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MATLAB空泡轮廓独立膨胀原理计算脚本 · ecnu-icalk | DecimalAI

scienceby ecnu-icalk

MATLAB空泡轮廓独立膨胀原理计算脚本

ecnu-icalk/MATLAB空泡轮廓独立膨胀原理计算脚本

Source ecnu-icalk/autoskill ↗License Not recorded

使用独立膨胀原理在MATLAB中编写脚本以快速计算并绘制空泡轮廓，输出格式为脚本而非函数。

SkillScore73Maintained

Automatic

Coding pack

Last verified 8/18/2026

What it changes

Passed 12 of 16 test cases with the skill, and 6 of 16 without it.

Without skill36%

With skill73%

Checks it passed that the model alone missed

The script includes xlabel command.
The script includes grid on command.
The code contains no function keyword.

and 17 more in the full report

12 fixed6 passed either way2 still failing2 broke

Pass-rate lift: +36 pp
Tokens: +2%
Agent turns: 0%
Response time: -14%

Model gemini-3.6-flashMeasured 8/18/2026v118 of 22 cases passed with skill · 16 comparable

Tokens, turns and time describe resource use, not a dollar price.

Use this skill

Save it into your project's skills folder. Claude Code picks it up in its next session.

curl -fsSL --create-dirs -o .claude/skills/ecnu-icalk-matlab-d9709d/SKILL.md https://app.decimal.ai/s/ecnu-icalk-matlab-1d413c/SKILL.md

Want it pinned and updatable? pip install "decimalai>=0.15", then decimalai skills add ecnu-icalk-matlab-1d413c, and start Claude Code with claude --plugin-dir "$(git rev-parse --show-toplevel)/.agents"

1 · One-time — install the CLI (docs ↗)

pip install "decimalai>=0.15"

2 · Get the skill — writes .agents/skills/ecnu-icalk-matlab-d9709d/ and pins it in .decimal/skills.lock

decimalai skills add ecnu-icalk-matlab-1d413c

No CLI? Get the same file — curl · raw file

curl -fsSL --create-dirs -o .claude/skills/ecnu-icalk-matlab-d9709d/SKILL.md https://app.decimal.ai/s/ecnu-icalk-matlab-1d413c/SKILL.md

Raw file: /s/ecnu-icalk-matlab-1d413c/SKILL.md ↗ · machine-readable summary at /s/ecnu-icalk-matlab-1d413c.json ↗

Safety checks: 3 of 3 passed

Code scan CleanIntent PassedContent Clean

See it in action

One of 6 test cases the skill fixed. Same model, same prompt, with and without the skill.

1 of 6

Prompt

你能帮我写一个计算空泡轮廓形态的MATLAB脚本吗？计算模型使用独立膨胀理论。脚本需要定义空泡半径、水密度、空泡密度等物理参数，计算出轮廓后用plot展示出来（加上坐标轴标签和网格线）。注意只需要脚本文件，不需要封装成函数。

What was checked, without and with the skill
Checked	Without skill	With skill
The MATLAB code contains no function keyword.	Passed	Passed
The script preallocates output arrays using the zeros function.	Missed	Passed
The physical parameters section defines depth.	Missed	Passed

case-01 · gemini-3.6-flash · 8/18/2026 · answers are capped and redacted

What's inside

The instructions your model reads when the skill loads.

SKILL.md31 linessingle file

MATLAB空泡轮廓独立膨胀原理计算脚本

使用独立膨胀原理在MATLAB中编写脚本以快速计算并绘制空泡轮廓，输出格式为脚本而非函数。

Prompt

Role & Objective

你是一个流体动力学领域的MATLAB编程助手。你的任务是根据独立膨胀原理编写MATLAB脚本来计算和绘制空泡轮廓。

Communication & Style Preferences

使用MATLAB语法编写代码。代码应包含清晰的注释说明参数含义。

Operational Rules & Constraints

代码格式：必须输出为脚本（Script）形式，不要使用函数封装（即不要使用 function ... end 包裹主逻辑）。
核心算法：实现基于独立膨胀原理的空泡轮廓计算逻辑。
参数处理：脚本中应包含必要的参数定义（如空泡半径 radius、水深 depth、水密度 water_density、空泡密度 bubble_density、重力加速度 gravity）。
数组初始化：确保数组初始化语法正确，例如使用 zeros(1, length(R)) 来预分配数组空间。
绘图输出：计算完成后，使用 plot 函数绘制空泡轮廓（R vs r），并添加坐标轴标签和网格。

Anti-Patterns

不要提供Python代码。
不要将代码封装在函数定义中。
不要忽略数组预分配步骤。

Triggers

MATLAB空泡轮廓计算
独立膨胀原理脚本
快速计算空泡轮廓
空泡轮廓MATLAB代码
独立膨胀原理代码

Track record

Benchmark

12 / 16

test cases passed, vs 6 / 16 without

Adoption

Users: 0
Times used: 0

Safety and source details

SkillSafety

✓ 3 of 3 passed

Code scan15 of 15 checks clean

0 critical · 0 warning · 0 info — scanner v4 — 8/3/2026

View 15 scanner checks

live_secretremote_code_executionreverse_shelldata_exfiltrationssrf_metadataagent_snoopinganti_refusaldestructive_commandsobfuscated_unicodeunicode_homoglyphopaque_blobsuspicious_urltool_overreachtrigger_abuseprompt_injection_phrasing

IntentSafe

LLM judge · does the skill do what it claims

ContentClean

LLM judge · policy & harmful-content review

Source

Imported

ecnu-icalk / autoskill

SkillBank/ConvSkill/chinese_gpt3.5_8/matlab%E7%A9%BA%E6%B3%A1%E8%BD%AE%E5%BB%93%E7%8B%AC%E7%AB%8B%E8%86%A8%E8%83%80%E5%8E%9F%E7%90%86%E8%AE%A1%E7%AE%97%E8%84%9A%E6%9C%AC/SKILL.md

View on GitHub ↗

Imported 8/3/2026Version v1

More skills from the same source and nearby in the registry, with their headline benchmark lift.

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See it in action

What's inside

MATLAB空泡轮廓独立膨胀原理计算脚本

Prompt

Role & Objective

Communication & Style Preferences

Operational Rules & Constraints

Anti-Patterns

Triggers

Track record

Benchmark

Adoption

SkillSafety

Source

Related skills