aradotso/trending-skills/inkos-multi-agent-novel-writing

npm install -g @actalk/inkos
# or run directly
npx @actalk/inkos --version

# Create a new novel project
inkos book create --title "吞天魔帝" --genre xuanhuan
 
# Write the next chapter
inkos write next 吞天魔帝
 
# Audit a specific chapter
inkos audit 吞天魔帝 --chapter 3
 
# Run the full daemon (continuous production)
inkos daemon start

story/
  outline.md              # Story outline (architect agent input)
  book_rules.md           # Per-book custom rules and audit dimensions
  chapter_summaries.md    # Auto-generated per-chapter summaries
  subplot_board.md        # Subplot progress tracking (A/B/C lines)
  emotional_arcs.md       # Per-character emotional arc tracking
  character_matrix.md     # Character interaction matrix + info boundaries
  parent_canon.md         # Spinoff only: imported canon constraints
  style_profile.json      # Style fingerprint (if style import used)
  style_guide.md          # LLM-generated qualitative style guide
  chapters/
    ch001.md
    ch002.md
    ...

inkos book create --title "Title" --genre xuanhuan  # genres: xuanhuan | xianxia | dushi | horror | general
inkos book list
inkos book status 吞天魔帝

inkos write next 吞天魔帝           # Write next chapter (auto-loads all context)
inkos write chapter 吞天魔帝 5      # Write specific chapter
inkos audit 吞天魔帝 --chapter 3    # Audit chapter (33 dimensions)
inkos revise 吞天魔帝 --chapter 3   # Revise based on audit results
inkos revise 吞天魔帝 --chapter 3 --mode spot-fix   # Point fix only (default)
inkos revise 吞天魔帝 --chapter 3 --mode rewrite    # Full rewrite (use cautiously)
inkos revise 吞天魔帝 --chapter 3 --mode polish     # Polish (no structural changes)

inkos genre list                        # List all built-in genres
inkos genre show xuanhuan               # View full rules for a genre
inkos genre copy xuanhuan               # Copy genre rules to project for customization
inkos genre create wuxia --name 武侠     # Create new genre from scratch

inkos style analyze reference.txt               # Analyze style fingerprint
inkos style import reference.txt 吞天魔帝        # Import style into book
inkos style import reference.txt 吞天魔帝 --name "某作者"

inkos book create --title "烈焰前传" --genre xuanhuan
inkos import canon 烈焰前传 --from 吞天魔帝       # Import parent canon constraints
inkos write next 烈焰前传                         # Writer auto-reads canon constraints

inkos detect 吞天魔帝 --chapter 3     # Detect AIGC markers in chapter
inkos detect 吞天魔帝 --all           # Detect all chapters
inkos detect --stats                  # View detection history statistics

inkos daemon start                    # Start scheduler (default: 15 min/cycle)
inkos daemon stop
inkos daemon status

{
  "llm": {
    "provider": "openai",
    "model": "gpt-4o",
    "apiKey": "sk-...",
    "temperature": 0.8
  },
  "daemon": {
    "intervalMinutes": 15,
    "dailyChapterLimit": 10,
    "parallelBooks": 2
  },
  "webhook": {
    "url": "https://your-server.com/hooks/inkos",
    "secret": "your-hmac-secret",
    "events": ["chapter-complete", "audit-failed", "pipeline-error"]
  },
  "aigcDetection": {
    "provider": "gptzero",
    "apiKey": "...",
    "endpoint": "https://api.gptzero.me/v2/predict/text"
  }
}

# Book Rules: 吞天魔帝
 
## 禁忌 (Forbidden)
- 主角不得主动求饶
- 不得出现「命运」「天意」等宿命论表述
 
## 高疲劳词
- 震撼, 惊骇, 恐惧, 颤抖
 
## additionalAuditDimensions
- 数值系统一致性: 战力数值不得前后矛盾
- 角色成长节奏: 主角突破间隔不少于3章
 
## 写手特别指令
- 战斗场面优先感官描写，禁止数值报告

ArchitectAgent  →  outline.md, book_rules.md
     ↓
WriterAgent     →  ch00N.md (reads: outline, summaries, arcs, matrix, style_guide, canon)
     ↓
ValidatorAgent  →  11 deterministic rules, zero LLM cost
     ↓  (error found → trigger spot-fix immediately)
AuditorAgent    →  33 LLM dimensions, temperature=0 for consistency
     ↓
ReviserAgent    →  spot-fix | rewrite | polish | anti-detect

import { BookManager } from '@actalk/inkos'
import { WriterAgent } from '@actalk/inkos/agents'
import { ValidatorAgent } from '@actalk/inkos/agents'
// Create and configure a book
const manager = new BookManager()
const book = await manager.createBook({
  title: '吞天魔帝',
  genre: 'xuanhuan',
  outlinePath: './my-outline.md'
})
// Run the write pipeline for next chapter
const writer = new WriterAgent({ temperature: 0.8 })
const chapter = await writer.writeNext(book)
// Run deterministic validation (no LLM cost)
const validator = new ValidatorAgent()
const validationResult = await validator.validate(chapter, book)
if (validationResult.hasErrors) {
  // Auto spot-fix triggered
  const reviser = new ReviserAgent({ mode: 'spot-fix' })
  const fixed = await reviser.revise(chapter, validationResult.errors, book)
  console.log('Fixed violations:', validationResult.errors.length)
}

import express from 'express'
import crypto from 'crypto'
const app = express()
app.use(express.raw({ type: 'application/json' }))
app.post('/hooks/inkos', (req, res) => {
  const sig = req.headers['x-inkos-signature'] as string
  const expected = crypto
    .createHmac('sha256', process.env.INKOS_WEBHOOK_SECRET!)
    .update(req.body)
    .digest('hex')
  if (sig !== `sha256=${expected}`) {
    return res.status(401).send('Invalid signature')
  }
  const event = JSON.parse(req.body.toString())
  switch (event.type) {
    case 'chapter-complete':
      console.log(`Chapter ${event.chapter} of "${event.book}" complete`)
      // Trigger human review gate
      notifyReviewer(event)
      break
    case 'audit-failed':
      console.log(`Audit failed: ${event.criticalCount} critical issues`)
      break
    case 'pipeline-error':
      console.error(`Pipeline error in "${event.book}":`, event.error)
      break
  }
  res.status(200).json({ received: true })
})

// genres/wuxia.ts
import type { GenreConfig } from '@actalk/inkos/types'
export const wuxia: GenreConfig = {
  id: 'wuxia',
  name: '武侠',
  chapterTypes: ['江湖相遇', '武功切磋', '恩怨纠葛', '门派争斗', '武林大会'],
  forbiddenPatterns: [
    '内力值', '战力', '等级提升',   // No numerical power system
    '系统', '面板', '属性点'
  ],
  fatiguedWords: ['震惊', '无敌', '碾压', '秒杀'],
  languageRules: [
    {
      bad: '内力增加了100点',
      good: '一股暖流沿经脉漫开，指尖的颤抖渐渐平息'
    }
  ],
  auditDimensions: [
    '武功描写感官化',
    '江湖规则内部一致性',
    '恩怨情仇弧线完整性'
  ]
}

import { StyleAnalyzer } from '@actalk/inkos/style'
const analyzer = new StyleAnalyzer()
// Analyze reference text
const profile = await analyzer.analyze('./reference-novel.txt')
console.log(profile)
// {
//   avgSentenceLength: 18.3,
//   ttr: 0.42,           // Type-Token Ratio
//   rhetoricalDensity: 0.15,
//   paragraphLengthDist: { p25: 45, p50: 89, p75: 156 },
//   punctuationStyle: 'sparse'
// }
// Import into book (generates style_profile.json + style_guide.md)
await analyzer.importToBook('./reference-novel.txt', '吞天魔帝', {
  authorName: '某作者'
})

AuditorAgent (temp=0)
     ↓ critical issues found
ReviserAgent spot-fix
     ↓
AI marker count comparison
     ↓ markers increased?
  YES → discard revision, keep original
  NO  → accept revision
     ↓
Re-audit (temp=0)

# parent_canon.md (auto-generated by `inkos import canon`)
 
## 正传世界规则
-力量体系: 炼体→炼气→炼丹→炼神→炼虚
-地理: 九州大陆，东海以东无人居住
-阵营: 正道五宗 vs 魔道三门
 
## 关键事件时间线
-第1章: 主角获得吞天诀
-第45章: 正道五宗盟约成立 [分歧点]
 
## 角色快照 (分歧点时状态)
-林天: 炼气期第三层，未知父母身世
-剑宗宗主: 在世，尚未叛变
 
## 伏笔状态 (正传专属，番外禁止回收)
-古剑残片: 未解
-神秘老人身份: 未解