深度学习仓库在修改前通常很难理解。此技能会映射入口点、配置、评估路径和审查风险，而不会修改代码。

Local Apple builds require macOS and Xcode infrastructure. This skill sends projects to Limrun for remote builds, simulator installation, signing, previews, and App Store uploads.

iOS UI testing often requires macOS hardware and manual simulator access. This skill controls Limrun cloud simulators through the lim CLI from any supported environment.

可视化网站构建通常会在参考图片与前端实现之间损失保真度。此技能指导 Claude、Codex 和 Claude Code 采用图片优先的分析方式并进行忠实实现。

团队需要可重复的方法，将 Lark API 工作打包成可供智能体使用的指令。此技能提供模板、研究流程和安全检查清单，用于构建可复用的 lark-cli 技能。

前端审查经常遗漏可访问性、数据边界和组件所有权问题。此 skill 为 Claude 和 Codex 提供了一份面向 Dify React 和 Next.js 代码审查的聚焦检查清单。

大型 React 组件会拖慢审查、测试和维护。此技能指导 hook 提取、组件拆分，以及与 Dify 对齐的验证。

长时间运行的工作流需要一种可靠的停止方式，同时不留下陈旧状态。此技能概述了基于 Redis 的停止设计、API 流程、前端选项和测试。

交互式工作流节点需要协调后端、前端、历史记录和本地化变更。此技能为 Claude、Codex 和 Claude Code 提供一份面向 FastGPT 交互式响应的聚焦实现指南。

当任务、范围和检查含糊不清时，编码智能体项目可能会偏离方向。此技能提供 PM 模板和审查规则，使 Claude、Codex 和 Claude Code 的工作保持有边界且可验证。

Writing accurate conventional commits from complex staged changes takes time and can produce inconsistent results. This skill inspects staged Git changes and recommends a concise, scoped commit message.

Verification tasks often expand beyond their acceptance criteria. This skill selects sufficient checks, reports exact outcomes, and stops when proof is complete.

Broad fixes can introduce unrelated regressions and overwrite existing work. This skill traces each bug to its responsible layer and verifies a focused correction.

Structural code changes can introduce subtle regressions and expand scope. This skill defines behavior boundaries and brackets focused refactors with verification.

Complex migrations can lose data or break compatibility during staged rollouts. This skill structures transitions around preservation, verification, rollback, and mixed-version safety.

Feature work often grows beyond acceptance needs and weakens architectural ownership. Lean Build defines a narrow outcome, reuses repository patterns, and stops after focused verification.

Premature edits can hide causes and introduce new failures. This skill organizes evidence, ranks hypotheses, and identifies a credible mechanism before implementation.

拉取请求审查常常过于冗长，难以快速采取行动。此技能会将反馈格式化为简洁、可直接粘贴的评论，包含位置、问题和修复建议。

Aggregate repository profiles do not identify a safe or valuable code change by themselves. This skill tests one approved candidate against a controlled baseline.

Finding relevant code across an unfamiliar repository can consume time and context. This skill searches broadly and returns concise, verified file and line citations.