cli-anything-generator
Build, refine, test, validate, or list CLI-Anything harnesses for GUI applications in Cursor. Prefer slash commands…
Use when the agent wants to define, list, inspect, or execute GUI macros via the MacroCLI CLI. Macros are parameterized, CLI-callable workflows — the agent invokes `macro run <name>` and the system handles backend routing (plugin, file transform, accessibility, compiled GUI
Claude Code
$ npx -y skills add HKUDS/CLI-Anything --skill cli-anything-macrocli --agent claude-code
Codex
$ npx skills add HKUDS/CLI-Anything --skill cli-anything-macrocli -a codex -y
Cursor
$ npx skills add HKUDS/CLI-Anything --skill cli-anything-macrocli -a cursor -y
Gemini CLI
$ npx skills add HKUDS/CLI-Anything --skill cli-anything-macrocli -a gemini-cli -y
GitHub Copilot
$ npx skills add HKUDS/CLI-Anything --skill cli-anything-macrocli -a github-copilot -y
OpenCode
$ npx skills add HKUDS/CLI-Anything --skill cli-anything-macrocli -a opencode -y
Windsurf
$ npx skills add HKUDS/CLI-Anything --skill cli-anything-macrocli -a windsurf -y
name: "cli-anything-macrocli" description: > Use when the agent wants to define, list, inspect, or execute GUI macros via the MacroCLI CLI. Macros are parameterized, CLI-callable workflows — the agent invokes `macro run <name>` and the system handles backend routing (plugin, file transform, accessibility, compiled GUI replay).
The MacroCLI converts valuable GUI workflows into parameterized, CLI-callable macros. Agents **never touch the GUI directly** — they call macros through this stable CLI, and the runtime routes execution to the best available backend (native plugin/API, file transformation, semantic UI control, or precompiled GUI macro replay).
cd macrocli/agent-harness pip install -e .
**Requirements:** Python 3.10+, PyYAML, click, prompt-toolkit.
# 1. See what macros are available
cli-anything-macrocli macro list --json
# 2. Inspect a macro's parameters
cli-anything-macrocli macro info export_file --json
# 3. Dry-run to check params without side effects
cli-anything-macrocli --dry-run macro run export_file \
--param output=/tmp/test.txt --json
# 4. Execute a macro
cli-anything-macrocli macro run export_file \
--param output=/tmp/result.txt --json
# 5. See what backends are available
cli-anything-macrocli backends --json| Flag | Description | |------|-------------| | `--json` | Machine-readable JSON output on stdout | | `--dry-run` | Simulate all steps, skip side effects | | `--session-id <id>` | Resume or create a named session |
| Command | Description | |---------|-------------| | `macro list` | List all available macros | | `macro info <name>` | Show macro schema (parameters, steps, conditions) | | `macro run <name> --param k=v` | Execute a macro | | `macro dry-run <name> --param k=v` | Simulate without side effects | | `macro validate [name]` | Structural validation | | `macro define <name>` | Scaffold a new macro YAML |
| Command | Description | |---------|-------------| | `session status` | Show session statistics | | `session history` | Show recent run history | | `session save` | Persist session to disk | | `session list` | List all saved sessions |
cli-anything-macrocli backends --json # Shows: native_api, file_transform, semantic_ui, gui_macro, recovery # and whether each is available in the current environment.
Pass parameters with `--param key=value`. Repeat for multiple:
cli-anything-macrocli macro run transform_json \
--param file=/path/to/data.json \
--param key=settings.theme \
--param value=dark \
--jsonAll commands output JSON when `--json` is set:
{
"success": true,
"macro_name": "export_file",
"output": {
"exported_file": "/tmp/result.txt"
},
"error": "",
"telemetry": {
"duration_ms": 312,
"steps_total": 2,
"steps_run": 2,
"backends_used": ["native_api"],
"dry_run": false
}
}On failure (`"success": false`), read the `"error"` field for the reason. Exit code is 1 on failure.
Backends are selected automatically based on the macro step definition:
| Backend | Triggered by | Use case | |---------|-------------|----------| | `native_api` | `backend: native_api` | Subprocess / shell command | | `file_transform` | `backend: file_transform` | XML, JSON, text file editing | | `semantic_ui` | `backend: semantic_ui` | Accessibility / keyboard shortcuts | | `gui_macro` | `backend: gui_macro` | Precompiled coordinate replay | | `recovery` | `backend: recovery` | Retry / fallback orchestration |
Macros are YAML files in `cli_anything/macrocli/macro_definitions/`. Scaffold one with:
cli-anything-macrocli macro define my_macro --output \
cli_anything/macrocli/macro_definitions/examples/my_macro.yamlMinimal schema:
name: my_macro
version: "1.0"
description: What this macro does.
parameters:
output:
type: string
required: true
description: Where to write results.
example: /tmp/result.txt
preconditions:
- file_exists: /path/to/input
steps:
- id: step1
backend: native_api
action: run_command
params:
command: [my-app, --export, "${output}"]
timeout_ms: 30000
on_failure: fail # or: skip, continue
postconditions:
- file_exists: ${output}
- file_size_gt: [${output}, 100]
outputs:
- name: result_file
path: ${output}
agent_hints:
danger_level: safe # safe | moderate | dangerous
side_effects: [creates_file]
reversible: true1. **Always use `--json`** for programmatic output. 2. **Use `--dry-run` to validate params** before executing side-effectful macros. 3. **Check `success` field** — do not assume success from exit code alone. 4. **Read `error` field** when `success` is false — it explains what failed. 5. **Use `macro info <name>` to discover params** before calling `macro run`. 6. **Use absolute paths** for all file parameters.
# Step 1: What's available?
cli-anything-macrocli macro list --json
# Step 2: What params does transform_json need?
cli-anything-macrocli macro info transform_json --json
# Step 3: Test safely
cli-anything-macrocli --dry-run macro run transform_json \
--param file=/tmp/config.json \
--param key=theme \
--param value=dark --json
# Step 4: Execute for real
cli-anything-macrocli macro run transform_json \
--param file=/tmp/config.json \
--param key=theme \
--param value=dark --json1.0.0
"CLI-Anything: Making ALL Software Agent-Native" -- CLI-Hub: https://clianything.cc/
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