PoS
An inference-time framework for long-horizon LLM agents with explicit belief states, consistency validation, and trapping-aware recovery.
- belief-state
- context-management
- llm-agents
- long-horizon
- Stars
- 27
- Forks
- 0
- + today
- +1
- Created
- 22d
Ranking data as of October 5, 2026 (UTC).
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Overview
An inference-time framework for long-horizon LLM agents with explicit belief states, consistency validation, and trapping-aware recovery. It ranks #2445 on GitTiger, gaining +1 star on October 5, 2026 (UTC).
The project is written in Python. It was created 22d ago.
Installation
git clone https://github.com/luoyu100/PoS.git
cd PoS
# see README for setup