A conversational utility that generates schema-compliant playbook YAML files for intelligent outbound call platforms through natural language.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install playbook-generator
2. Manual Installation
Copy the skill folder to one of these locations
~/.openclaw/skills/ <project>/skills/ Priority: Workspace > Local > Bundled
3. Prompt Installation
Copy this prompt to OpenClaw to install it automatically.
Help me install playbook-generator using Clawhub. If Clawhub is not installed, install it first (npm i -g clawhub).
Prefer to download?
Get the raw skill files in a ZIP archive.
What is Playbook Generator?
The Playbook Generator is a specialized utility designed to simplify the creation of outbound call playbooks for intelligent telephony systems. By guiding developers and conversational designers through a step-by-step dialogue, this tool translates business scenarios into precise, schema-compliant YAML configurations. It bridges the gap between high-level business requirements and structured agent execution details, making it an essential resource within the Openclaw Skills ecosystem.
Using this skill from the Openclaw Skills registry, teams can define Standard Operating Procedures (SOPs), construct phase-specific intent libraries, and establish compliance configurations for verticals such as debt collection, credit, insurance, and telemarketing. This process reduces syntax errors and ensures call agents follow localized compliance rules.
Playbook Generator Use Cases
- Designing structured call playbooks for financial services such as debt collection and credit evaluations.
- Generating standard operating procedures (SOPs) for insurance policy renewals or promotional campaigns.
- Creating localized conversational structures for telemarketing agent simulation.
- Standardizing conversational logic and validation across multiple outbound call agents using templates from Openclaw Skills.
How Playbook Generator Works
- Scenario Collection: The generator collects high-level business details, including business line, target audience, and primary objectives.
- SOP Phase Design: The utility guides the user to map out 3 to 5 distinct conversational phases with corresponding success and failure actions.
- Intent Library Synthesis: It defines specific and global intents, linking triggers to agent response scripts.
- Constraint Configuration: Users specify limits on duration, total turns, tone directives, and forbidden compliance words.
- Validation and Output: The schema is verified and exported as a standardized YAML file ready for import into the telephony platform.
Playbook Generator Setup
To initialize and run this utility, ensure you have the Openclaw environment configured. Execute the skill via your terminal or agent interface:
# Run the playbook generator skill
openclaw run playbook-generator
Ensure that you have access to the target output directory:
mkdir -p playbook-simulator/playbooks/imported
Playbook Generator Data Schema & Taxonomy
The generated configuration uses a schema version 1.0 file structured under the playbook layer. The key data components include:
| Field | Type | Description |
|---|---|---|
schema_version |
String | Must be set to "1.0" |
layer |
String | Identifies configuration layer, e.g., "playbook" |
playbook_id |
String | Kebab-case identifier for unique system referencing |
sop |
Array | Ordered array of phases detailing phase_ref and success/failure conditions |
intent_library |
Array | Objects mapping triggers to scripts for localized customer replies |
Files are written to the default directory path: playbooks/imported/{playbook_id}.yaml.
Playbook Generator Advanced Features
- Validation Checklists: Automated pre-saving audit ensures compliance with the system schema and references unique intent IDs.
- Multi-scenario Adapters: Built-in pathways for debt collection, credit lending, insurance renewals, and general outbound telesales.
- Compliance Safeguards: Structured directives for forbidden words and tone parameters to maintain legal boundaries during calls.
- Integration and Simulation: Generated files integrate directly with Openclaw Skills execution runtimes and playbook simulator environments for validation.
SKILL.md
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