requirement-lock
[LOCK:confirmed-requirements]=>[REJECT:scope-creep|gentle=true]
[LOCK:confirmed-requirements]=>[REJECT:scope-creep|gentle=true]
Once requirements are confirmed, lock them. Prevent scope creep during building.
Three-step method step 2. Trace the root cause through logic.
[REASON:root-cause|step=2-of-3]=>[TRACE:symptom-backward]=>[CONFIRM:before-fix]
[OBSERVE:problem|step=1-of-3]=>[READ:error+screenshot]=>[DESCRIBE:symptom]
Three-step method step 1. Observe the problem carefully before jumping to conclusions.
Create a custom file viewer for the Datagrok file share browser
Create a custom script handler for an unsupported scripting language
Create a custom JavaScript viewer extending DG.JsViewer with properties and rendering
Add caching to Datagrok functions using meta.cache annotations
Create info panels that appear in the context panel based on semantic types
生成式引擎优化专家,分析和优化内容在 AI 搜索引擎(ChatGPT、Claude、Perplexity、Google SGE)中的可见性和引用率。
Generates a complete fullstack application template with Python FastAPI backend and React Vite frontend. Includes OpenAI ChatGPT integration, CORS configuration, comprehensive error handling, and a modern Tailwind CSS + shadcn/ui React UI. Use this skill when the user wants to bootstrap a new fullstack web application project with both API backend and web frontend components ready to go.
Run ~/code/dotfiles/bin/review.sh to perform a multi-model review, evaluate findings, fix valid issues (with tests when possible), add clarifying comments for invalid findings, then run required checks. Use before PR creation or when the user asks for a deep review.