AI Agent Skills

Curated list of AutoResearch use cases with optimization traces and open source implementations

Intent-based observability + traceability router across layers, boundaries, and signals. Routes to vendor-specific skills via category taxonomy; owns transport tuning, m…

Use for check a local repository against remote state, CI, contributors, and public profile context. Handles logs and streams. Preserves evidence with SkillSpec routes,…

Use for demonstrates always-loaded policy, on-demand procedure imports, section narrowing, and nested import requirements. Preserves evidence with SkillSpec routes, forb…