BD novel-to-audiobook
将小说章节转换为有声书（MP3）。当用户提到：转有声书、生成有声书、做成音频、听书、朗读章节、语音版时使用。自动分析章节内容，识别对话角色并分配不同音色，生成带背景音乐的完整有声书。
将小说章节转换为有声书（MP3）。当用户提到：转有声书、生成有声书、做成音频、听书、朗读章节、语音版时使用。自动分析章节内容，识别对话角色并分配不同音色，生成带背景音乐的完整有声书。
As a process D 41/100 · 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: 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 41/100
- 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-to-audiobook) differs from the folder (novel-to-audiobook-hznuyx17)
- 60Tools and files. Uses tools (python) that frontmatter does not declare
- 100Steps. 24 steps
- 100Execution cost. Instruction body is 762 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)
- +3Description length 91: 120–800 characters recommended
- +3Output format is not stated: the model decides each time
- +1No license
- +2Single-language instructions
- +4Structure: 11 headings
- +3Step-by-step instructions: 24 items
- +4Has examples (8 code blocks)
- +3All 4 scripts are documented
Quality base 70; lint remarks subtract, signals add up to 100. Result: 72.
External checks
ClawHub: clean
This skill appears to do what it claims: convert user-provided novel chapters into MP3 audiobooks using DeepSeek and MiniMax, with privacy considerations but no hidden or destructive behavior found.
LLM: benign (high) · VirusTotal: · 2 Jun 2026