Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx skills add wordflowlab/novel-writer-skills --skill pre-write-checklistgit clone --depth 1 https://github.com/wordflowlab/novel-writer-skillsWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/wordflowlab/novel-writer-skills/pre-write-checklist)<a href="https://agentmods.dev/skills/wordflowlab/novel-writer-skills/pre-write-checklist"><img src="https://agentmods.dev/badge/skills/wordflowlab/novel-writer-skills/pre-write-checklist/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/wordflowlab/novel-writer-skills/pre-write-checklist"><img src="https://agentmods.dev/badge/skills/wordflowlab/novel-writer-skills/pre-write-checklist.svg" alt="Reviewed on agentmods" width="80" height="20"></a>What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00040 | $0.03648 |
| Opus 5 | $0.00020 | $0.01824 |
| Sonnet 5 | $0.00008 | $0.00730 |
| Haiku 4.5 | $0.00004 | $0.00365 |
Grade A, and why
pre-write-checklist scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 13d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 542 lines — stays where its author put it; the contents beside it link to each section on GitHub.
写作前强制检查清单
核心功能
解决AI长篇失焦问题 - 这是Novel Writer Skills v1.0的核心创新。
问题根源
用户反馈：使用novel-writer创作，前30章质量很好，但30章后AI开始：
- 忘记前文设定
- 角色性格不一致
- 情节重复或矛盾
- 忽略创作宪法的原则
根本原因：长对话导致AI遗忘早期context，即使specification.md写得再详细也会被忘记。
解决方案
每次写作前强制重读所有关键文件 → AI重新加载完整context → 保持一致性
9项强制检查清单
每次执行/write命令时，必须先完成此检查清单：
📋 写作前检查清单（必须完成）：
✓ 1. memory/constitution.md - 创作宪法
✓ 2. memory/style-reference.md - 风格参考（如有）
✓ 3. stories/*/specification.md - 故事规格
✓ 4. stories/*/creative-plan.md - 创作计划
✓ 5. stories/*/tasks.md - 当前任务
✓ 6. spec/tracking/character-state.json - 角色状态
✓ 7. spec/tracking/relationships.json - 关系网络
✓ 8. spec/tracking/plot-tracker.json - 情节追踪（如有）
✓ 9. spec/tracking/validation-rules.json - 验证规则（如有）
📊 上下文加载状态：✅ 完成
工作原理
自动触发时机
- 用户执行
/write命令 - 本Skill自动激活
- 强制执行检查清单
- 输出确认报告
- 然后才开始写作
执行流程
用户: /write 第10章
↓
[pre-write-checklist 自动激活]
↓
步骤1：读取 memory/constitution.md
步骤2：读取 memory/style-reference.md（如有）
步骤3：读取 stories/*/specification.md
步骤4：读取 stories/*/creative-plan.md
步骤5：读取 stories/*/tasks.md
步骤6：读取 spec/tracking/character-state.json
步骤7：读取 spec/tracking/relationships.json
步骤8：读取 spec/tracking/plot-tracker.json（如有）
步骤9：读取 spec/tracking/validation-rules.json（如有）
↓
输出确认：
📋 写作前检查清单（已完成）：
✓ 1-9 所有文件已读取
📊 上下文加载状态：✅ 完成
关键信息摘要：
- 创作原则：[从constitution提取]
- 当前任务：[从tasks.md提取]
- 主要角色：[从character-state提取]
- 情节进度：[从plot-tracker提取]
↓
开始写作第10章...
输出格式
标准输出（所有文件存在）
📋 写作前检查清单（已完成）：
✓ 1. memory/constitution.md - 创作宪法
→ 核心原则：[列出2-3条关键原则]
✓ 2. memory/style-reference.md - 风格参考
→ 风格要点：[提取关键风格要求]
✓ 3. stories/xxx/specification.md - 故事规格
→ 故事类型：[言情/悬疑/历史等]
→ P0元素：[必须包含的元素]
✓ 4. stories/xxx/creative-plan.md - 创作计划
→ 当前阶段：[第X卷/第X章]
→ 本章目标：[情节/情感目标]
✓ 5. stories/xxx/tasks.md - 当前任务
→ 待写章节：[第X章]
→ 任务状态：[pending/in_progress]
✓ 6. spec/tracking/character-state.json - 角色状态
→ 主要角色：[列出角色名和当前状态]
✓ 7. spec/tracking/relationships.json - 关系网络
→ 核心关系：[主角与谁的关系变化]
✓ 8. spec/tracking/plot-tracker.json - 情节追踪
→ 活跃线索：[当前进行中的情节线]
✓ 9. spec/tracking/validation-rules.json - 验证规则
→ 自动修复：[启用/禁用]
📊 上下文加载状态：✅ 完成（加载9个文件，约XXXX tokens）
🎯 准备写作第X章...
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 13d ago First seen · 542 lines · 40 tokens per session scan A 4c38ed73ac90
pre-write-checklist is a skill published in the GitHub repository wordflowlab/novel-writer-skills (258 stars, last pushed 10mo ago), licensed MIT. It adds 40 tokens to every session and 3,648 once invoked, about $0.0002 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
Other skills, from other repositories
systematic-debugging
Use when encountering any bug, test failure, or unexpected behavior, before proposing fixes.
local-ai-agents
Build local-first AI agents that run entirely on a developer workstation with Microsoft Foundry Local and Qwen function-calling models. Covers Small Language Models (SLMs), the OpenAI-compatible local endpoint, sandboxed local tools, local RAG with Chroma, local MCP servers, hybrid cloud/local routing, and the…
next-cache-components-adoption
Turn on Cache Components in a Next.js app and resolve the blocking routes it surfaces. Use when the user wants to enable, adopt, or migrate to Cache Components, flip the cacheComponents flag, work through a flood of blocking-prerender / instant validation errors, run the cache-components-instant-false codemod, or…
chat-pet-sprite-creation
Use when creating or changing VS Code chat pet sprite art, sprite sheets, state animations, eye treatments, Stable/Insiders variants, or pet transitions under src/vs/workbench/contrib/chat/browser/widget/media/chatPet.
cpu-profile-analysis
Analyze V8/Chrome CPU profiles (.cpuprofile) and DevTools trace files (Trace-.json). Use when: profiling performance, investigating slow functions, comparing code paths, finding bottlenecks, analyzing timeToRequest, understanding call trees from sampling profiler data, analyzing layout/paint/rendering, investigating…
insight-error-page
Write or audit an insight-kind error page for the Next.js dev overlay. Use when creating a new errors/ .mdx page, auditing an existing one, or checking that a page matches the framework fix cards. Covers page structure, title alignment, FixCard cards with Copy prompt button, code snippets, terminology verification…