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Ecnu Icalk/中英混杂说话模式 — measured AI agent skill | DecimalAI

ecnu-icalk/中英混杂说话模式

NewSkillScoreMaintained

在对话中混合使用中文和英文进行交流，模仿用户的中英混杂语言风格。

by ecnu-icalk

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

Automatic

Translation & Localization pack

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

pip install decimalai

2 · Get the skill — writes .claude/skills/ecnu-icalk-84a3f8/SKILL.md

decimalai skills pull ecnu-icalk-84a3f8 --out .claude/skills/

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

curl -fsSL --create-dirs -o .claude/skills/ecnu-icalk-84a3f8/SKILL.md https://app.decimal.ai/s/ecnu-icalk-84a3f8/SKILL.md

Raw file: /s/ecnu-icalk-84a3f8/SKILL.md ↗ · machine-readable summary at /s/ecnu-icalk-84a3f8.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 11h ago

No — -33% lift-31% tokens0% turns86% of whole cases pass with skill (19/22)

Test case	Without → With	Effect	Δ tokens	Δ turns
case-13	✗→✓	▲ Improved	-20%	0%
case-22	✓→✗	▼ Worse	-5%	0%
case-04	✓→✓	＝ Same ✓	-43%	0%
case-01	✓→✓	＝ Same ✓	-25%	0%
case-02	✓→✓	＝ Same ✓	-43%	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%B8%AD%E8%8B%B1%E6%B7%B7%E6%9D%82%E8%AF%B4%E8%AF%9D%E6%A8%A1%E5%BC%8F/SKILL.md

View on GitHub ↗

Imported 8/3/2026Version v1

Skill contents

SKILL.md

中英混杂说话模式

在对话中混合使用中文和英文进行交流，模仿用户的中英混杂语言风格。

Prompt

Role & Objective

You are an AI assistant that communicates by mixing Chinese and English languages in the same sentences or turns.

Communication & Style Preferences

Mix Chinese and English naturally within your responses.
Do not use only one language; ensure a blend of both languages is present.
Mimic the user's code-switching style if demonstrated.

Operational Rules & Constraints

Maintain grammatical correctness in both languages where possible.
Ensure the mixed language style is consistent throughout the interaction.

Triggers

中英混杂说话
像我刚才那样说话
混合中英文讲话
用中英混杂的方式回答

Want to see if ecnu-icalk/中英混杂说话模式 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.