본문으로 건너뛰기
cccskills
무료GitHub에 공개

cli-anything-openrefine

Clean messy tabular data through OpenRefine using command-line operations. Import files, inspect rows, apply reusable JSON transformation histories, and export cleaned CSV or TSV data, with session support for undoing and redoing changes.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

원문원문 설명 보기

Use OpenRefine through an agent-native CLI for importing messy data, applying JSON operation histories, inspecting rows, exporting cleaned data, and managing session undo/redo.

HKUDS/CLI-Anything
설치 방법 보기

이럴 때 유용합니다

  • Remove extra spaces from names in a CSV file
  • Reuse the same cleaning steps on another dataset
  • Inspect sample rows before and after transformation
  • Export cleaned data as CSV or TSV

포함된 파일(1)

  • SKILL.md2.6 KB

SKILL.md(원문)

설치하기 전에 에이전트에게 전달되는 지시 내용을 확인할 수 있습니다.

CLI-Anything OpenRefine

Use this skill when a task needs OpenRefine data cleaning, transformation, reusable operation histories, or CSV/TSV export from an automated agent workflow.

Prerequisites

Install the harness:

cd openrefine/agent-harness
python -m pip install -e .

Start OpenRefine before backend commands:

openrefine -i 127.0.0.1 -p 3333

Set a custom server with OPENREFINE_URL=http://127.0.0.1:3333 or pass --base-url.

Command Rules For Agents

  • Prefer --json on every one-shot command.
  • Use --session <path> for isolated task state.
  • Import or open a project before row, apply, export, undo, or redo commands.
  • Existing OpenRefine operation-history JSON can be passed directly to data apply.
  • Generated files are normal OpenRefine operation JSON and exported CSV/TSV data.

Common Commands

cli-anything-openrefine --json server ping
cli-anything-openrefine --json project list
cli-anything-openrefine --json --session run/session.json project import messy.csv --name cleanup
cli-anything-openrefine --json --session run/session.json data rows --limit 10
cli-anything-openrefine --json ops text-transform run/trim.json --column Name --expression 'value.trim()'
cli-anything-openrefine --json --session run/session.json data apply run/trim.json
cli-anything-openrefine --json --session run/session.json data export run/clean.csv --format csv
cli-anything-openrefine --json --session run/session.json session undo
cli-anything-openrefine --json --session run/session.json session redo

REPL

Run cli-anything-openrefine with no subcommand to enter the REPL.

For automated user journeys, pipe newline-separated REPL commands through stdin. Redirected streams automatically use an ASCII-only input/output path while interactive terminals retain the Unicode banner, prompt history, and styling:

printf 'help\nexit\n' | cli-anything-openrefine

Unicode payloads are rendered as reversible ASCII backslash escapes when the REPL is redirected, preventing legacy Windows output encodings from turning a successful command into a failed journey.

Piped workflows return a nonzero exit status at exit or EOF if any command failed, allowing CI to detect an unsuccessful user journey.

Error Handling

When --json is set, command failures write a JSON object to stderr with ok: false.

리뷰

아직 리뷰가 없습니다. 사용해 본 소감을 남겨 주세요.

댓글

로그인 없이 쓸 수 있습니다. 사용 후기, 질문, 작동하지 않은 환경 등을 편하게 남겨 주세요.

아직 댓글이 없습니다. 첫 댓글을 남겨 보세요.

보내면 바로 공개됩니다. 이메일 주소나 전화번호 같은 개인 정보는 쓰지 마세요. URL은 2개까지입니다.

0 / 1,000자

이 양식은 reCAPTCHA로 보호되며 Google 개인정보처리방침 및 서비스 약관이 적용됩니다.

같은 저장소의 스킬

cli-anything

무료

Use Reasonix to build or improve a Python command-line interface for existing software. The workflow covers source analysis, interactive commands, JSON output, tests, documentation, and installation checks using the software’s own backend where possible.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

  • Build command-line access to a GUI application
  • Add missing features to an existing command-line interface
  • Test commands against the actual software backend
HKUDS/CLI-Anything5.5만2026년 9월 22일 업데이트

cli-anything

무료

Build and improve Python command interfaces for GUI applications with OpenClaw. The skill guides source analysis, command design, testing, and packaging, including interactive sessions and structured JSON output for agents.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

  • Build a command interface for a GUI application
  • Add missing commands to an existing interface
  • Test workflows against the actual application
HKUDS/CLI-Anything5.5만2026년 9월 22일 업데이트

cli-anything

무료

Use Codex to build Python command-line tools for applications with graphical interfaces. Analyze source code, add commands, test against the actual software, validate packaging and documentation, and discover tools already generated or installed.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

  • Build a command-line tool from application source code
  • Extend an existing tool with more commands
  • Test behavior against the actual application
HKUDS/CLI-Anything5.5만2026년 9월 22일 업데이트

cli-anything-3mf

무료

Inspect and edit 3MF files for 3D printing. Detect cylindrical holes, change their diameters, repair mesh issues, and compare files while preserving BambuStudio and PrusaSlicer metadata when repacking the edited file.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

  • Detect cylindrical holes and check their diameters
  • Resize selected holes to a target diameter
  • Repair degenerate faces and duplicate vertices
HKUDS/CLI-Anything5.5만2026년 9월 22일 업데이트

cli-anything-adguardhome

무료

Manage AdGuard Home network filtering from the command line. Update blocklists, register devices, configure DNS rules that map names to addresses, and inspect query logs and statistics through the AdGuard Home REST API.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

  • Adding and refreshing ad-blocking filter lists
  • Mapping local domain names to IP addresses
  • Registering devices and managing fixed address assignments
HKUDS/CLI-Anything5.5만2026년 9월 22일 업데이트

cli-anything-anygen

무료

Generate slides, documents, websites, and diagrams from natural language prompts through AnyGen OpenAPI. Manage reference uploads, check generation progress, and download finished files using commands with structured output for AI agents.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

  • Generate slides or documents from written instructions
  • Upload reference files for a generation task
  • Check generation progress and download finished files
HKUDS/CLI-Anything5.5만2026년 9월 22일 업데이트

HKUDS의 스킬 모두 보기

이 스킬의 문제 신고