CC open-novel-writing
中文长篇小说创作助手。支持从想法到成书的完整创作流程：世界观设定、故事大纲、章节规划、正文生成、质量评审。 使用场景：创作中文小说、辅助构思情节、生成章节正文、评审改进文稿。 特点：模块化设计，可单独使用任意模块；分级红线机制，区分必须避免和建议优化；对话式引导，非CLI驱动。
中文长篇小说创作助手。支持从想法到成书的完整创作流程：世界观设定、故事大纲、章节规划、正文生成、质量评审。 使用场景：创作中文小说、辅助构思情节、生成章节正文、评审改进文稿。 特点：模块化设计，可单独使用任意模块；分级红线机制，区分必须避免和建议优化；对话式引导，非CLI驱动。
As a process C 53/100 · Has gaps — 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: 7. 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 53/100
- 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
- 100Tools and files. No external tools needed
- 100Steps. 59 steps
- 100Consistency. Name and required fields are in place
- 100Execution cost. Instruction body is 1490 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
- +5Description has no quoted example phrases that should trigger the skill
- +4Description does not say when NOT to use the skill (false activations)
- +3Output format is not stated: the model decides each time
- -31 of 2 scripts are never mentioned in SKILL.md
- +1No license
- +2Single-language instructions
- +3Description length 139: enough signal without eating the budget
- +4Structure: 31 headings
- +3Step-by-step instructions: 59 items
- +4Has examples (11 code blocks)
- +4Reference files are cited in the instructions (1 of 3)
Quality base 70; lint remarks subtract, signals add up to 100. Result: 73.
In the sandbox Скрипты не запустились
The skill's scripts were run in a throwaway machine: no network, fake keys in the home directory, a tracer watching. We wrote down what they did. Reaching for the network or for secrets caps the technical grade at C; a quiet run adds no points.
Запущено 2 скрипта; каждому дали двадцать секунд, поддельный домашний каталог с ключами и сеть, в которой ничего нет.
Ни один не дошёл до работы — им не хватило зависимостей, аргументов или файлов. Это не отзыв о поведении: наблюдать было не за чем.
scripts/auto_write.py | не запустился: python3 auto_write.py 5 100 # 从第100章开始写5章 |
scripts/check_quality.py | не запустился: 用法: python3 check_quality.py <章节文件路径> |
1 Nov 2026