/cli-anything-macrocli
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
$ npx -y skills add HKUDS/CLI-Anything --skill cli-anything-macrocli --agent claude-codeHow it fires
How this skill gets triggered: by you, by Claude, or both.
- Fires itselfAuto-invocation. Claude auto-loads it when your prompt matches the work.Auto-invocation is when the right skill fires by itself at the right moment, driven by a FLOW.md router and a hook, instead of you invoking it by name. It is the difference between a skill being installed and a skill actually getting used.Read the full definition →
- You can call itInvoke it directly when you want it.
- Slash command
/cli-anything-macrocli
Context preview
The summary Claude sees to decide when to auto-load this skill.
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
SKILL.md
cli-anything-macrocli.SKILL.mdname: "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).
MacroCLI CLI
What It Is
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).
Installation
cd macrocli/agent-harness
pip install -e .
**Requirements:** Python 3.10+, PyYAML, click, prompt-toolkit.
Quick Start (for agents)
# 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 --jsonCommand Reference
Global Flags
| 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 |
`macro` group
| 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 |
`session` group
| 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 |
`backends`
cli-anything-macrocli backends --json
# Shows: native_api, file_transform, semantic_ui, gui_macro, recovery
# and whether each is available in the current environment.
Macro Parameters
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 \
--jsonOutput Format (--json)
All 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.
Execution Backends
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 |
Writing Macros
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: trueAgent Usage Rules
1. **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.
Example Workflow
# 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 --jsonVersion
1.0.0
Read more
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).
MacroCLI CLI
What It Is
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).
Installation
cd macrocli/agent-harness pip install -e .
**Requirements:** Python 3.10+, PyYAML, click, prompt-toolkit.
Quick Start (for agents)
# 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 --jsonCommand Reference
Global Flags
| 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 |
`macro` group
| 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 |
`session` group
| 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 |
`backends`
cli-anything-macrocli backends --json # Shows: native_api, file_transform, semantic_ui, gui_macro, recovery # and whether each is available in the current environment.
Macro Parameters
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 \
--jsonOutput Format (--json)
All 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.
Execution Backends
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 |
Writing Macros
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: trueAgent Usage Rules
1. **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.
Example Workflow
# 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 --jsonVersion
1.0.0
"CLI-Anything: Making ALL Software Agent-Native" -- CLI-Hub: https://clianything.cc/
Repo: HKUDS/CLI-Anything
Other skills on cli-anything.
- /cli-anything-firefly-iii
Firefly III CLI - Personal finance management via CLI-Anything
Open skill - /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.
Open skill - /cli-anything-adguardhome
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.
Open skill - /cli-anything-anygen
Command-line interface for Anygen - A stateful command-line interface for AnyGen OpenAPI — generate professional slides, documents, webs...
Open skill - /cli-anything-audacity
Command-line interface for Audacity - A stateful command-line interface for audio editing, following the same patterns as the GIMP and Ble...
Open skill - /cli-anything-blender
Command-line interface for Blender - A stateful command-line interface for 3D scene editing, following the same patterns as the GIMP CLI ...
Open skill

