Planner Theme Lock for Openclaw

Planner Theme Lock is a rigorous gateway skill for Openclaw Skills designed to extract, deeply validate, and structurally secure a narrative theme statement before any creative drafting begins.

huangliujiao-tal
v1.0.0
Jun 4, 2026
0
533
0

Install & Download

1. ClawHub CLI

The fastest way to install a skill directly from the registry.

npx clawhub@latest install planner-theme-lock

2. Manual Installation

Copy the skill folder to one of these locations

Global
~/.openclaw/skills/
Workspace
<project>/skills/

Priority: Workspace > Local > Bundled

3. Prompt Installation

Copy this prompt to OpenClaw to install it automatically.

Help me install planner-theme-lock 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 Theme Lock?

Planner Theme Lock serves as an indispensable pre-requisite gatekeeper in creative AI workflows, specifically operating post Boundary Lock and prior to a Pitch Draft. Its fundamental mission is to anchor a project by decisively answering what a story truly believes in. Rather than settling for superficial loglines, marketing soundbites, or generic motifs like friendship or courage, this skill extracts a precise ideological anchor point—a core value proposition that represents the deeper worldview the story communicates to its audience.

By incorporating this extension into your Openclaw Skills ecosystem, developers and narrative architects prevent downstream creative drift. The tool ensures that every subsequent plot development, character arc, and world-building rule remains structurally tethered to an unshakeable underlying theme, mirroring the rigorous development standards utilized by world-class studios like Pixar.

Planner Theme Lock Use Cases

  • Enforcing creative guardrails on AI agents to prevent thematic drift in multi-episode or long-form storytelling.
  • Automatically extracting emotional and ideological cores from loose, fragmented user writing prompts.
  • Validating whether a proposed narrative concept possesses sufficient depth, sustainability, and uniqueness to support an extended series or campaign.
  • Establishing clear thematic benchmarks to guide downstream automated decision-making and character development.

How Planner Theme Lock Works

  1. Extract Theme Seeds: The skill reads raw user input along with constraints from the preceding Boundary Lock step to distill an underlying emotional core and belief statement.
  2. Deep Validation: It runs the extracted theme statement through four stringent verification checks: Cliché Elimination, Irreplaceability Verification, Sustainability Testing (ensuring 50+ episode depth), and Emotional Promise Commitments.
  3. Lock and Document: Upon passing all checks, it automatically writes the finalized theme and its decision rules into a project constraint card and creates a local theme-lock.md file.
  4. Downstream Synchronization: The locked theme is propagated to downstream nodes including Pitch Draft, Character Arc formulation, and World Design to act as the single source of truth.

Planner Theme Lock Setup

To integrate this skill into your local agent ecosystem, clone or download the skill module into your configured Openclaw Skills directory and verify the package parameters.

# Navigate to your local Openclaw environment
cd openclaw-agent/skills

# Initialize or register the planner-theme-lock skill
openclaw skills register ./planner-theme-lock

# Verify the status of the newly installed skill
openclaw skills list --enabled

Planner Theme Lock Data Schema & Taxonomy

The skill establishes a rigid file structure and explicit verification metadata taxonomy inside the project's working directory.

Generated Artifact Structure

Upon a successful lock execution, the skill creates a standardized markdown file named theme-lock.md at the project root:

File Name Content Description Key Fields Included
theme-lock.md Core structural anchor point and validation log. Theme Statement, Arguments for Uniqueness, 3-5 Downstream Decision Rules, Validation Checkmarks.

Validation Taxonomies

Each validation run logs precise boolean statuses across four metrics:

  • cliche_elimination_passed: Boolean flag ensuring the core belief avoids generic tropes.
  • irreplaceability_verified: Validates that the core belief belongs uniquely to this specific story configuration.
  • sustainability_confirmed: Assures the theme provides enough depth to support complex, multi-layered exploration.
  • emotional_promise_bound: Defines the emotional contract and resolution guaranteed to the end reader.

Planner Theme Lock Advanced Features

  • Automated Gating Mechanics: Strictly bars the execution of any downstream pitch writing or creative expansion until the validation engine passes all four criteria with zero exceptions.
  • Cliché Anti-Pattern Matching: Compares proposed themes against broad conceptual frameworks (e.g., passing a "Tom and Jerry test") to automatically reject superficial entries.
  • Graceful Error Fallbacks & Human-in-the-Loop Hooks: Generates 2-3 alternative conceptual directions when a validation fails, and automatically invokes a help_requested hook for human arbitration if a collaborative consensus cannot be reached after multiple iterations.

SKILL.md


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