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# Manual Slop
Vibe coding.. but more manual
An AI coding assistant interface featuring multi-project management, rich discussion history, dynamic tool utilization, and a robust frontend.
![img](./gallery/python_2026-02-21_23-37-29.png)
This tool is designed to work as an auxiliary assistant that natively interacts with your codebase via PowerShell and MCP-like file tools, supporting both Anthropic and Gemini APIs.
## Instructions
Features:
1. Make a credentials.toml in the immediate directory of your clone:
* Multi-provider support (Anthropic & Gemini).
* Multi-project workspace management via TOML configuration.
* Rich discussion history with branching and timestamps.
* Real-time file context aggregation and summarization.
* Integrated tool execution:
* PowerShell scripting for file modifications.
* MCP-like filesystem tools (read, list, search, summarize).
* Web search and URL fetching.
* Extensive UI features:
* Word-wrap toggles.
* Popup text viewers for large script/output inspection.
* Color theming and UI scaling.
```toml
[gemini]
api_key = "****"
[anthropic]
api_key = "****"
```
## Documentation
2. Have fun. This is experiemntal slop.
* [docs/Readme.md](docs/Readme.md) for the interface and usage guide
* [docs/guide_tools.md](docs/guide_tools.md) for information on the AI tooling capabilities
* [docs/guide_architecture.md](docs/guide_architecture.md) for an in-depth breakdown of the codebase architecture
```ps1
uv run .\gui.py
```
## Running
Use `uv run gui.py` or `python gui.py` to launch the frontend.
Requires a `credentials.toml` file in the root directory containing `gemini` and `anthropic` API keys.