BD novel-writer
长篇网络小说创作引擎，支持写作、续写、审稿、一致性检查、矛盾检测、角色状态管理。适用于番茄小说等平台的都市/奇幻/悬疑/催泪等类型长篇连载（50万字以上）。当用户提到写小说、续写章节、检查章节矛盾、审查小说质量、角色设定管理、时间线梳理、大纲规划、弹幕角色管理时触发。覆盖从大纲设计到逐章写作到质量审校的完整流程。
As a process D 49/100 · 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.
For the model run — optional
- 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: 45. 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 49/100
- 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
- 40Consistency. Frontmatter name (novel-writer) differs from the folder (webnovel-writer)
- 100Tools and files. No external tools needed
- 100Steps. 56 steps
- 100Execution cost. Instruction body is 1657 tokens
- 100Running it twice. No mutating operations
- low 10 top-level sections: this looks like several domains in one skill
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
- -320 of 21 scripts are never mentioned in SKILL.md
- +1No license
- +2Single-language instructions
- +3Description length 157: enough signal without eating the budget
- +4Structure: 42 headings
- +3Step-by-step instructions: 56 items
- +4Has examples (26 code blocks)
- +4Reference files are cited in the instructions (21 of 21)
Quality base 70; lint remarks subtract, signals add up to 100. Result: 73.
External checks
ClawHub: clean
This is a coherent novel-writing and review skill whose local file reads and report/tracking writes are expected for its stated workflow.
LLM: benign (high) · VirusTotal: · 29 May 2026