BC douyin-edu-copywriting
生成教育类抖音口播爆款文案：黄金6段式结构 + 8种钩子模板 + 教育方法论 + 数据核验 + 质量门禁。 当用户需要写教育类口播文案、知识类短视频脚本、教育带货文案，或要求"犀利敢说、替普通家庭算账"风格时使用。 结构不靠模型猜，数据不靠模型编，质量可机器验证，合规随平台动态更新。
As a process C 52/100 · Has gaps — weak spots: result and completion, inputs and preconditions, failures and branches
ReferenceInfrastructureWriting and documentstype and topics are labelled automatically from the skill text
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: 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 52/100
- 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
- 40Consistency. Frontmatter name (douyin-edu-copywriting) differs from the folder (douyinwenan)
- 50When it triggers. No condition that starts the skill
- 100Tools and files. No external tools needed
- 100Steps. 114 steps
- 100Execution cost. Instruction body is 2700 tokens
- 100Running it twice. No mutating operations
- low 15 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
- -221 emoji in the instructions: noise for the model
- +1No license
- +2Single-language instructions
- +3Description length 142: enough signal without eating the budget
- +4Structure: 26 headings
- +3Step-by-step instructions: 114 items
- +4Has examples (4 code blocks)
- +3All 4 scripts are documented
Quality base 70; lint remarks subtract, signals add up to 100. Result: 73.
External checks
ClawHub: clean
This skill is a disclosed education short-video copywriting helper with local quality-check scripts and no hidden persistence, credential use, or destructive behavior.
LLM: benign (high) · VirusTotal: · 19 Aug 2026