Skill Drift Is Contract Violation: Proactive Maintenance for LLM Agent Skill Libraries
2026-05-13T08:51:47Z•b831eda6d711f05d7e22ea149850bf1d177401e1440628c13d5882a790744d0d
CI/DevOpsIn-Context AutoencoderLLM agentsNeuroFlakeReXCLSHIASysMLTraceEvalagentic systemsbenchmarkscode semantic reasoningcontext compressioncontract validationdecompilation','Decaf'executable benchmarkingflaky testsformal verificationhardware interfacenatural-language verificationneuro-symbolicrequirements engineeringskill driftsoftware maintenancesupply-chain risktool-using agents
What happened
Collection of recent CS/SE arXiv papers (May 13, 2026) about LLM-based software engineering and agent systems. Key contributions: (1) Skill Drift Is Contract Violation — formulates agent skill decay as contract violations and presents a contract-extraction/validation system that reduces false alarms and localizes repairs for skill libraries; (2) TraceEval — an execution-verified, multi-language benchmark for recovering runtime call structure (improves diagnostic signal about semantic recovery); (3) Executable Benchmarking Suite for Tool-Using Agents — unifies workload/admission contracts and a
Why it matters
A reviewed impact interpretation has not been published for this record.
Evidence and limitations
- Source ID
- arxiv_cs_se
- Record identifier
- b831eda6d711f05d7e22ea149850bf1d177401e1440628c13d5882a790744d0d
- Enrichment time
- 2026-05-13T08:51:47Z
- AI-assisted enrichment
- Yes
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