story-pipeline

What This Skill Does

The story-pipeline skill is a robust, automated framework designed for sophisticated narrative development within the OpenClaw ecosystem. It functions as a stateful agentic engine that treats story creation as an ongoing process rather than a singular task. By utilizing a Graph Management architecture, the skill maps complex interdependencies between characters, settings, and narrative hooks, ensuring that long-form storytelling remains coherent over dozens of episodes. The core strength of the skill lies in its Dual Confirmation Control mechanism: every generated segment undergoes a rigorous internal AI quality assessment (evaluating pacing, character consistency, and plot logic) before surfacing the draft for human review. This ensures high-quality output while keeping the user firmly in control of the creative direction.

Installation

To integrate this skill into your environment, execute the following command in your OpenClaw terminal:

clawhub install openclaw/skills/skills/hexidyg/story-pipeline

Ensure that you have the necessary write permissions in your local directory, as the skill maintains a data/pipeline_state.json file to manage active, paused, and archived story sessions.

Use Cases

This skill is ideal for novelists, screenwriters, and creative hobbyists who require consistent narrative generation over extended periods. It is perfect for developing serialized web fiction, managing complex RPG world-building scenarios, or maintaining a long-running creative writing journal. Because it stores context in a graph, it is particularly useful for stories that require 'recall' of previous events, such as plot twists that depend on information introduced many chapters ago.

Example Prompts

1. "Start a new story pipeline, theme: cyberpunk detective noir set in Neo-Tokyo, target episodes: 20."
2. "Continue story pipeline ID_8829, focusing on the character development of the protagonist in the next episode."
3. "Modify: The previous scene was too abrupt; please slow down the pacing and add more descriptive dialogue regarding the suspect's background."

Tips & Limitations

To maximize effectiveness, provide specific character traits and thematic pillars when starting a new pipeline. Note that while the AI manages internal consistency, complex plot structures benefit from clear user feedback during the human confirmation stage. The system currently supports a maximum of 3 retries per episode if the AI quality check score falls below 7/10. Always ensure your persistent storage directory is not cleared, as the pipeline_state.json is critical for resuming your sessions.