AD novel-craft
长篇小说（网文/连载）全流程创作引擎，核心解决三大痛点： 1. 超长上下文逻辑一致性——设定矛盾、伏笔遗忘、时间线错乱 2. 大纲修改涟漪传播——改一处自动识别受影响章节并全自动重写 3. 持续连载支持——跨session断点续写，上下文从文件恢复 核心模块： - 大纲管理器：卷→章→节→场景四级大纲，版本追踪 - 设定档案库：世界观/人物/势力/物品/能力体系，引用追踪+一致性校验 - 伏笔管理器：埋设→回收全生命周期，自动识别+遗忘提醒 - 时间线引擎：事件轴+角色轨迹双维追踪，冲突自动检测 - 涟漪引擎：修改→依赖图BFS→影响报告→全自动级联重写（最大深度3层） - 章节生成器：分层摘要+精准检索组装LLM上下文，生成与设定100%一致的正文 适用场景： - "我要写一本网文"（新建项目） - "修改了大纲第2卷主线"（涟漪修改） - "继续写下一章"（续写） - "检查一下有没有设定矛盾"（一致性扫描）
长篇小说（网文/连载）全流程创作引擎，核心解决三大痛点： 1.
As a process D 46/100 · Unfinished process — weak spots: result and completion, when it triggers, inputs and preconditions
How to improve
- Say in the description WHEN to use the skill ("use when…", example requests): that is the agent's main cue.
- Your own cases (evals/evals.json, 4–6 real requests with expected answers): the full check would then run those instead of a model-drafted suite.
- A spec.yaml with trigger phrases and assertions — a behaviour contract for CI; `skilltest init` writes a template.
Guard findings · 0
✓ No critical or high findings
Files scanned: 9. Evidence is masked. Grey chips explain why severity was lowered.
Against the Agent Skills spec
- warning
description-no-whendescription does not say WHEN to use the skill (no "use when")
Process rating: all ten parameters 46/100
- 0Result and completion. Does not say what the result is
- 0Inputs and preconditions. Does not say what the process needs to start
- 0Failures and branches. Linear process with no failure handling
- 0Progress reporting. Says nothing while it works
- 20When it triggers. No condition that starts the skill
- 60Tools and files. Uses tools (web) that frontmatter does not declare
- 100Steps. 33 steps
- 100Consistency. Name and required fields are in place
- 100Execution cost. Instruction body is 757 tokens
- 100Running it twice. No mutating operations
Everything here is measured from the skill text rather than judged by a model, so the numbers are checkable. A parameter weighs more when it is a more common reason for the process to stall.
Quality signals
- +4Description does not say when NOT to use the skill (false activations)
- +3Output format is not stated: the model decides each time
- +1No license
- +2Single-language instructions
- +5Description quotes 4 example trigger phrases
- +3Description length 413: enough signal without eating the budget
- +4Structure: 21 headings
- +3Step-by-step instructions: 33 items
- +4Has examples (1 code blocks)
- +4Reference files are cited in the instructions (1 of 1)
Quality base 70; lint remarks subtract, signals add up to 100. Result: 81.