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.
インストールする前に、エージェントに与えられる指示の中身を確認できます。
Use this skill when a task needs OpenRefine data cleaning, transformation, reusable operation histories, or CSV/TSV export from an automated agent workflow.
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.
--json on every one-shot command.--session <path> for isolated task state.data apply.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
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.
When --json is set, command failures write a JSON object to stderr with ok: false.
まだレビューはありません。使ってみた感想をお寄せください。
概要と使いどころ
Use when the user wants Reasonix to build, refine, test, or validate a CLI-Anything harness for a GUI application or source repository. Adapts the CLI-Anything methodology to Reasonix without changing the generated Python harness format.
日本語の概要は準備中です。原文の説明を表示しています。
Use when the user wants Codex to build, refine, test, validate, or list CLI-Anything harnesses for GUI applications or source repositories. Adapts the full CLI-Anything methodology to Codex without changing the generated Python harness format.
日本語の概要は準備中です。原文の説明を表示しています。
Use when the user wants OpenClaw to build, refine, test, or validate a CLI-Anything harness for a GUI application or source repository. Adapts the CLI-Anything methodology to OpenClaw without changing the generated Python harness format.
日本語の概要は準備中です。原文の説明を表示しています。
3MF mesh geometry editor — detect and resize cylindrical holes, repair meshes, compare 3D printing files. Works with BambuStudio and PrusaSlicer 3MF files.
日本語の概要は準備中です。原文の説明を表示しています。
Command-line interface for AdGuard Home - Network-wide ad blocking and DNS management via AdGuard Home REST API. Designed for AI agents and power users who need to manage filtering, DNS rewrites, clients, DHCP, and query logs without a GUI.
日本語の概要は準備中です。原文の説明を表示しています。
Command-line interface for Anygen - A stateful command-line interface for AnyGen OpenAPI — generate professional slides, documents, webs...
日本語の概要は準備中です。原文の説明を表示しています。