AI Agent Skills

Reason about causal product systems and change over time. Use when mapping stocks, flows, delays, purposes, or interconnections; diagnosing reinforcing or balancing feed…

🚀 A daily log of my learning journey in development! 💻📚 Here, I share important commands, code snippets, and topics—ranging from basic to advanced—that I'm exploring…

Autonomous skill-prompt optimization — Karpathy-style mutate/score/keep loop on SKILL.md. Triggers "autoresearch", "optimize skill", "tune", "evolve" a skill, "prompt op…

Apply the evolve campaign to one fixed skill identity against a benchmark built and qualified for it.

API contract design: resource naming, error model, versioning, pagination, backward compatibility, OpenAPI. A predictable interface that evolves without breaking consume…

OMK（Observe. Measure. Know.）让 AI 应用的知识改动有据可依。观测真实表现，受控测量 prompt / RAG / skill / agent / workflow 的版本差异，判断改动是否有效、版本能否发布，并支持自动迭代改进。 Use when: 用户提到"评测"、"测评"、"eval"、"benchma…

Provides guidance for automatically evolving and optimizing AI agents across any domain using LLM-driven evolution algorithms. Use when building self-improving agents, o…