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Common Crawl URL 색인 마이너

Common Crawl 색인 API와 CC-MAIN 컬렉션을 쿼리하여 대규모로 과거 URL 범위, MIME 유형 및 크롤링 스냅샷을 표면화합니다. 처음부터 전체 크롤러를 구축하지 않고도 광범위한 웹 리콜이 필요한 연구 워크플로에 유용합니다.

Common Crawl URL 색인 마이너란 무엇인가요?

이 스킬은 Common Crawl 색인 API와 CC-MAIN 컬렉션을 활용하여 대규모 웹 아카이브 데이터를 효율적으로 조회하고 분석하는 도구입니다. 개발자와 연구자들은 이를 통해 특정 URL의 과거 스냅샷, MIME 유형 분포, 크롤링 시기 등의 정보를 얻을 수 있으며, 전체 웹 크롤러를 구축할 필요 없이 광범위한 웹 데이터를 회수할 수 있습니다. Docker 기반으로 설치 및 실행되며, Spark 작업을 통해 대용량 데이터 처리를 지원합니다. 또한 SQL 쿼리 예제와 Java 코드를 제공하여 WARC 레코드를 가져오고 처리하는 방법을 보여줍니다. 주로 Common Crawl 데이터셋을 활용하는 연구, 데이터 마이닝, 히스토리컬 웹 분석 작업에 적합합니다.

지원 대상~Claude Code~Codex CLI~Cursor
npx skills add https://github.com/agentskillexchange/skills/tree/main/skills/common-crawl-url-index-miner
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문서

Common Crawl URL 색인 마이너은(는) 무엇을 하나요?

Common Crawl 색인 API와 CC-MAIN 컬렉션을 쿼리하여 대규모로 과거 URL 범위, MIME 유형 및 크롤링 스냅샷을 표면화합니다. 처음부터 전체 크롤러를 구축하지 않고도 광범위한 웹 리콜이 필요한 연구 워크플로에 유용합니다.

설치

사용자 환경에 맞는 업스트림 설치 또는 설정 경로를 사용하세요.

  • docker build . -t cc-index-table
  • docker run --rm -ti cc-index-table --help
  • docker run --rm --entrypoint=/opt/spark/bin/spark-submit cc-index-table
  • docker run --mount=type=bind,source=/tmp/data,destination=/data --rm cc-index-table /data/in /data/out

업스트림의 요구 사항 및 주의 사항:

  • Docker를 사용한 빌드 및 실행

  • 프로젝트를 컴파일하고 Docker 컨테이너에서 Spark 작업을 실행하기 위해 Dockerfile이 제공됩니다.
  • Docker 이미지를 빌드하세요:

기본 사용법 또는 시작 참고 사항:

출처

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

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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

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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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