“coding”

Generates Mermaid diagrams from Trailmark code graphs.

Delegate coding tasks to OctoAgent Workers.

Standard operating procedure for research experiments, data analysis, and visualization.

设置 Claude Code hooks，在危险 git commands（push、reset --hard、clean、branch -D 等）执行前阻止它们。适用于用户想防止破坏性 git 操作、添加 git safety hooks，或在 Claude Code 中阻止 git push/reset 时。

编程实现。根据模型选择编写可复现代码、运行求解、输出结果JSON。纯代码，不包含图表

The standards code in this repo is held to — what the repo documents, plus a baseline of code smells and seams.

AI-powered coding assistant for code generation, explanation, debugging, and refactoring.

Use when an AI coding agent is writing or refactoring production code and its known failure modes need to be held in check — over-engineering, silent scope…

Defines practical standards for implementation-focused coding agents.

Review code changes with several independent reviewers in parallel, then triage and present the findings.

Code refactoring patterns and techniques for improving code quality without changing behavior.

Review changed code for naming, stale references, unnecessary complexity, and comment quality.

Use when receiving code review feedback before implementing suggestions, especially when feedback is unclear, risky, disputed, or technically questionable.

Perform a structured code review of changes, checking for correctness, style, tests, and potential issues.

Review frontend code under `web/` or `packages/dify-ui/` when the user explicitly requests a review or audit.

Selects bounded, graph-informed source slices with Trailmark and delegates focused code analysis or patch-proposal work to a smaller subagent.

减少常见 LLM 编码失误的行为准则。Use when "写代码", "改代码", "重构", "code", "refactor", "implement", "review code", "编写/修改本仓库代码" — 即任何在本项目里写、改、重构、审查代码之前。 四条原则：先想后写 / 极简优先 /…

Use when requesting independent code review, after implementation slices, before merging high-risk work, or when verification exposes evidence, baseline…

多平台编码助手。遵循各平台官方文档做编码规范、单测与编译/lint；协助将核心技术梳理为完整 WPS 笔记技术文档。生成的笔记必须包含 7 个二级标题（核心技术、核心代码、关键技术点、核心类和职责、调用链、架构概览、注意事项）；其中架构、核心技术、调用链的图示优先用 WPS 笔记的 generate_image…

Universal coding standards, best practices, and patterns for TypeScript, JavaScript, React, and Node.js development.

Security-focused source code review and SAST.

Dispatched for coding, reverse engineering, full-stack development, architecture design, CI/CD pipeline setup.

Use during implementation — loaded by build-loop before each task — whenever code is being written and should hold to universal quality standards, regardless…

Internal TDD process skill — invoked by code-feature, code-issue, and code-debt.