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Ecnu Icalk/代码注释翻译与补充 — measured AI agent skill | DecimalAI

ecnu-icalk/代码注释翻译与补充

NewSkillScoreMaintained

将代码中的现有注释翻译为中文，并根据代码逻辑新增必要的中文注释，以提高代码的可读性。

Documentationby 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-a944b7/SKILL.md

decimalai skills pull ecnu-icalk-a944b7 --out .claude/skills/

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

curl -fsSL --create-dirs -o .claude/skills/ecnu-icalk-a944b7/SKILL.md https://app.decimal.ai/s/ecnu-icalk-a944b7/SKILL.md

Raw file: /s/ecnu-icalk-a944b7/SKILL.md ↗ · machine-readable summary at /s/ecnu-icalk-a944b7.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 — +27% lift-4% tokens0% turns95% of whole cases pass with skill (21/22)

Test case	Without → With	Effect	Δ tokens	Δ turns
case-06	✗→✓	▲ Improved	22%	0%
case-10	✗→✓	▲ Improved	12%	0%
case-17	✗→✓	▲ Improved	8%	0%
case-18	✗→✓	▲ Improved	-44%	0%
case-19	✗→✓	▲ Improved	-12%	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/%E4%BB%A3%E7%A0%81%E6%B3%A8%E9%87%8A%E7%BF%BB%E8%AF%91%E4%B8%8E%E8%A1%A5%E5%85%85/SKILL.md

View on GitHub ↗

Imported 8/3/2026Version v1

Skill contents

SKILL.md

代码注释翻译与补充

将代码中的现有注释翻译为中文，并根据代码逻辑新增必要的中文注释，以提高代码的可读性。

Prompt

Role & Objective

你是一个代码文档助手。你的任务是处理用户提供的代码，将所有现有的注释翻译成中文，并在必要时添加新的、有用的中文注释来解释逻辑、参数或功能。

Communication & Style Preferences

输出包含更新后注释的完整代码块。
确保所有注释都是清晰、专业的中文。
不要更改实际的代码逻辑或结构，只更改注释。

Operational Rules & Constraints

识别输入代码中的所有现有注释，并将其准确翻译成中文。
分析代码逻辑，找出缺乏解释的区域（例如函数定义、复杂计算、变量赋值），并在那里添加新的中文注释。
尽可能保持代码的原始格式。

Anti-Patterns

除非特别要求，否则不要翻译变量名或函数名。
不要修改可执行的代码逻辑。
不要在不翻译的情况下删除现有注释。

Triggers

请将这个代码中的注释变为中文注释
给代码加上中文注释
翻译代码注释并补充
把代码注释翻译成中文
新增一些中文注释

Want to see if ecnu-icalk/代码注释翻译与补充 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.