A structural validation skill that enforces deep organic synchronization between world design, character arcs, and central thematic elements before proceeding to the pilot script generation stage.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install planner-world-character-sync
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 planner-world-character-sync 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 Planner World-Character Sync?
Planner World-Character Sync is an advanced validation mechanism designed for creative narrative engineering. It addresses the fundamental issue of decoupled story development by ensuring that your world building and character arcs are truly symbiotic. Instead of allowing characters to feel artificially pasted onto a generic backdrop, this skill mandates an organic framework where the world's systemic rules inherently drive character dilemmas and traumatic wounds.
Acting as a strict quality control gate within an Openclaw Skills ecosystem, it reads from dedicated project workspaces to comprehensively test story elements against multi-dimensional validation metrics. It guarantees that any created universe serves as a true engine for the overarching narrative rather than a purely decorative backdrop.
Planner World-Character Sync Use Cases
- Enforcing mandatory validation checkpoints in creative writing and scriptwriting AI workflows.
- Verifying that character motivations, wounds, and needs are direct outcomes of environmental rules.
- Performing automated structural checks on creative manuscripts to avoid thematic preaching or narrative gaps.
- Stress-testing fictional world mechanics to confirm they create ongoing conflict and multi-faceted dilemmas.
How Planner World-Character Sync Works
- Workspace Ingestion: Automatically reads world documentation, character bios, and theme configuration records from the project workspace directories.
- Character Transformation Analysis: Assesses each core character against four distinct structural axes: Wound, Want, Need, and Identity to verify environmental alignment.
- Rule Conflict Evaluation: Evaluates systemic world rules to guarantee they directly trigger actionable narrative dilemmas and profound choice points for characters.
- Thematic Resonance Mapping: Cross-references character predicaments with the master theme statement to ensure an active exploration of both supporting and opposing perspectives.
- Gatekeeper Determination: Outputs a clear status evaluation: PASS (advances to Pilot Forge), CONDITIONAL (requires targeted remediation), or FAIL (triggers structural redevelopment loop).
- Report Generation: Permanently serializes the complete analytical matrix directly into the designated workspace repository as an audit trail.
Planner World-Character Sync Setup
To leverage this skill within your execution platform, verify that your local workspace includes the required directory paths for world design and character arcs, then execute the standard skill activation pattern:
# Initialize the openclaw project workspace structure
mkdir -p CLAW_WORKSPACE/02-角色 CLAW_WORKSPACE/03-世界
# Execute the sync process via your agent runner
openclaw run planner-world-character-sync
Planner World-Character Sync Data Schema & Taxonomy
The skill manages structure and outputs data using the following file taxonomy within your workspace:
| File Path | Description | Format |
|---|---|---|
CLAW_WORKSPACE/02-角色/ |
Input directory containing all relevant character background documents. | Markdown |
CLAW_WORKSPACE/03-世界/ |
Input directory containing world rules and systemic configurations. | Markdown |
theme-lock.md |
Core input file defining the mandatory theme statements and parameters. | Markdown |
CLAW_WORKSPACE/03-世界/world-character-sync.md |
The final produced audit report specifying structural alignment details and gatekeeper status. | Markdown |
Planner World-Character Sync Advanced Features
- Parallel Pipeline Integration: Synchronizes downstream components like Pilot Forge and Pitch Stress Test to automatically block or unblock execution based on verification states.
- Automated Anti-Didactic Checking: Validates that the story actively introduces thematic counter-arguments, preventing flat or preachy prose structures.
- Immutable Structural Rollbacks: Rejects surface-level patches on a failed status, forcing a comprehensive reassessment of systemic plot vulnerabilities.
- Multi-Dimensional Matrix Generation: Produces complete tabular data mapping localized world rules directly to character choices for high-resolution narrative debugging.
SKILL.md
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