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/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

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Install
$ npx -y skills add HKUDS/CLI-Anything --skill cli-anything-macrocli --agent claude-code

How 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

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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.md
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 --json

Command 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 \
    --json

Output 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.yaml

Minimal 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: true

Agent 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 --json

Version

1.0.0

Read more
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"CLI-Anything: Making ALL Software Agent-Native" -- CLI-Hub: https://clianything.cc/

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