A data-driven strategic agent that transforms market insights into actionable content blueprints and high-conversion hooks for digital fiction.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install topic-planner-agent
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 topic-planner-agent 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 Topic Planner Agent?
The Topic Planner Agent serves as the strategic bridge between raw market research and creative execution. It is designed to evaluate market opportunities using a multi-dimensional scoring model, ensuring that every project is backed by data rather than intuition. By utilizing these Openclaw Skills, users can identify high-heat, low-competition niches and generate structured planning documents that guide the entire creative process.
This skill specializes in the nuances of digital publishing, from designing the golden three chapters to calculating the potential return on investment for specific genres. It empowers developers and content creators to build a more efficient production pipeline within the ecosystem of Openclaw Skills, focusing on scalability and market success.
Topic Planner Agent Use Cases
- Evaluating the market potential and competition levels for new web novel ideas.
- Designing high-conversion opening hooks and emotional triggers to improve reader retention.
- Creating comprehensive creative blueprints including character settings and plot outlines.
- Adapting content strategies for diverse platforms like Amazon KDP or regional fiction sites.
- Automating competitive analysis to find unique differentiation points in crowded markets.
How Topic Planner Agent Works
- Input market insight data provided by upstream research tools or manual entry.
- Filter and identify market opportunities based on search volume, competition density, and monetization potential.
- Generate a shortlist of candidate topics tailored to specific platform requirements.
- Apply a weighted scoring matrix to rank candidates by ROI, creative cost, and differentiation potential.
- Select the top-performing topic and generate a full planning document with character and plot structures.
- Synchronize the final blueprint with writing agents or human editors for execution.
Topic Planner Agent Setup
To deploy this skill, ensure your environment is configured for Openclaw Skills integration. Install the agent package via the command line:
openclaw install topic-planner-agent
After installation, define your target platform profiles in the agent configuration to ensure the planning outputs align with specific platform constraints like word counts and stylistic preferences.
Topic Planner Agent Data Schema & Taxonomy
The agent generates a structured Topic Planning Document (TPD) with the following organizational hierarchy:
| Data Component | Details |
|---|---|
| Basic Metadata | Project name (Multi-language), category tags, and target platform targets. |
| Market Metrics | Heat scores (1-10), competition index, and confidence ratings. |
| Strategic Hooks | Trope classifications, emotional hooks, and unique selling point (USP) design. |
| Narrative Blueprint | Pacing outlines for opening, middle, climax, and resolution phases. |
| Operational Constraints | Word count goals, update frequency, and content boundary rules. |
Topic Planner Agent Advanced Features
- Dynamic scoring model calibration that learns from historical performance data.
- Template-based selling point generation for rapid deployment of proven tropes.
- Multi-platform adaptation logic for synchronized global content distribution.
- Seamless handoff protocols for downstream Openclaw Skills in the writing and editing pipeline.
SKILL.md
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