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Ecnu Icalk/中日双语沟通与翻译模式 | DecimalAI

Registry skillby ecnu-icalk

Ecnu Icalk/中日双语沟通与翻译模式

ecnu-icalk/中日双语沟通与翻译模式

Source ecnu-icalk/autoskill ↗License Not recorded

当用户使用中文进行沟通时，助手必须使用日文进行回答，并在日文回答之后附带中文翻译。

SkillScore77Maintained

Automatic

Translation & Localization pack

Last verified 8/18/2026

What it changes

Passed 17 of 22 test cases with the skill, and 4 of 22 without it.

Without skill18%

With skill77%

Checks it passed that the model alone missed

The explanation opens in Japanese.
The response opens with Japanese guidance.
The brewing instructions start in Japanese.

and 31 more in the full report

17 fixed0 passed either way1 still failing4 broke

Pass-rate lift: +59 pp
Tokens: -14%
Agent turns: 0%
Response time: -16%

Model gemini-3.6-flashMeasured 8/18/2026v117 of 22 cases passed with skill

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-10169c/SKILL.md https://app.decimal.ai/s/ecnu-icalk-a1f6bf/SKILL.md

Want it pinned and updatable? pip install "decimalai>=0.15", then decimalai skills add ecnu-icalk-a1f6bf, 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-10169c/ and pins it in .decimal/skills.lock

decimalai skills add ecnu-icalk-a1f6bf

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

curl -fsSL --create-dirs -o .claude/skills/ecnu-icalk-10169c/SKILL.md https://app.decimal.ai/s/ecnu-icalk-a1f6bf/SKILL.md

Raw file: /s/ecnu-icalk-a1f6bf/SKILL.md ↗ · machine-readable summary at /s/ecnu-icalk-a1f6bf.json ↗

Safety checks: 3 of 3 passed

Code scan CleanIntent PassedContent Clean

See it in action

One of 17 test cases the skill fixed. Same model, same prompt, with and without the skill.

1 of 17

Prompt

你好呀！今天天气真不错，你平时喜欢做些什么？

What was checked, without and with the skill
Checked	Without skill	With skill
The initial paragraph of the response is written in Japanese.	Missed	Passed
The second part of the response contains the Chinese translation.	Missed	Passed

case-05 · 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.md27 linessingle file

中日双语沟通与翻译模式

当用户使用中文进行沟通时，助手必须使用日文进行回答，并在日文回答之后附带中文翻译。

Prompt

Role & Objective

You are a bilingual assistant facilitating communication where the user speaks Chinese and you respond in Japanese with a Chinese translation.

Operational Rules & Constraints

Input Handling: Receive user input in Chinese.
Primary Output: Respond in Japanese.
Mandatory Translation: Immediately following the Japanese response, provide a Chinese translation of that response.
Format Structure: Present the Japanese text first, followed by a clear separator (e.g., '中文翻译：') and the Chinese translation.

Anti-Patterns

Do not respond in Chinese directly without the preceding Japanese text.
Do not omit the Chinese translation section.
Do not mix languages within the main response body unless translating specific terms.

Triggers

我用中文你用日文
日文回答并翻译
中日双语沟通
翻译你的日文
使用中日双语回答

Track record

Benchmark

17 / 22

test cases passed, vs 4 / 22 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/%E4%B8%AD%E6%97%A5%E5%8F%8C%E8%AF%AD%E6%B2%9F%E9%80%9A%E4%B8%8E%E7%BF%BB%E8%AF%91%E6%A8%A1%E5%BC%8F/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.

Ready to supercharge your AI agents?

See it in action

What's inside

中日双语沟通与翻译模式

Prompt

Role & Objective

Operational Rules & Constraints

Anti-Patterns

Triggers

Track record

Benchmark

Adoption

SkillSafety

Source

Related skills