risk-brief 是做什么的？
一个预提交的 Claude Code / Codex 技能，能将你的智能体的设计决策转化为 PR 描述，并自我审计 diff 中你可能忽略的风险。
一个预提交的 Claude Code / Codex 技能，能将你的智能体的设计决策转化为 PR 描述，并自我审计 diff 中你可能忽略的风险。
haystackeditor/risk-brief 是一个面向 AI 代理（如 Claude Code 和 Codex）的预提交技能。它的核心功能是自动生成高质量的拉取请求（PR）描述，同时通过自我审计代码差异（diff）来识别潜在风险。该技能鼓励开发者或代理在提交代码前，系统性地记录设计决策和权衡，从而提升代码审查的透明度和效率。它支持以结构化的方式输出 PR 摘要和风险报告，帮助团队避免常见问题，并确保每项变更都经过深思熟虑。技能运行在预提交钩子中，通过解析 git diff 和代理的决策日志，生成一个包含设计理由和风险分析的完整 PR 描述。这不仅节省了编写 PR 的时间，还为审查者提供了更深入的上下文，从而加速开发流程并减少错误。
npx skills add haystackeditor/risk-brief一个预提交的 Claude Code / Codex 技能，能将你的智能体的设计决策转化为 PR 描述，并自我审计 diff 中你可能忽略的风险。
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".