Ready to build enterprise-grade intelligent systems? Check out the HouYi Agent framework and SimpleSkill spec on our GitHub! ⭐ Drop a star if you find it useful: 🔗 github.com/YiLabsAI/HouYi… #LLM #OpenSource
Jeff Feng
@vongosling
@TheASF Member. @ApacheRocketMQ and @Open_Messaging Original Founder. Not Representing anyone on Twitter: personal opinions only.
- 🛡️ Standardized Hooks & CoreGuard:Agent stopped halfway? Rogue skill trying to delete files? SimpleSkill introduces standard lifecycles (PreToolUse, PostToolUse) and a 3-tier permission system. 5 layers of hard-coded defense ensure your core system is bulletproof.
- 🧠 Progressive Disclosure:Instead of loading everything upfront, SimpleSkill uses a 4-stage mechanism (Discovery -> Negotiation -> Activation -> Execution). The Agent only mounts 1-3 highly relevant skills at a time. Maximum focus, zero context explosion.
- Enter SimpleSkill by HouYi Platform. 🚀 We are upgrading Agent skills from messy "Prompt Engineering" to rigorous "Software Engineering". It’s 100% compatible with Claude SKILL.md, but introduces Runtime Contracts. Markdown is now an executable entity, not just text!
- Current Agent frameworks rely on pure text context (SKILL.md). The result? ❌ 49.8% execution failure rate (LLMs guess the API syntax wrong) ❌ Context window pollution (Model gets lost in massive docs) ❌ Huge security blind spots It's time for a paradigm shift.
