Build command-line interfaces for graphical applications in Cursor using the CLI-Anything workflow. It supports creating and extending these interfaces, running tests, checking required criteria, and listing tools through slash commands or natural-language requests.
中文简介正在准备中。当前显示英语简介。
Build, refine, test, validate, or list CLI-Anything harnesses for GUI applications in Cursor. Prefer slash commands /cli-anything, /cli-anything-refine, /cli-anything-test, /cli-anything-validate, and /cli-anything-list when available. This skill supports natural-language discovery of the generator; it does not replace those commands. Discovering already-published CLIs from CLI-Hub is a separate consumer skill (cli-hub-meta-skill).
安装前可以查看交给 AI 代理的指令内容。
This skill is packaged inside the Cursor plugin as a supporting entry point. The primary generator UX is the plugin slash commands.
| Goal | Command |
|---|---|
| Full 7-phase build | /cli-anything <path-or-repo> |
| Expand coverage | /cli-anything-refine <path> [focus] |
| Run tests | /cli-anything-test <path> |
| Validate checklist | /cli-anything-validate <path> |
| List tools | /cli-anything-list |
If the user speaks naturally ("build a CLI for ./gimp"), run the same workflow as the matching command.
This skill is not the Hub consumer. For finding/installing published CLIs:
npx skills add HKUDS/CLI-Anything --skill cli-hub-meta-skill -g -y
Per-app skills live under the repo skills/ tree and install via npx skills add.
PLUGIN_ROOT via discovery pointer then stamp:
~/.cursor/cli-anything-generator.root / %USERPROFILE%\.cursor\cli-anything-generator.root{install}/PLUGIN_ROOT.txt~/.cursor/plugins/local/cli-anything if references/HARNESS.md exists there{PLUGIN_ROOT}/references/HARNESS.md with an absolute path.{PLUGIN_ROOT}/references/commands/.{PLUGIN_ROOT}/references/guides/ on demand.{PLUGIN_ROOT}/scripts/repl_skin.py, preview_bundle.py,
skill_generator.py, templates/.| Document reference | Installed plugin path |
|---|---|
guides/... | references/guides/... |
cli-anything-plugin/repl_skin.py | scripts/repl_skin.py |
cli-anything-plugin/preview_bundle.py | scripts/preview_bundle.py |
cli-anything-plugin/skill_generator.py | scripts/skill_generator.py |
templates/SKILL.md.template | scripts/templates/SKILL.md.template |
docs/PREVIEW_PROTOCOL.md | references/docs/PREVIEW_PROTOCOL.md |
| Cursor tool | Role |
|---|---|
| Read | Methodology and source analysis |
| Grep / Glob | API and file discovery |
| Shell | Clone, pytest, pip, CLI invocation |
| Write / StrReplace | Harness implementation |
| Task | Optional parallel subtasks |
For build/refine/test/validate, maintain
{software-root}/agent-harness/.cli-anything-progress.json.
Create agent-harness/ when tracking starts. Do not advance without completing
the previous phase. Resume non-terminal runs.
Match Claude Code plugin / Codex skill output: same harness layout, namespace
packaging, --json, tests, and skill generation. Do not invent a different
harness format.
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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.
中文简介正在准备中。当前显示英语简介。
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.
中文简介正在准备中。当前显示英语简介。
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.
中文简介正在准备中。当前显示英语简介。
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.
中文简介正在准备中。当前显示英语简介。
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.
中文简介正在准备中。当前显示英语简介。
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.
中文简介正在准备中。当前显示英语简介。