by concierge-hq
Universal Agent Interactive Protocol (UAIP) is an open standard for ordered and verifiable interactions between autonomous services and AI agents.
# Add to your Claude Code skills
git clone https://github.com/concierge-hq/uaipUAIP defines how autonomous agents interact with applications through explicit stages, workflows, and tasks. It guarantees invocation order and reliable execution, replacing ad-hoc prompting with verifiable contracts. UAIP is 78% more token efficient than existing protocols, eliminating context overflow and semantic loss.
<p align="center"> <img src="assets/token_usage.png" alt="Token Usage" width="48%"/> <img src="assets/error_rate.png" alt="Error Rate" width="48%"/> </p> <p align="center"><i>UAIP token efficiency across benchmarks</i></p> <br> <p align="center"> <img src="assets/concierge_example.svg" alt="UAIP Example" width="100%"/> </p> <br># Install UAIP SDK
pip install uaip
# Initialize a new workflow project
uaip init my-store
# Run the workflow server
cd my-store
python main.py
This starts a UAIP server at specified port that agents can interact with via /initialize and /execute.
You control agent autonomy by specifying legal tasks at each stage and valid transitions between stages. For example: agents cannot checkout before adding items to cart. UAIP enforces these rules, validates prerequisites before task execution, and ensures agents follow your defined path through the application.
Tasks are the smalles...