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cli-anything

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.

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HKUDS/CLI-Anything
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19 de mayo de 2026 a las 07:59
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SKILL.md
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name
cli-anything
description
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.
# CLI-Anything for OpenClaw Use this skill when the user wants OpenClaw to act like the `CLI-Anything` builder. If this skill is being used from inside the `CLI-Anything` repository, read `../cli-anything-plugin/HARNESS.md` before implementation. That file is the full methodology source of truth. If it is not available, follow the condensed rules below. ## Inputs Accept either: - A local source path such as `./gimp` or `/path/to/software` - A GitHub repository URL Derive the software name from the local directory name after cloning if needed. ## Modes ### Build Use when the user wants a new harness. Produce this structure: ```text <software>/ └── agent-harness/ ├── <SOFTWARE>.md ├── setup.py └── cli_anything/ └── <software>/ ├── README.md ├── __init__.py ├── __main__.py ├── <software>_cli.py ├── core/ ├── utils/ └── tests/ ``` Implement a stateful Click CLI with: - one-shot subcommands - REPL mode as the default when no subcommand is given - `--json` machine-readable output - session state with undo/redo where the target software supports it ### Refine Use when the harness already exists. First inventory current commands and tests, then do gap analysis against the target software. Prefer: - high-impact missing features - easy wrappers around existing backend APIs or CLIs - additions that compose well with existing commands Do not remove existing commands unless the user explicitly asks for a breaking change. ### Test Plan tests before writing them. Keep both: - `test_core.py` for unit coverage - `test_full_e2e.py` for workflow and backend validation When possible, test the installed command via subprocess using `cli-anything-<software>` rather than only module imports. ### Validate Check that the harness: - uses the `cli_anything.<software>` namespace package layout - has an installable `setup.py` entry point - supports JSON output - has a REPL default path - documents usage and tests ## Backend Rules Prefer the real software backend over reimplementation. Wrap the actual executable or scripting interface in `utils/<software>_backend.py` when possible. Use synthetic reimplementation only when the project explicitly requires it or no viable native backend exists. ## Packaging Rules - Use `find_namespace_packages(include=["cli_anything.*"])` - Keep `cli_anything/` as a namespace package without a top-level `__init__.py` - Expose `cli-anything-<software>` through `console_scripts` ## Workflow 1. Acquire the source tree locally. 2. Analyze architecture, data model, existing CLIs, and GUI-to-API mappings. 3. Design command groups and state model. 4. Implement the harness. 5. Write `TEST.md`, then tests, then run them. 6. Update README usage docs. 7. Verify local installation with `pip install -e .` ## Output Expectations When reporting progress or final results, include: - target software and source path - files added or changed - validation commands run - open risks or backend limitations
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