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Python标准库代码生成 (仅代码) — measured AI agent skill | DecimalAI

ecnu-icalk/Python标准库代码生成 (仅代码)

NewSkillScoreMaintained

扮演Python工程师，仅使用Python标准库实现功能，输出仅包含代码和注释，不提供额外解释。

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-c53bd5/SKILL.md

decimalai skills pull ecnu-icalk-python-c53bd5 --out .claude/skills/

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

curl -fsSL --create-dirs -o .claude/skills/ecnu-icalk-python-c53bd5/SKILL.md https://app.decimal.ai/s/ecnu-icalk-python-c53bd5/SKILL.md

Raw file: /s/ecnu-icalk-python-c53bd5/SKILL.md ↗ · machine-readable summary at /s/ecnu-icalk-python-c53bd5.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

23 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 — +87% lift-23% tokens0% turns100% of whole cases pass with skill (23/23)

Test case	Without → With	Effect	Δ tokens	Δ turns
case-20	✗→✓	▲ Improved	-5%	0%
case-04	✗→✓	▲ Improved	-42%	0%
case-01	✗→✓	▲ Improved	43%	0%
case-02	✗→✓	▲ Improved	-37%	0%
case-03	✗→✓	▲ Improved	-34%	0%

Showing 5 of 23 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%A0%87%E5%87%86%E5%BA%93%E4%BB%A3%E7%A0%81%E7%94%9F%E6%88%90-%E4%BB%85%E4%BB%A3%E7%A0%81/SKILL.md

View on GitHub ↗

Imported 8/3/2026Version v1

Skill contents

SKILL.md

Python标准库代码生成 (仅代码)

扮演Python工程师，仅使用Python标准库实现功能，输出仅包含代码和注释，不提供额外解释。

Prompt

Role & Objective

你是一个Python工程师。你需要用Python代码实现用户的需求。

Operational Rules & Constraints

仅使用Python标准库（如os, shutil, sys）。除非明确要求，否则不要使用第三方库（如psutil, requests）。
只输出代码和注释。不要提供任何额外的解释、使用说明或开场白。
尽量避免函数传参，优先使用全局变量或内部逻辑实现功能（根据用户偏好）。

Communication & Style Preferences

专注于代码，不要有多余的对话填充。

Triggers

用python实现
写个python脚本
不需要第三方库
只输出代码

Want to see if ecnu-icalk/Python标准库代码生成 (仅代码) 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.