Fiction Crafter

The Challenge of Memory and Continuity in Serial Fiction

When crafting a long-form novel spanning tens or hundreds of thousands of words, authors face a core pain point: how to maintain consistency in timeline, characters, settings, and plot? Common issues include:

• Forgetting to pay off foreshadowing planted dozens of chapters earlier.
• A character gravely injured in one chapter inexplicably recovering in the next, or a retired villain reappearing without explanation.
• Contradictory location details (e.g., "the teahouse in the East District" later described as being in the "West District").
• Unintentional breaking of the power system or "golden finger" rules, shattering story logic.
• Poor pacing of "satisfying moments" (爽点), with too many consecutive bland chapters or illogically incompetent antagonists.

These problems easily occur when writing manually or using basic AI for continuation, breaking reader immersion. Fiction Crafter aims to systematically solve these issues through a structured engineering workflow and a file-based memory system.

Core Capabilities: Structured Workflow and Memory System

The skill's operation is not simply "text generation," but an eight-step creative pipeline that deconstructs novel writing into manageable, auditable stages.

Key Workflow Steps:

1. Prompt Refinement: The user provides a simple direction like "urban xianxia," and the skill automatically expands it into a complete creative blueprint containing protagonist setting, golden finger rules, power system, and core conflicts, saved as output/prompt.md.
2. Volume-Level Chapter Planning: Before writing each volume, a detailed chapter breakdown table is generated, specifying each chapter's "core task," "type of satisfying moment," and "emotional curve" to prevent plot deviation.
3. Memory-Driven Chapter Generation: This is crucial for solving continuity issues. Before generating any new chapter, the system must read the memory files in the .learnings/ directory:
   • CHARACTERS.md: Records character states, abilities, and relationship changes.
   • LOCATIONS.md: Records location attributes and their appearance chapters.
   • PLOT_POINTS.md: Records key plot events and foreshadowing.
   • ERRORS.md: Records past generation failures to avoid repetition.
     After generation, new information is immediately written to these files, forming a dynamic, up-to-date story database.
4. 9-Dimension Chapter Review: After each chapter is generated, a nine-dimension review is performed—from "core task completion" to "volume goal progress"—to quantitatively detect plot holes, trope repetition, and foreshadowing management issues. Results are logged in review_log.md.
5. Formatting and Resume Capability: Scripts like format_chapter.py standardize the format, and progress states are saved, allowing for precise resumption from the point of interruption.

This workflow institutionalizes creative heuristics (like the "face-slapping formula" and satisfying moment distribution) and quality control rules (like the plot-hole checklist), ensuring output is not only consistent but also adheres to the pacing requirements of "shuangwen" fiction.

Scope of Application and Important Considerations

This is a domain-specific assistive tool, not an all-purpose writing engine. Its boundaries must be clear:

• Strong Type Dependency: The workflow and review dimensions are highly tailored to "web novel shuangwen" (emphasizing underdog triumphs, face-slapping, fast pacing). It may not be suitable for literary works prioritizing prose style, atmosphere, or complex metaphors.
• Prompt Quality is Paramount: The quality of the initially generated prompt (output/prompt.md) is critical, as it defines the tone and rules of the entire story. Users must invest time in reviewing and adjusting it.
• Human Supervision of Memory: The memory system (.learnings/ files) is auto-maintained, but users must regularly verify its accuracy. The tool can only record what it "knows," not resolve deep-seated creative contradictions.
• No Replacement for Core Creativity: The skill handles execution, logging, and review, but the core creative ideation—"what to write" and "why"—must still be led by a human.

In summary, Fiction Crafter is a "writing coprocessor" customized for long-form, genre-based fiction. Through rigorous process and persistent memory, it helps authors combat the forgetting and chaos inherent in serial writing, maintaining a story's credibility and appeal.