PRODUCTION-LEVEL HARNESS

Awesome Novel Studio

A harness-driven creative pipeline
for writing long-form web novels

📜
A web novel written by this harness
Signed a publishing deal
※ Title under NDA
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INSTALL

Get Started

Step 1 — Add the marketplace
/ plugin marketplace add MJbae/awesome-novel-studio
Step 2 — Install the plugin
/ plugin install novel-studio@awesome-ai-studio
Step 3 — Restart session to activate
/ exit
Step 4 — Start creating your novel
/ propose
THE WALL

The Real Reason AI
Can't Write Long-Form Fiction

Writing a single 5,000-character episode is easy.
The challenge is scaling to 300 episodes and 1.5 million characters.
That's where AI breaks down.

👤

Characters Lose Their Depth

A tough character in episode 50 turns indecisive by episode 200. Across dozens of characters, distinct voices, mannerisms, and motivations blur into sameness over time.

SOLUTION
Character Sheet + Voice Table
Define each character's speech patterns, verbal tics, and non-verbal palette at the design stage, then auto-verify every episode against VOICE, TITLE, and ALIVE axes
🔗

Plot Coherence Breaks Down

When a plot thread planted in episode 100 pays off in episode 250, any mid-story contradictions are immediately obvious to readers.

SOLUTION
Plot Hook Guide + continuity-bridge
Decompose the entire narrative into 25-episode beat arcs, and auto-collect the timeline, foreshadowing, and character states from the previous 2 episodes before each draft
🔢

Facts & Figures Contradict

When specific numbers like prices, dates, and ages change from episode to episode, the entire world's credibility collapses in a single line.

SOLUTION
guard_rails + LOGIC Axis
Define absolute rules in a config file and cross-verify numbers and timelines against the previous 2 episodes during the polish pass
PIPELINE

An Entire Novel in 5 Commands

💡
/propose
Ideate
Generate 3 proposals from genre, platform & concept
📐
/design
Design
Bootstrap + Character Sheet + Plot Hook Guide
✍️
/create
Draft
Write episodes sequentially from design docs
💎
/polish
Polish
16-axis verification, 6 agents in parallel
♻️
/rewrite
Rewrite
Auto-calculate impact scope when designs change
AGENTS

Design big, break it down,
let 18 agents refine it

First, lay out the full narrative arc.
Then decompose it into 25-episode blocks.
From drafting to polishing, specialized agents handle every step.

Design 5
💡 concept-builder 👤 character-architect 🪝 plot-hook-engineer 📋 proposal-generator 🔍 domain-researcher
Creation 4
🏗️ episode-architect ✍️ episode-creator 🔗 continuity-bridge ✅ quality-verifier
Polish 6
📏 rule-checker 📊 story-analyst 📱 platform-optimizer 💫 alive-enhancer 🔧 revision-executor 👁️ revision-reviewer
Rewrite 4
🔬 revision-analyst 🗿 character-sculptor ♻️ episode-rewriter ✅ quality-verifier
QUALITY AXES

16-Axis Polish System

Every episode goes through 16 verification passes.
Banned expressions, character voice, foreshadowing continuity, mobile readability
— catching what even human editors miss.

1
BANNED
Prohibited phrases
2
VOICE
Character voice
3
TITLE
Form of address
4
SILENCE
Silence patterns
5
TRANS
AI tone detection
6
SCENE
Scene structure
7
LOGIC
Narrative logic
8
SUMMARY
Scene purpose
9
UNIFORM
Cross-ep consistency
10
HOOK
Hook strength
11
OPENING
Opening hook
12
MOBILE
Mobile readability
A1
ALIVE¹
Echo
A2
ALIVE²
Non-verbal
A3
ALIVE³
Tension point
A4
ALIVE⁴
Emotional distance
STORY

How This Harness
Came to Be

01
BACKGROUND

I took 8 weeks of lessons from a bestselling web novel author. Synopsis, plot structure, character design — I learned the professional workflow that carries a full-length serial novel.

02
HARNESS ENGINEERING

Once I translated that knowledge into a harness, the real work began. Through serializing a full-length novel, I iterated — fixing, adding, and refining with every chapter.

03
LIMITATIONS

The 16-axis polish system isn't perfect yet. Code can be validated with tests, but novel quality demands qualitative judgment. "Technically correct but lifeless prose" is still a human domain.

Awesome Novel Studio doesn't replace the author. It's the tool that keeps you going — all the way to the final episode.