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为编码代理添加 IDE 风格的语义代码导航与符号安全重构

在编码代理进行脆弱的纯文本更改之前，为其提供符号感知查找、跨文件重命名和结构化编辑工具。

为编码代理添加 IDE 风格的语义代码导航与符号安全重构 是什么？

该技能通过 Serena 工具集为编码代理（如 Claude Code、Cursor 等）提供 IDE 级别的语义代码导航和重构能力。Serena 是一个 MCP（模型上下文协议）兼容的工具，它利用项目中的语言服务器（如 Pyright、Typescript 等）提供符号感知的代码查找、跨文件重命名以及结构化编辑功能，从而避免代理进行纯文本替换导致的脆弱更改。该技能适用于任何支持 MCP 的客户端，包括 Claude Code、Cline、Cursor 等，并支持多种编程语言和框架。其核心优势在于让编码代理能够像开发者使用 IDE 一样，安全地进行代码重构、跳转到定义、查找引用等操作，显著提升 AI 辅助编码的准确性与安全性。安装简单，通过 uv 工具即可部署，并提供了详细的快速启动指南和评估文档。

兼容平台✓Claude Code~Codex CLI~Cursor
npx skills add https://github.com/agentskillexchange/skills/tree/main/skills/add-ide-style-semantic-code-navigation-and-symbol-safe-refactors-to-coding-agents-through-serena
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通过 Serena 为编码代理添加 IDE 风格的语义代码导航与符号安全重构

在编码代理进行脆弱的纯文本更改之前，为其提供符号感知查找、跨文件重命名和结构化编辑工具。

前提条件

需要安装 Serena、一个兼容 MCP 的编码代理或客户端、支持的语言服务器或项目环境，以及本地仓库访问权限。

安装

使用与您的环境匹配的上游安装或设置路径：

  • uv tool install -p 3.13 serena-agent@latest --prerelease=allow

上游的要求和注意事项：

  • 在 Claude Code 上针对大型 Python 代码库的 Opus 4.6（高）评估结果：
  • 前提条件。Serena 由 uv 管理，安装 uv 是唯一必需的先决条件。

基本用法或入门说明：

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来源

Individual skills in this repo

This repo contains 20 individual skills — each has its own dedicated page.

Academic Paper Citation Network Mapper

Builds citation networks from Semantic Scholar API and CrossRef DOI metadata. Visualizes paper influence graphs using NetworkX, identifies seminal works, and tracks research lineage across fields.

ACF Custom Fields REST Exposer

Exposes Advanced Custom Fields data through the WordPress REST API using register_rest_field and acf_format_value. Handles repeater fields, flexible content layouts, and gallery fields with proper serialization.

ACF Extended for Advanced Custom Fields Workflows

An ASE skill built around ACF Extended, the WordPress enhancement suite for Advanced Custom Fields that adds field types, admin improvements, front-end forms, options pages, and developer tooling. It is a practical fit for agents working inside complex WordPress content models and custom field workflows.

ACF to Gutenberg Block Migrator

Converts Advanced Custom Fields field groups into native Gutenberg blocks using the ACF Block API v2 and @wordpress/scripts build pipeline. Maps ACF repeaters, groups, and flexible content to InnerBlocks and block attributes with server-side rendering via acf_register_block_type().

Activepieces Open Source Workflow Automation

Activepieces is an open-source, self-hostable workflow automation platform with 200+ integrations. It provides a visual builder for creating automated workflows and exposes all its connectors as MCP servers for AI agent use.

ActivityWatch Cross-Platform Automated Time Tracker and Producti

ActivityWatch is a privacy-first, open-source automated time tracker that records application usage, browser activity, and AFK status across Windows, macOS, and Linux. With 16k+ GitHub stars, it provides detailed productivity analytics without sending data to external servers.

act Local GitHub Actions Runner

act is an open-source CLI tool that runs GitHub Actions workflows locally using Docker, enabling fast feedback on workflow changes without pushing to GitHub. It is a standard tool for local Actions development and testing.

Add a browser review checkpoint before risky agent actions with

Use AgentClick when an agent should pause before risky commands, plans, drafts, or code changes so a human can inspect, edit, approve, or reject them in a purpose-built browser UI.

Add Claude design-system and accessibility workflows with UX/UI

Use UX/UI Agent Skills when Claude should generate tokens, component specs, accessibility audits, and framework-specific UI code from a repeatable design workflow.

Add executable smoke tests for shell scripts and CLIs before ref

Use Bats-core when an agent needs to turn fragile shell scripts or command-line workflows into something it can verify repeatedly after edits. The agent writes focused Bash tests for success paths, failure paths, and output contracts, then runs them locally or in CI before a refactor, release, or incident fix goes out.

Add graph-backed memory and context retrieval to agent workflows

Use Cognee to ingest project knowledge into graph and vector memory so agents can retrieve durable context across sessions and workflows.

Add managed long-term memory to LangGraph agents with LangMem

Give LangGraph agents memory management and search tools so they can store, retrieve, and update durable facts across sessions.

Add multimodal lifelong memory to MCP and Python agents with Sim

Use SimpleMem to store, compress, index, and retrieve text or multimodal memories for agents through MCP or Python integrations.

Add persistent project memory and hook-driven synthesis with Cla

Keep Claude Code sessions grounded in prior decisions, project context, and daily handoff notes instead of starting from zero every time.

Add Postgres-native vector retrieval to agent and RAG workflows

Store embeddings beside application data in Postgres, create vector indexes, and query nearest neighbors for semantic search, RAG, recommendations, or agent memory retrieval.

Address GitHub PR review comments from the current branch with g

Find the open PR for the current branch, gather unresolved review comments, and drive a focused comment-resolution workflow with gh-authenticated context.

Add runtime guardrails to TypeScript agents with VoltAgent

Use VoltAgent to intercept, validate, and enforce input/output policies in TypeScript agent workflows.

Add temporal context memory to agent workflows with Zep

Use Zep as an external context layer for agents that need to store events, assemble temporal graph context, and retrieve relevant memory before model calls.

Adobe Firefly API Batch Image Generator

Calls Adobe Firefly

Adobe Photoshop API Batch Processor

Automates image editing workflows via the Adobe Photoshop API (Firefly Services). Supports smart object replacement, action playback, and PSD layer manipulation at scale.

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