AD auto-geogebra
Use when 需要把高校数学教学创意转化为可运行的 GeoGebra 动态演示/课件/动画：设计交互变量与滑块、生成并验证 GeoGebra 指令、导出 .ggb 文件（覆盖《高等数学》《线性代数》《概率论与数理统计》与数学专业课程）。触发词：GeoGebra 演示、ggb 课件、动态演示制作、滑块与参数设计、指令校验、导数/积分/线性变换/概率模拟类演示等。不要用于非数学教学用途，也不替代教师自己的教学设计。
ggb 文件（覆盖《高等数学》《线性代数》《概率论与数理统计》与数学专业课程）。触发词：GeoGebra 演示、ggb 课件、动态演示制作、滑块与参数设计、指令校验、导数/积分/线性变换/概率模拟类演示等。不要用于非数学教学用途，也不替代教师自己的教学设计。
As a process D 43/100 · Unfinished process — weak spots: result and completion, when it triggers, inputs and preconditions
How to improve
- 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 · 2
✓ No critical or high findings
Medium and low: 2
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low Secrets in code
secret-high-entropy-tokenREADME.en.md:9High-entropy token-like string (may be an id, hash or a credential)[](SKILL.md)
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low Secrets in code
secret-high-entropy-tokenREADME.md:9High-entropy token-like string (may be an id, hash or a credential)[](SKILL.md)
Files scanned: 39. Evidence is masked. Grey chips explain why severity was lowered.
Against the Agent Skills spec
✓ No remarks against the Agent Skills spec
Process rating: all ten parameters 43/100
- 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
- 30Running it twice. 1 mutating operations with no state check
- 60Tools and files. Uses tools (bash, python, node) that frontmatter does not declare
- 100Steps. 110 steps
- 100Consistency. Name and required fields are in place
- 100Execution cost. Instruction body is 3270 tokens
- low 11 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
- -4Absolute local paths (C:\Users, /home/…): not portable
- +2Single-language instructions
- +3Description length 209: enough signal without eating the budget
- +4Structure: 32 headings
- +3Step-by-step instructions: 110 items
- +4Has examples (6 code blocks)
- +4Reference files are cited in the instructions (6 of 6)
- +3All 4 scripts are documented
- +1License stated
Quality base 70; lint remarks subtract, signals add up to 100. Result: 88.