Siegel-Skill 是做什么的?
基于证据的Codex技能,用于表示重构(representation redesign)和清单结构(manifest structure)分析。
基于证据的Codex技能,用于表示重构和清单结构分析。
JunkaiWang-TheoPhy/Siegel-Skill 是一个专为AI编程助手(如Codex)设计的技能包,其核心目标是帮助开发者对代码的表示形式进行重构,并分析或重新设计其清单结构(manifest structure)。该技能强调“证据驱动”(evidence-grounded),意味着它依赖于从代码库中提取的具体事实或模式来指导重构决策,而非主观臆断。它在Codex平台中运行,通过分析代码中的符号引用、类型定义、文件依赖等证据,提供智能化的建议,以实现更清晰、更模块化的代码组织。对于处理大型代码库或进行架构优化的开发者来说,此技能可以显著减少手动分析的时间,提高重构的准确性和系统性。其工作流程通常包括扫描代码库、生成证据报告、以及基于报告提出具体重构方案。
npx skills add JunkaiWang-TheoPhy/Siegel-Skill基于证据的Codex技能,用于表示重构(representation redesign)和清单结构(manifest structure)分析。
ElevenLabs text-to-speech with mac-style say UX.
Oracle CLI second-model review/debug/refactor/design with selected files, dry-run token checks, API or browser engine.
Capture and automate macOS UI with the Peekaboo CLI.
Generate multiple radically different interface designs for a module using parallel sub-agents. Use when user wants to design an API, explore interface options, compare module shapes, or mentions "design it twice".
Build a throwaway prototype to flesh out a design — a runnable terminal app for state/business-logic questions, or several radically different UI variations toggleable from one route.
Interview the user relentlessly about a plan or design until reaching shared understanding, resolving each branch of the decision tree. Use when user wants to stress-test a plan, get grilled on their design, or mentions "grill me".