bosens-China

当需要编写、理解、评审或排查多吉云云存储、S3/Boto3、临时密钥、文件管理 API、图片处理、CI 静态站部署、增量上传或上传性能问题时使用。

Conducts multi-axis code review. Use before merging any change. Use when reviewing code written by yourself, another agent, or a human. Use when you need to assess code quality across multiple dimensions before it enters the main branch.

INVOKE THIS SKILL when building ANY Deep Agents application. Covers create_deep_agent(), harness architecture, SKILL.md format, and configuration options.

INVOKE THIS SKILL when your Deep Agent needs memory, persistence, or filesystem access. Covers StateBackend (ephemeral), StoreBackend (persistent), FilesystemMiddleware, and CompositeBackend for routing.

INVOKE THIS SKILL when using subagents, task planning, or human approval in Deep Agents. Covers SubAgentMiddleware, TodoList for planning, and HITL interrupts.

INVOKE THIS SKILL at the START of any LangChain/LangGraph/Deep Agents project, before writing any agent code. Determines which framework layer is right for the task: LangChain, LangGraph, Deep Agents, or a combination. Must be consulted before other agent skills.

INVOKE THIS SKILL when setting up a new project or when asked about package versions, installation, or dependency management for LangChain, LangGraph, LangSmith, or Deep Agents. Covers required packages, minimum versions, environment requirements, versioning best practices, and common community tool packages for both Python and TypeScript.

Create LangChain agents with create_agent, define tools, and use middleware for human-in-the-loop and error handling.

Create, rewrite, polish, and proofread Chinese articles, technical blogs, documentation, and technical talks. Use when the user asks for Chinese writing help, Chinese technical article structure, tone consistency, proofreading, terminology consistency, punctuation, spacing, formatting, or fixing awkward Chinese prose.

Audit oversized source files in a repository. Apply repository .gitignore rules plus extra exclude patterns, filter candidate files with include glob patterns, count physical lines, and output only files at or above the threshold. Use this skill when the user asks to find long files, review file-length distribution, identify split/refactor candidates, or analyze technical debt.

Analyze Git working tree and staged changes, propose one or more coherent commit batches for user approval, infer commit message style from repository history, then run git add/git commit only for approved batches. Use when the user asks for git commit, commit changes, git 分步提交, 分批提交, staged commit cleanup, or wants current changes committed with sensible messages.