The story behind SkCC — from idea to paper, and media coverage along the way.
Lead author Yipeng Ouyang invited by Siwei Liu (University of Aberdeen) to give a 45+15min academic presentation on SkCC.
Read more →SkCC accepted as a poster at the premier workshop on agent skills. A major milestone for the project.
Read more →5 articles across major WeChat accounts. 1,000+ cumulative likes, recommendations, and shares.
Read more →中大新方法让Skill一次编译适配多个模型 — featured on Xiaohongshu (RED).
Read more →SkCC: LLM Agent技能编译器！— full detailed coverage on Xiaohongshu (RED).
Read more →Unifying the project under the SkCC name, completing the paper, and releasing the full open-source compiler.
Read more →Building the four-phase compilation pipeline in Rust, implementing Anti-Skill Injection, and running the first SkillsBench experiments.
Read more →How the observation of format sensitivity in LLM agents led to the concept of a skill compiler.
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