Topically relevant skills can make LLM agents implement required elements incorrectly, omit them, or add expensive verification work, causing functional failures and efficiency regressions.
Quantifying language models’ sensitivity to spurious features in prompt design or: How i learned to start worrying about prompt formatting,
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.AI 1years
2026 1verdicts
CONDITIONAL 1representative citing papers
citing papers explorer
-
Agent Skills Can Be Harmful: An Empirical Study of Skill-Induced Failures in LLM Agents
Topically relevant skills can make LLM agents implement required elements incorrectly, omit them, or add expensive verification work, causing functional failures and efficiency regressions.