CLI-ifying Claude Code Capabilities

Converts Claude Code slash commands, skills, or agents into dual-use CLI tools that work for both humans and AI agents. Can also create CLIs from scratch using natural language prompts.

Invocation Modes

Mode 1: Convert Existing Capability

bash

/cli-ify --<platforms> command:<path-to-command>
/cli-ify --<platforms> skill:<skill-name>
/cli-ify --<platforms> agent:<agent-name>

Mode 2: Create from Prompt (NEW)

bash

/cli-ify --prompt "Description of what the CLI should do"

Platforms:

•--linux or --bash → Bash script (works on Linux/Mac)
•--windows or --powershell → PowerShell script
•--all → Both platforms (default for prompt mode)

Quick Reference

bash

# Convert existing capabilities
/cli-ify --linux,windows command:fhb:update-readme
/cli-ify --linux skill:validating-pre-commit
/cli-ify --all skill:verifying-implementation

# Create from natural language
/cli-ify --prompt "Sync all git repos in a directory"
/cli-ify --prompt "Find and delete node_modules folders recursively"
/cli-ify --prompt "Convert images to WebP format in batch"

Mode 2: Create CLI from Prompt

When user provides --prompt, enter Socratic discovery mode to ensure the CLI is well-scoped and follows Unix philosophy.

Step P1: Understand the Intent

Read the prompt and identify:

•Core action: What is the user trying to accomplish?
•Input sources: Files, directories, APIs, stdin?
•Output targets: Stdout, files, exit codes?
•Scope concerns: Is this too broad for a single CLI?

Step P2: Socratic Discovery Questions

Before creating the CLI, ask focused questions to ensure:

•The scope is atomic and CLI-appropriate
•The inputs and outputs are well-defined
•The user understands the trade-offs

Question Framework

Ask 2-4 questions from these categories:

Scope Clarification (always ask at least one):

code

"Should this CLI [do X] or [do Y], or both? For Unix-style tools, each CLI should do one thing well."

"You mentioned [broad task]. Should we focus on just [specific subtask], or do you need the full scope?"

"This could be broken into: (a) [subtask1], (b) [subtask2]. Which is the priority, or should I create both?"

Input/Output Clarification:

code

"What's the primary input: (a) directory path, (b) file list, (c) stdin, or (d) something else?"

"Should output be: (a) JSON for piping to other tools, (b) human-readable text, or (c) both (detect TTY)?"

"Should this modify files in place, or output to stdout/new files?"

Behavior Clarification:

code

"For errors, should the CLI: (a) stop immediately, (b) continue and report at end, or (c) user's choice via flag?"

"Should this require confirmation for destructive operations, or is --force / --dry-run enough?"

"What should happen if [edge case]?"

Environment Clarification:

code

"Does this need any credentials or API keys? If so, from environment variables?"

"Should this work on both Linux/Mac and Windows, or just one platform?"

Atomic Task Validation

A good CLI task should pass the "one sentence" test:

Can you describe what this CLI does in one clear sentence without using "and" or "then"?

If not, suggest breaking it down:

markdown

Your description includes multiple operations. Let's break this into atomic CLIs:

1. **find-git-repos**: Recursively find all git repositories in a directory
2. **git-sync**: Pull latest changes for a given git repository
3. **batch-git-sync**: Compose the above to sync multiple repos

Which should we create first? Or would you prefer a single composed script?

Step P3: Confirm Scope

After questions, summarize the CLI spec for confirmation:

markdown

## Proposed CLI: `<name>`

**One-liner**: <clear description in one sentence>

**Inputs**:
- Arg 1: <description>
- Option --<flag>: <description>

**Processing**:
1. <step 1>
2. <step 2>

**Outputs**:
- stdout: <what it outputs>
- Exit 0: success
- Exit 1: <error condition>

**Does NOT do** (scope boundaries):
- <thing that's out of scope>
- <thing that would require separate CLI>

Shall I proceed with this specification?

Step P4: Generate the CLI

Once confirmed, generate the CLI using the same process as Mode 1 (Steps 5-7 below).

Prompt Mode Example

User: /cli-ify --prompt "Create a CLI that syncs all the git repos in a directory"

Assistant Questions:

•
Scope: "Should this CLI only do git pull, or also handle git fetch, stash/unstash, and branch switching?"
•
Input: "Should the directory argument be required, or default to current directory?"
•
Behavior: "For repos with uncommitted changes, should it: (a) skip with warning, (b) stash before pulling, or (c) fail?"
•
Output: "Should output be: (a) progress per repo (human-friendly), (b) JSON summary (script-friendly), or (c) both?"

User Response: "Just git pull. Current directory default. Skip repos with uncommitted changes. Human-friendly output with option for JSON."

Confirmed Spec:

markdown

## Proposed CLI: `git-sync-repos`

**One-liner**: Pull latest changes for all git repositories in a directory tree

**Inputs**:
- Arg 1 (optional): Target directory (default: current directory)
- --json: Output JSON summary instead of progress text
- --include-dirty: Attempt to pull repos with uncommitted changes (default: skip)

**Processing**:
1. Find all directories containing .git folder
2. For each, check for uncommitted changes
3. If clean (or --include-dirty), run git pull
4. Collect results

**Outputs**:
- stdout: Progress messages or JSON summary
- Exit 0: All repos synced successfully
- Exit 1: One or more repos failed

**Does NOT do**:
- Branch switching
- Stashing uncommitted changes
- Handling merge conflicts

Shall I proceed with this specification?

Mode 1: Convert Existing Capability

Step 1: Parse the Request

Extract from user input:

•Platforms: Which platform(s) to generate
•Source type: command:, skill:, or agent:
•Source path: The fully-qualified name

bash

# Parse examples
/cli-ify --linux,windows command:fhb:update-readme
# → Platforms: [linux, windows]
# → Source type: command
# → Source path: fhb:update-readme → ~/.claude/commands/fhb/update-readme.md

/cli-ify --all skill:validating-pre-commit
# → Platforms: [linux, windows]
# → Source type: skill
# → Source path: validating-pre-commit → ~/.claude/skills/validating-pre-commit/SKILL.md

Step 2: Load the Source

Read the source file based on type:

For Commands (~/.claude/commands/<path>.md):

•Parse YAML frontmatter for allowed-tools and description
•Extract the markdown instructions
•Note file references (@file) and shell commands (!`command`)

For Skills (~/.claude/skills/<name>/SKILL.md):

•Parse YAML frontmatter for name and description
•Extract methodology and step-by-step instructions
•Note referenced files (./reference.md)

For Agents (check Task tool subagent_type or CLAUDE.md):

•Extract the agent's purpose and tools
•Identify key workflows

Step 3: Assess CLI Suitability

CRITICAL: Not everything should become a CLI. Assess suitability first.

See ./references/suitability-assessment.md for full criteria.

Quick Assessment Rules

Good CLI Candidates (proceed with conversion):

•Read files → transform → write output
•Call APIs → process response → output result
•Git operations → status checks → formatted reports
•File scanning → pattern matching → JSON output
•Configuration validation → success/error reporting

Poor CLI Candidates (push back):

•Requires multi-turn conversation with user
•Needs deep codebase reasoning/understanding
•Makes architectural decisions requiring context
•Involves subjective judgment (code review, refactoring)
•Requires Claude's knowledge (explanation, mentoring)

Assessment Template

When assessing, answer these questions:

markdown

## CLI Suitability Assessment

**Source**: [command/skill/agent name]

**Core Operations**:
1. [What does it read/input?]
2. [What processing does it do?]
3. [What does it output?]

**Deterministic?**: Yes/No - Can output be predicted from inputs?
**Stateless?**: Yes/No - Does each run start fresh?
**CLI-able I/O?**: Yes/No - Can inputs come from args/stdin, outputs to stdout/files?
**Human-debuggable?**: Yes/No - Can a human understand and verify output?

**Verdict**: ✅ Good CLI candidate / ⚠️ Partial candidate / ❌ Not suitable

**If Not Suitable, Explain Why**:
[Clear explanation of why this should remain a Claude skill]

When to Push Back

If assessment shows poor fit, respond:

markdown

## Not Recommended for CLI Conversion

**Source**: [name]

**Reason**: This capability relies on [specific Claude feature] which cannot be replicated in a standalone CLI:
- [Reason 1]
- [Reason 2]

**Recommendation**: Keep this as a [command/skill/agent] and invoke via Claude Code.

**Alternative**: If you need automation, consider:
- Using `claude --dangerously-skip-permissions` in scripts
- Creating a wrapper script that calls Claude with this skill
- Extracting only the [specific subset] that IS CLI-suitable

Step 4: Extract CLI Operations

For suitable candidates, extract discrete operations:

markdown

## Extracted Operations

1. **Operation**: [name]
   - Input: [what it reads]
   - Process: [what it does]
   - Output: [what it produces]
   - Exit codes: 0=success, 1=failure, 2=...

2. **Operation**: [name]
   ...

Map to CLI structure:

code

script-name <subcommand> [options] [arguments]

Subcommands:
  list        - List resources
  get <id>    - Get specific resource
  create      - Create new resource
  update <id> - Update existing resource
  delete <id> - Delete resource
  run         - Execute the main operation

Common Steps (Both Modes)

Step 5: Generate CLI Scripts

For Bash (Linux/Mac)

See ./templates/bash-template.sh for full template.

Core structure:

bash

#!/usr/bin/env bash
set -euo pipefail

# Configuration from environment
: "${CONFIG_VAR:=default_value}"

# Help text
show_help() {
    cat << 'EOF'
Usage: script-name <command> [options]

Commands:
    run         Execute main operation
    list        List resources
    help        Show this help

Options:
    -o, --output FORMAT   Output format (json|text)
    -v, --verbose         Verbose output
    -h, --help            Show help

Environment:
    CONFIG_VAR            Description of variable

Examples:
    script-name run --output json
    script-name list | jq '.[] | .name'
EOF
}

# Main logic
main() {
    local cmd="${1:-help}"
    shift || true

    case "$cmd" in
        run)    do_run "$@" ;;
        list)   do_list "$@" ;;
        help)   show_help ;;
        *)      echo "Unknown command: $cmd" >&2; exit 1 ;;
    esac
}

main "$@"

For PowerShell (Windows)

See ./templates/powershell-template.ps1 for full template.

Core structure:

powershell

#Requires -Version 5.1
[CmdletBinding()]
param(
    [Parameter(Position=0)]
    [ValidateSet('run', 'list', 'help')]
    [string]$Command = 'help',

    [Parameter()]
    [ValidateSet('json', 'text')]
    [string]$OutputFormat = 'text',

    [Parameter()]
    [switch]$Verbose
)

# Configuration from environment
$ConfigVar = $env:CONFIG_VAR ?? 'default_value'

function Show-Help {
    @"
Usage: script-name.ps1 <command> [options]

Commands:
    run         Execute main operation
    list        List resources
    help        Show this help

Options:
    -OutputFormat   Output format (json|text)
    -Verbose        Verbose output

Environment:
    CONFIG_VAR      Description of variable

Examples:
    .\script-name.ps1 run -OutputFormat json
    .\script-name.ps1 list | ConvertFrom-Json | Select-Object name
"@
}

# Main logic
switch ($Command) {
    'run'  { Invoke-Run }
    'list' { Invoke-List }
    'help' { Show-Help }
    default { Write-Error "Unknown command: $Command"; exit 1 }
}

Step 6: Output Location

For converted capabilities:

code

~/.claude/skills/<source-skill>/scripts/
    ├── <name>.sh          # Bash version
    └── <name>.ps1         # PowerShell version

# For commands, create a scripts directory:
~/.claude/commands/<path>/scripts/
    ├── <name>.sh
    └── <name>.ps1

For prompt-created CLIs:

code

~/.local/bin/<name>              # Symlink or direct
# or
~/bin/<name>                     # User bin directory
# or create a dedicated location:
~/.claude/cli-tools/
    ├── <name>.sh
    └── <name>.ps1

Make bash scripts executable:

bash

chmod +x <script-path>/*.sh

Step 7: Generate Documentation

Create a README alongside the scripts:

markdown

# CLI: <name>

<One-liner description>

## Installation

### Linux/Mac
\`\`\`bash
# Add to PATH or symlink
ln -s <script-path>/<name>.sh ~/.local/bin/<name>
\`\`\`

### Windows (PowerShell)
\`\`\`powershell
# Add to PATH or create alias
Set-Alias -Name <name> -Value "<script-path>\<name>.ps1"
\`\`\`

## Usage

\`\`\`bash
# Show help
<name> help

# Run main operation
<name> run [options]
\`\`\`

## Exit Codes

- 0: Success
- 1: General error
- 2: Invalid arguments
- 3: Missing dependencies

## Examples

### Human usage
\`\`\`bash
<name> run --output json | jq '.items | length'
\`\`\`

### Scripting
\`\`\`bash
for item in $(<name> list --format ids); do
    <name> process "$item"
done
\`\`\`

Validation

After generating CLIs, verify:

bash

# Check syntax
bash -n script.sh
pwsh -NoExecute -File script.ps1

# Check help works
./script.sh help
.\script.ps1 help

# Test basic operation
./script.sh run --help

Core Philosophy

See ./references/cli-design-principles.md for full rationale.

Why CLI-first?

•Dual-use by default: Same interface for humans and agents
•Debuggable: Run manually to test, inspect output
•Composable: Pipe, chain, and combine with Unix tools
•Portable: Works in any shell, no runtime dependencies

CLI Design Checklist:

•Standalone executable with shebang
•Help text via --help or no-args
•Subcommands for CRUD operations
•JSON output (pipe to jq for formatting)
•Credentials from environment
•Meaningful exit codes (0 = success)
•Stderr for errors, stdout for data

Unix Philosophy:

•Do one thing well
•Work with text streams
•Compose with other tools
•Fail fast and loud

Examples

Example 1: Prompt → git-sync-repos

Prompt: "Sync all git repos in a directory"

Generated CLI (after Socratic discovery):

bash

git-sync-repos [directory] [--json] [--include-dirty]
git-sync-repos ~/projects           # Sync all repos in ~/projects
git-sync-repos --json               # Output JSON summary

Example 2: Convert validating-pre-commit

Source: skill:validating-pre-commit

Generated CLI:

bash

pre-commit-validate run       # Run all validations
pre-commit-validate python    # Python only
pre-commit-validate typescript # TypeScript only
pre-commit-validate --major   # Include implementation check

Example 3: Push Back on code-reviewer

Source: agent:code-reviewer

Response: Not suitable - requires deep semantic understanding. Keep as agent.

Best Practices

•Always assess/question first - Don't blindly create
•Scope to atomic tasks - One thing, done well
•Prefer composition - Use existing CLI tools (gh, jq, git)
•JSON by default - Structured output for chaining
•Exit codes matter - Enable && chaining
•Stderr for errors - Keep stdout clean for data
•Environment for secrets - Never hardcode credentials
•Idempotent operations - Safe to re-run

Related Skills

•building-skills - Create new Claude Code skills
•managing-gitops-ci - Git and CI/CD operations
•validating-pre-commit - Example of CLI-suitable skill

Related References

•./references/cli-design-principles.md - Full Unix philosophy rationale
•./references/suitability-assessment.md - Detailed assessment criteria
•./references/conversion-examples.md - Complete worked examples
•./templates/bash-template.sh - Bash script template
•./templates/powershell-template.ps1 - PowerShell script template