🛠️ Module Flow
A desktop application for managing generative pipelines. It lets you build modular prompt chains, control generation parameters, run tasks, and track results - all in one interface.
Module Flow is a standalone application that connects to external engines like ComfyUI via API. It's designed for people who want full control over prompts, parameters, and outputs.
The goal is to make generation reproducible, configurable, and understandable, especially in workflows with multiple variations, iterations, and parameter sweeps.
🧩 Core features:
- Prompt chains built from modular blocks with text, numbers, ranges; supports cycles, randomness, prefixes/postfixes.
- Parameter linking: any prompt value can drive generation settings like seed, resolution, CFG, steps, etc.
- Task management: queue system, status tracking, previews, auto-saving all configs and outputs.
- API integration: currently supports ComfyUI; architecture is open to extension.
📌 Use cases:
- Generative content factories: define prompt logic + auto parameter variation = dozens of outputs.
- Model testing: run controlled experiments across different seeds, resolutions, CFG, etc. with no manual copying.
- Preset creation and iteration: save, reuse, and switch between prompt/config snapshots.
- Asset production for games/media: swap topics, styles, or objects at scale with consistent results.
🎯 Who it's for:
- AI tinkerers and researchers - run large-scale prompt experiments with full traceability and parameter logic.
- Artists and visual creators - structure ideas, automate variation, and get repeatable results with aesthetic control.
- Studios and production teams - manage content pipelines in one place: templates, presets, task history, and reusable workflows.
📦 Download:
Module Flow is available here on CivitAI and on GitHub
Linux and macOS builds are in development and will be released soon
💬 Feedback:
Module Flow Discord server.
Join to:
Discuss features, updates, and roadmap direction
Get help with setup, bugs, and advanced configurations
Share prompt chains and workflow presets
Showcase results and techniques
Connect with artists, tech specialists, and studios using generative pipelines
This is the space to streamline, systemize, and scale your AI-powered production.
Feedback, feature suggestions, and bug reports are very welcome. The tool is in early development, and input helps prioritize the right things. Feel free to open GitHub issues or comment here.
⚠️ Please note: this is an early-stage tool. Bugs and missing features are expected - reports are appreciated.
- Support via Patreon is appreciated if you find this tool useful (Boosty coming soon).
Description
[0.0.1] - Initial Release
Added
Initial version of the application for modular prompt building and generation task management via ComfyUI API.
Prompt Chain — modular prompt chaining system for assembling complex prompts from text and numeric blocks
Settings — visual panel for configuring generation parameters, with support for loading JSON workflows
Task Manager — task queue system with support for creation, execution, and status tracking
Output — information panel showing assembled prompt and iteration index with real-time updates
Preview — result viewer displaying generated images as a responsive grid of cards
Log — application log viewer with automatic saving of runtime messages
Basic WebSocket integration with the ComfyUI API