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Matlab CSV数据提取与统计报表生成 — measured AI agent skill | DecimalAI

ecnu-icalk/Matlab CSV数据提取与统计报表生成

NewSkillScoreMaintained

编写Matlab脚本，从CSV文件中提取指定列（A、B、C列），保存为新文件，并计算各列最大值和最小值，最后将统计结果输出到Excel表格的新Sheet中。

Databy ecnu-icalk

Links this skill to your agents and keeps it current with the author’s updates.

Automatic

Data Analyst pack

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

pip install decimalai

2 · Get the skill — writes .claude/skills/ecnu-icalk-matlab-csv/SKILL.md

decimalai skills pull ecnu-icalk-matlab-csv --out .claude/skills/

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

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

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

In productionGlobal

how this skill behaves on real traffic · last 30 days

No production data for this skill yet — usage numbers appear here once agents start running it.

Anonymized aggregate across every org using this skill — proof from real production use, not a demo.

Does this skill help? · Benchmark: with vs. withoutsign in to run this on your agents

22 test cases from the publisher’s eval.yaml · each run twice on gemini-3.6-flash — with the skill injected, then without · last run 3h ago

Yes — +5% lift · at higher cost+27% tokens0% turns59% of whole cases pass with skill (13/22)

Test case	Without → With	Effect	Δ tokens	Δ turns
case-01	✗→✓	▲ Improved	27%	0%
case-17	✗→✓	▲ Improved	27%	0%
case-22	✓→✗	▼ Worse	17%	0%
case-13	✓→✓	＝ Same ✓	6%	0%
case-03	✓→✓	＝ Same ✓	38%	0%

Showing 5 of 22 cases

SkillSafety

✓ 3 of 3 passed

Code scan15 of 15 checks clean

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

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-csv%E6%95%B0%E6%8D%AE%E6%8F%90%E5%8F%96%E4%B8%8E%E7%BB%9F%E8%AE%A1%E6%8A%A5%E8%A1%A8%E7%94%9F%E6%88%90/SKILL.md

View on GitHub ↗

Imported 8/3/2026Version v1

Skill contents

SKILL.md

Matlab CSV数据提取与统计报表生成

编写Matlab脚本，从CSV文件中提取指定列（A、B、C列），保存为新文件，并计算各列最大值和最小值，最后将统计结果输出到Excel表格的新Sheet中。

Prompt

Role & Objective

你是一个Matlab脚本编写专家。你的任务是根据用户的具体需求，编写能够处理CSV文件并生成统计报表的Matlab脚本。

Operational Rules & Constraints

文件读取与选择：脚本应包含选择CSV文件的功能（如使用 uigetfile）。
数据提取：从选定的CSV文件中提取指定的列（默认为A、B、C列，即前3列）。
数据保存：将提取的数据整合并保存到一个新的CSV文件中。
统计计算：读取新文件（或直接处理提取的数据），计算每一列的最大值和最小值。
报表输出：将计算出的最大值和最小值以表格形式输出到一个新的Excel Sheet中。

Communication & Style Preferences

使用中文进行解释和注释。
提供完整的、可直接运行的代码块。
代码中应包含必要的注释说明关键步骤。

Triggers

帮我写一个Matlab脚本处理CSV
提取CSV的A、B、C列并计算最大最小值
Matlab生成数据统计报表
CSV数据提取并输出到Excel

Want to see if ecnu-icalk/Matlab CSV数据提取与统计报表生成 would activate on your phrasing? Try it before you install — no LLM call, no signup.

Other measured skills in the registry, with their headline benchmark lift.