved Azure CLI payload:

az cognitiveservices account deployment list --name <account> --resource-group <resource-group> --output json > deployments.json
crowe-logic models sync --input deployments.json --output config/models.extra.json

Tools (79)

Category	Tools	Description
Filesystem	4	Read, write, edit, list files and directories
Shell	1	Execute commands with timeout and working directory
Web & Search	3	Web search, grep/ripgrep, URL fetching
Git	5	Status, diff, log, commit, clone
Browser Automation	5	Playwright-based navigation, screenshots, interaction
macOS / AppleScript	3	System automation, app control, notifications
iTerm2	18	Windows, tabs, panes, broadcast, badges, colors, variables
Quantum Computing	4	QubitFlow circuits, Synapse evaluation, Trinity pipeline
Music Composition	11	Talon engine -- chords, drums, melody, emotion, quantum composition
Vision & Image	2	Multi-backend photo analysis (OpenRouter, Crowe Vision)
Video Generation	1	CroweLM Motion text/image-to-video on Azure AI Foundry
CroweLM Training	10	Dataset management, curation, fine-tuning pipeline
CroweLM Pipeline	4	Staging, promotion, agent runner, audit logs
Crowe Logic Platform	4	Chat, vision, grow logs, SOP generation
MCP Client	4	Search registry, list tools, call tools, stop servers

MCP Server

The Crowe Logic platform is also available as a standalone MCP server for any MCP client:

uvx crowe-logic-mcp

See crowe-logic-mcp for configuration details.

Specialized Agents

Agent	Focus
cultivation	Mushroom cultivation with Crowe Logic platform integration
quantum	Quantum computing with QubitFlow + Synapse + Trinity bridge
music	Music composition with Talon engine
code	General software development
research	Web research and analysis

Environment Variables

Variable	Description
PROJECT_ENDPOINT	Legacy Azure AI Foundry project endpoint
MODEL_DEPLOYMENT_NAME	Legacy Azure Agents deployment name
AZURE_CORE_ENDPOINT	Core CroweLM Azure OpenAI endpoint (gpt-5.4-pro, gpt-5.4-nano, Kimi-K2.5)
AZURE_CORE_API_KEY	API key for the core CroweLM Azure OpenAI endpoint
AZURE_8909_ENDPOINT	Dedicated Azure OpenAI endpoint for CroweLM Titan (gpt-5.4)
AZURE_8909_API_KEY	API key for the CroweLM Titan endpoint
AZURE_4291_ENDPOINT	Dedicated Azure OpenAI endpoint for CroweLM Oracle (grok-4-20-reasoning)
AZURE_4291_API_KEY	API key for the CroweLM Oracle endpoint
AZURE_7858_ENDPOINT	Azure OpenAI endpoint for CroweLM Reason, Vector, and Forge
AZURE_7858_API_KEY	API key for the CroweLM Reason / Vector / Forge endpoint
AZURE_9536_ENDPOINT	Azure OpenAI endpoint for CroweLM Edge and Atlas
AZURE_9536_API_KEY	API key for the CroweLM Edge / Atlas endpoint
AZURE_ANTHROPIC_ENDPOINT	Azure Anthropic endpoint for CroweLM Prime (claude-opus-4-6)
AZURE_ANTHROPIC_API_KEY	API key for the CroweLM Prime endpoint
AZURE_1960_ANTHROPIC_ENDPOINT	Azure Anthropic endpoint for CroweLM Sovereign and Classic
AZURE_1960_API_KEY	API key for the CroweLM Sovereign / Classic endpoint
AZURE_GLM_ENDPOINT	Optional GLM endpoint for CroweLM Dense (FW-GLM-5)
AZURE_GLM_API_KEY	API key for the CroweLM Dense endpoint
AZURE_SORA_ENDPOINT	Optional dedicated CroweLM Motion endpoint; falls back to AZURE_CORE_ENDPOINT
AZURE_SORA_API_KEY	Optional dedicated CroweLM Motion API key; falls back to AZURE_CORE_API_KEY
AZURE_SORA_DEPLOYMENT_NAME	CroweLM Motion deployment name, usually sora-2
OPENROUTER_API_KEY	OpenRouter API key (vision fallback)
CROWE_LOGIC_DEPLOY_TIMEOUT_SECONDS	Optional timeout for crowe-logic deploy provider checks; defaults to 8
CROWE_LOGIC_URL	Crowe Logic platform URL
CROWE_LOGIC_KEY	Crowe Logic API key

Docker

docker pull michaelcrowe1111/crowe-logic:latest
docker run -it --env-file .env michaelcrowe1111/crowe-logic

GPU variant for fine-tuning:

docker build --target gpu -t crowe-logic:gpu .

Requirements

• Python 3.10+
• Azure AI Foundry account with the CroweLM lineup deployed (gpt-5.4, gpt-5.4-pro, claude-opus-4-6, plus any optional specialist tiers you want enabled)
• Azure CLI (az login) for authentication

Author

Michael Crowe -- Crowe Logic, Inc.

License

MIT