automation-builder

ddunnock's avatarfrom ddunnock

Analyze codebases and generate Claude Code automation infrastructure including commands, scripts, and templates for systematic task execution. Use when the user wants to create reusable automation workflows, generate .claude/commands files, create supporting bash/python scripts, build markdown templates for structured outputs, or establish multi-step task execution frameworks that work across projects.

⭐1stars🔀0forks📁View on GitHub🕐Updated Jan 3, 2026

When & Why to Use This Skill

The Automation Builder skill enables developers to architect and generate comprehensive automation infrastructure specifically for Claude Code. By analyzing existing codebases, it automatically creates reusable commands, execution scripts (Bash/Python), and structured Markdown templates, facilitating systematic task execution and seamless multi-step workflow orchestration across diverse projects.

Use Cases

  • Standardizing Development Workflows: Automatically generate .claude/commands and supporting scripts to standardize repetitive tasks like environment setup, linting, and testing across a team.
  • Creating Interactive Runbooks: Design complex, multi-step command sequences with built-in decision points and handoffs to guide users through intricate deployment or migration procedures.
  • Generating Structured Project Artifacts: Build custom Markdown templates to ensure that automated outputs, such as security audits, code reviews, or status reports, maintain a consistent and professional format.
  • Orchestrating Multi-Agent Tasks: Establish sophisticated handoff configurations between different Claude commands to create a seamless pipeline for complex engineering tasks that require state persistence.
nameautomation-builder
descriptionAnalyze codebases and generate Claude Code automation infrastructure including commands, scripts, and templates for systematic task execution. Use when the user wants to create reusable automation workflows, generate .claude/commands files, create supporting bash/python scripts, build markdown templates for structured outputs, or establish multi-step task execution frameworks that work across projects.

Automation Builder

Generate Claude Code automation infrastructure: commands (.claude/commands/*.md), scripts (.claude/scripts/bash/*.sh), and templates (.claude/templates/*.md).

Workflow

Discovery → Design → Generate → Validate → Integrate
  1. Discovery: Analyze codebase, gather requirements through questions
  2. Design: Plan components needed (commands, scripts, templates)
  3. Generate: Create the automation files
  4. Validate: Test generated artifacts
  5. Integrate: Set up handoffs between commands

Discovery Phase

Codebase Analysis

First, understand the project structure:

# Identify project type and existing automation
find . -name "package.json" -o -name "pyproject.toml" -o -name "Cargo.toml" 2>/dev/null | head -5
ls -la .claude/ 2>/dev/null || echo "No .claude directory"
find . -name "*.sh" -path "*/scripts/*" 2>/dev/null | head -10

Look for:

  • Project type (monorepo, library, application)
  • Existing .claude/ structure
  • Current automation patterns (Makefiles, scripts, CI configs)
  • Technology stack and frameworks

Requirements Questions

Ask these targeted questions based on what the user needs:

Task Scope:

  • What workflow or task needs automation?
  • Is this repeatable or one-time?
  • What are the inputs and outputs?

Execution Model:

  • Interactive (requires decisions) or fully automated?
  • What validation is needed?
  • How should errors be handled?

Integration:

  • Should this connect to other commands via handoffs?
  • Are there existing patterns to follow?
  • Any compliance or standards requirements?

Design Phase

Component Selection

Need Component Location
Interactive workflow with decisions Command .claude/commands/task.md
Deterministic automation Script .claude/scripts/bash/task.sh
Structured output format Template .claude/templates/output.md

Architecture Patterns

Command-First (interactive): Command calls scripts, uses templates Script-First (automation): Script generates output from templates
Hybrid (orchestrated): Command coordinates multiple scripts with checkpoints

Generate Phase

Command Structure

Commands in .claude/commands/*.md:

---
description: One-line description for command discovery
handoffs:
  - label: Next Step
    agent: target-command
    prompt: Context for handoff
---

## User Input

```text
$ARGUMENTS

[Parse user arguments here]

Purpose

[What this command does and when to use it]

Workflow

  1. Step Name: Description
    • Decision points with outcomes

Completion Criteria

  • Success condition

See `references/command-patterns.md` for detailed examples.

### Script Structure

Scripts in `.claude/scripts/bash/*.sh`:

```bash
#!/usr/bin/env bash
# Description of what script does
#
# Usage: ./script.sh [OPTIONS] [ARGS]
#
# OPTIONS:
#   --json    Output JSON for command parsing
#   --help    Show help

set -e

# Parse arguments
JSON_MODE=false
for arg in "$@"; do
    case "$arg" in
        --json) JSON_MODE=true ;;
        --help|-h) sed -n '2,/^[^#]/p' "$0" | sed 's/^# \?//'; exit 0 ;;
    esac
done

# Main logic here

# Output results
if $JSON_MODE; then
    echo '{"status":"success","data":{}}'
else
    echo "Results..."
fi

See references/script-patterns.md for detailed examples.

Template Structure

Templates in .claude/templates/*.md:

# Template Title

<!--
Purpose: What this template is for
Updated by: Which command/script populates this
-->

**Last Updated**: [TIMESTAMP]
**Status**: [STATUS]

---

## Section

| Field | Value |
|-------|-------|
| Item  | [PLACEHOLDER] |

<!-- Guidance for complex sections -->

See references/template-patterns.md for detailed examples.

Validate Phase

After generating, validate:

  1. Command YAML: Check frontmatter syntax
  2. Script syntax: Run bash -n script.sh or shellcheck script.sh
  3. Cross-references: Verify handoff targets exist
  4. Template placeholders: Ensure consistency

Integrate Phase

Handoff Configuration

Connect commands in YAML frontmatter:

handoffs:
  - label: "Continue"
    agent: next-command
    prompt: "Context message"
    send: true  # Auto-execute

Script References

Reference scripts from commands:

Run `.claude/scripts/bash/check.sh --json` from project root.

Parse response:
```json
{"status":"success|error","data":{}}

### Memory/State Files

For persistent state across command runs:

.claude/memory/ ├── status.md # Progress tracking └── decisions.md # Decision log


## Directory Layout

.claude/ ├── commands/ │ ├── task.md │ └── task-subtask.md ├── scripts/ │ ├── bash/ │ │ ├── common.sh │ │ ├── setup-.sh │ │ └── check-.sh │ └── python/ │ └── helpers.py ├── templates/ │ └── *-template.md └── memory/ └── *.md


## Resources

### References

- `references/command-patterns.md` - Command authoring patterns
- `references/script-patterns.md` - Bash/Python script patterns
- `references/template-patterns.md` - Template design patterns

### Scripts

- `scripts/init-automation.sh` - Initialize .claude/ structure
- `scripts/validate-automation.sh` - Validate generated artifacts

### Assets

- `assets/command-template.md` - Starter command template
- `assets/script-template.sh` - Starter script template
- `assets/output-template.md` - Starter output template