HASP Framework Turns LLM Skills into Executable Programs
Researchers have introduced HASP (Harnessing LLM Agents with Skill Programs), a framework that upgrades reusable skills for LLM agents from passive textual guidance into executable Program Functions (PFs). PFs act as guardrails that activate on failure-prone states, modifying actions or injecting corrective context. HASP is modular, applicable at inference time, during post-training, or for self-improvement. Empirical results show substantial gains over training-free methods.
Key facts
- HASP stands for Harnessing LLM Agents with Skill Programs
- Skills are encoded as executable Program Functions (PFs) instead of textual guidance
- PFs act as guardrails that activate on failure-prone states
- HASP can be applied at inference time, during post-training, or for self-improvement
- The framework is highly modular
- Empirical results show substantial gains compared to training-free approaches
- The paper is available on arXiv with ID 2605.17734
- The announcement type is new
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Institutions
- arXiv