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---name: inkos-multi-agent-novel-writingdescription: Multi-agent CLI system for autonomous novel writing, auditing, and revision with human review gatestriggers: - write novel with AI agents - autonomous novel production - inkos novel writing - multi-agent creative writing - AI novel audit and revision - automated chapter writing TypeScript - inkos CLI novel agent - novel writing pipeline with review gates--- # InkOS Multi-Agent Novel Writing > Skill by [ara.so](https://ara.so) — Daily 2026 Skills collection InkOS is a multi-agent CLI system that autonomously writes, audits, and revises novels. Agents handle the full pipeline: Writer → Validator → Auditor → Reviser, with human review gates at configurable checkpoints. ## Installation ```bashnpm install -g @actalk/inkos# or run directlynpx @actalk/inkos --version``` **Requirements:** Node.js ≥ 20.0.0 ## Quick Start ```bash# Create a new novel projectinkos book create --title "吞天魔帝" --genre xuanhuan # Write the next chapterinkos write next 吞天魔帝 # Audit a specific chapterinkos audit 吞天魔帝 --chapter 3 # Run the full daemon (continuous production)inkos daemon start``` ## Project Structure After `inkos book create`, the project directory contains: ```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 ...``` ## Core Commands ### Book Management ```bashinkos book create --title "Title" --genre xuanhuan # genres: xuanhuan | xianxia | dushi | horror | generalinkos book listinkos book status 吞天魔帝``` ### Writing Pipeline ```bashinkos write next 吞天魔帝 # Write next chapter (auto-loads all context)inkos write chapter 吞天魔帝 5 # Write specific chapterinkos audit 吞天魔帝 --chapter 3 # Audit chapter (33 dimensions)inkos revise 吞天魔帝 --chapter 3 # Revise based on audit resultsinkos 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)``` ### Genre System ```bashinkos genre list # List all built-in genresinkos genre show xuanhuan # View full rules for a genreinkos genre copy xuanhuan # Copy genre rules to project for customizationinkos genre create wuxia --name 武侠 # Create new genre from scratch``` ### Style Matching ```bashinkos style analyze reference.txt # Analyze style fingerprintinkos style import reference.txt 吞天魔帝 # Import style into bookinkos style import reference.txt 吞天魔帝 --name "某作者"``` ### Spinoff (Prequel/Sequel/IF-branch) ```bashinkos book create --title "烈焰前传" --genre xuanhuaninkos import canon 烈焰前传 --from 吞天魔帝 # Import parent canon constraintsinkos write next 烈焰前传 # Writer auto-reads canon constraints``` ### AIGC Detection ```bashinkos detect 吞天魔帝 --chapter 3 # Detect AIGC markers in chapterinkos detect 吞天魔帝 --all # Detect all chaptersinkos detect --stats # View detection history statistics``` ### Daemon (Continuous Production) ```bashinkos daemon start # Start scheduler (default: 15 min/cycle)inkos daemon stopinkos daemon status``` ## Configuration ### Global Config (`~/.inkos/config.json`) ```json{ "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" }}``` ### Per-Book Rules (`story/book_rules.md`) ````markdown# 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```` ## Agent Architecture InkOS runs five specialized agents in sequence: ```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``` ### Post-Write Validator Rules (Deterministic, No LLM) | Rule | Condition ||------|-----------|| Forbidden patterns | `不是……而是……` constructs || Em-dash ban | `——` character || Transition word density | 仿佛/忽然/竟然≤1 per 3000 chars || High-fatigue words | Per-book list, ≤1 per chapter || Meta-narrative | Screenwriter-style narration || Report terminology | Analytical framework terms in prose || Author moralizing | 显然/不言而喻 etc. || Collective reaction | 「全场震惊」clichés || Consecutive 了 | ≥4 consecutive sentences with 了 || Paragraph length | ≥2 paragraphs over 300 chars || Book-specific bans | `book_rules.md` forbidden list | ### Audit Dimensions (33 total, LLM-evaluated) Key dimensions include:- Dims 1–23: Core narrative quality (plot, character, pacing, foreshadowing)- Dim 24–26: Subplot stagnation, arc flatness, rhythm monotony (all 5 genres)- Dim 27: Sensitive content- Dim 28–31: Spinoff-specific (canon conflicts, future info leakage, world rule consistency, foreshadowing isolation)- Dim 32: Reader expectation management- Dim 33: Outline deviation detection ## Code Integration Examples ### Programmatic Usage (TypeScript) ```typescriptimport { BookManager } from '@actalk/inkos'import { WriterAgent } from '@actalk/inkos/agents'import { ValidatorAgent } from '@actalk/inkos/agents' // Create and configure a bookconst 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 chapterconst 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)}``` ### Webhook Handler (Express) ```typescriptimport 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 })})``` ### Custom Genre Definition ```typescript// genres/wuxia.tsimport 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' ]}``` ### Style Import Pipeline ```typescriptimport { StyleAnalyzer } from '@actalk/inkos/style' const analyzer = new StyleAnalyzer() // Analyze reference textconst 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'})``` ## Audit Revision Loop The v0.4 hardened audit-revision loop prevents revision from introducing more AI markers: ```AuditorAgent (temp=0) ↓ critical issues foundReviserAgent spot-fix ↓AI marker count comparison ↓ markers increased? YES → discard revision, keep original NO → accept revision ↓Re-audit (temp=0)``` **Key settings for audit consistency:**- Auditor always runs at `temperature: 0` — eliminates 0–6 critical variance on same chapter- Default revision mode is `spot-fix` (only modify problem sentences)- `rewrite` mode is available but measured to introduce 6× more AI markers- `polish` mode is boundary-locked: no paragraph add/delete, no name changes, no new plot ## Spinoff Canon Constraints When `parent_canon.md` is detected, 4 additional audit dimensions activate automatically: ```markdown# 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``` ## Troubleshooting **Validator fires on every chapter**Check `book_rules.md` fatigue word list — words listed there are enforced ≤1 per chapter. Remove infrequently used terms. **Audit results wildly inconsistent between runs**Confirm auditor temperature is locked to 0 in config. If using a proxy LLM API, ensure it respects `temperature: 0`. **Revision introduces more AI markers than original**This is expected behavior — InkOS v0.4 automatically detects this and discards the revision. If it happens repeatedly, switch from `rewrite` to `spot-fix` mode explicitly. **Spinoff audit incorrectly flags events**Verify `parent_canon.md` has accurate divergence point timestamps. Events before the divergence point are canon-locked; events after are fair game for the spinoff. **Daemon stops a book after repeated failures**Check `daemon status` for the suspended book. After fixing the underlying issue (usually outline ambiguity or `book_rules.md` contradiction), run `inkos daemon resume 书名`. **Style guide not being applied by writer**Run `inkos style import` again — if `style_guide.md` is missing or empty, the writer skips style injection silently. Check that the reference text is ≥5000 characters for reliable fingerprinting.Related skills
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