SAWANT Agentic MoSCoW Framework for Reliable LLM Outputs
Project description
SAMF: SAWANT Agentic MoSCoW Framework
Structural MoSCoW contracts for deterministic LLM validation.
What is it?
SAMF provides machine-readable validation contracts for LLMs, translating project management MoSCoW prioritization into strict alignment guards.
Why do I need it?
- Slashes Prompt Instability: Eliminates brittle multi-hop reasoning.
- Prevents Loop Breaches: Keeps multi-agent reasoning loops from breaking.
- Optimizes Token Costs: Reduces RAG token waste by enforcing explicit constraints.
Quick Start
# Implementation code coming soon!
Download files
Download the file for your platform. If you're not sure which to choose, learn more about installing packages.
Source Distribution
samf_framework-0.1.0.tar.gz
(1.4 kB
view details)
Built Distribution
Filter files by name, interpreter, ABI, and platform.
If you're not sure about the file name format, learn more about wheel file names.
Copy a direct link to the current filters
File details
Details for the file samf_framework-0.1.0.tar.gz.
File metadata
- Download URL: samf_framework-0.1.0.tar.gz
- Upload date:
- Size: 1.4 kB
- Tags: Source
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/6.2.0 CPython/3.13.7
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
ff494d4168307aefdc008559c88c22d17f8e99f1d43542aa39cf47c3cfd2f5ed
|
|
| MD5 |
d78ee81e23e14336e5b7a0627a0476be
|
|
| BLAKE2b-256 |
0060b5889928865876b59ecebfdb2c0e088407bc57ff9a84336f69dd4752ab84
|
File details
Details for the file samf_framework-0.1.0-py3-none-any.whl.
File metadata
- Download URL: samf_framework-0.1.0-py3-none-any.whl
- Upload date:
- Size: 1.5 kB
- Tags: Python 3
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/6.2.0 CPython/3.13.7
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
15b34e15d0c28c5b51b30e6afad5a855f90170cd7bea061c572dcd612a559b8e
|
|
| MD5 |
b1c997293a39d2a6fb84278526431eca
|
|
| BLAKE2b-256 |
17e73925b74a29164a188629eb762cf9f24df23dbfb4ce1eb5d08283e0f7996a
|
