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Build navigable codebase knowledge graphs with Understand Anyth…

리포지토리나 위키를 에이전트와 사람이 구현 작업 전에 검색, 탐색, 질의할 수 있는 대화형 지식 그래프로 변환합니다.

Build navigable codebase knowledge graphs with Understand Anyth…란 무엇인가요?

이 스킬은 Claude Code, Codex, OpenCode, Gemini CLI, Cursor 등 다양한 AI 에이전트 CLI 환경에서 코드베이스를 대화형 지식 그래프로 탐색할 수 있게 해줍니다. 모든 파일, 함수, 클래스가 노드로 표현되어 클릭, 검색, 탐색이 가능하며, 각 노드의 평문 요약, 관계, 가이드 투어를 제공합니다. Understand Anything 플러그인 또는 설치 프로그램을 통해 설정되며, 리포지토리나 위키를 사전에 분석하여 구현 전에 코드 구조를 직관적으로 이해할 수 있도록 돕습니다. 개인 스킬로 설정하거나 특정 프로젝트에 적용할 수 있으며, vscode 및 kiro 플랫폼을 지원합니다.

지원 대상✓Claude Code✓Codex CLI✓Cursor✓Gemini CLI✓OpenCode
npx skills add https://github.com/agentskillexchange/skills/tree/main/skills/build-navigable-codebase-knowledge-graphs-with-understand-anything
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Build navigable codebase knowledge graphs with Understand Anyth… preview

문서

Build navigable codebase knowledge graphs with Understand Anything

리포지토리나 위키를 에이전트와 사람이 구현 작업 전에 검색, 탐색, 질의할 수 있는 대화형 지식 그래프로 변환합니다.

Prerequisites

Understand Anything 플러그인 또는 설치 프로그램, Claude Code, Codex, OpenCode, Gemini CLI, Cursor 또는 관련 에이전트 CLI와 같은 지원 코딩 도구, 대상 리포지토리 또는 지식 베이스

Installation

업스트림의 요구 사항 및 주의 사항:

  • 코드베이스를 대화형 지식 그래프로 탐색하세요. 모든 파일, 함수, 클래스는 클릭, 검색, 탐색할 수 있는 노드입니다. 노드를 선택하면 평문 요약, 관계, 가이드 투어를 볼 수 있습니다.

기본 사용법 또는 시작하기:

Documentation

Source

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 IDE-style semantic code navigation and symbol-safe refactors

Give a coding agent symbol-aware lookup, cross-file rename, and structural edit tools before it starts making brittle text-only changes.

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

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