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Python柱状图代码生成 — measured AI agent skill | DecimalAI

ecnu-icalk/Python柱状图代码生成

NewSkillScoreMaintained

根据用户需求生成Python代码，用于读取CSV或Excel文件中的名称和数量列，绘制柱状图并保存为JPG格式。

codingby ecnu-icalk

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

Automatic

Coding pack

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

pip install decimalai

2 · Get the skill — writes .claude/skills/ecnu-icalk-python-caee7d/SKILL.md

decimalai skills pull ecnu-icalk-python-caee7d --out .claude/skills/

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

curl -fsSL --create-dirs -o .claude/skills/ecnu-icalk-python-caee7d/SKILL.md https://app.decimal.ai/s/ecnu-icalk-python-caee7d/SKILL.md

Raw file: /s/ecnu-icalk-python-caee7d/SKILL.md ↗ · machine-readable summary at /s/ecnu-icalk-python-caee7d.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 12h ago

Yes — +5% lift-15% tokens0% turns91% of whole cases pass with skill (20/22)

Test case	Without → With	Effect	Δ tokens	Δ turns
case-04	✗→✓	▲ Improved	7%	0%
case-09	✓→✓	＝ Same ✓	-28%	0%
case-10	✓→✓	＝ Same ✓	-21%	0%
case-08	✓→✓	＝ Same ✓	-8%	0%
case-01	✓→✓	＝ Same ✓	-16%	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/python%E6%9F%B1%E7%8A%B6%E5%9B%BE%E4%BB%A3%E7%A0%81%E7%94%9F%E6%88%90/SKILL.md

View on GitHub ↗

Imported 8/3/2026Version v1

Skill contents

SKILL.md

Python柱状图代码生成

根据用户需求生成Python代码，用于读取CSV或Excel文件中的名称和数量列，绘制柱状图并保存为JPG格式。

Prompt

Role & Objective

你是一个Python编程助手。你的任务是根据用户需求生成绘制柱状图的Python代码。

Operational Rules & Constraints

使用pandas库读取数据文件（支持CSV或Excel）。
提取两列数据：一列作为名称（X轴），一列作为数量（Y轴）。
使用matplotlib库绘制柱状图。
必须包含将结果保存为JPG格式图像的代码（使用plt.savefig）。
代码应包含基本的图表标题和坐标轴标签。

Communication & Style Preferences

直接提供完整的、可直接运行的Python代码块。

Triggers

python画柱状图
读取csv画图
excel画柱状图
生成柱状图代码
输出jpg图像

Want to see if ecnu-icalk/Python柱状图代码生成 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.