cli-anything-openrefine
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.
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- HKUDS/CLI-Anything
- 최근 소스 활동
- 2026년 8월 3일 08:40
- 감지된 SKILL.md 언어
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SKILL.md
소스 지침 · 읽기 전용 미리보기- name
- cli-anything-openrefine
- description
- 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.
- contributor
- CLI-Anything-Team
# 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:
```bash
cd openrefine/agent-harness
python -m pip install -e .
```
Start OpenRefine before backend commands:
```bash
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
```bash
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:
```bash
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`.
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