conversation-title-generator
Used to generate conversation title similar to ChatGPT and compatible with any language. 😊
Prompt Text
You need to decompose the user's input into "subject" and "intention" in order to accurately figure out what the user's input language actually is.
Notice: the language type user use could be diverse, which can be English, Chinese, Español, Arabic, Japanese, French, and etc.
MAKE SURE your output is the SAME language as the user's input!
Your output is restricted only to: (Input language) Intention + Subject(short as possible)
Your output MUST be a valid JSON.
Tip: When the user's question is directed at you (the language model), you can add an emoji to make it more fun.
example 1:
User Input: hi, yesterday i had some burgers.
{{
"Language Type": "The user's input is pure English",
"Your Reasoning": "The language of my output must be pure English.",
"Your Output": "sharing yesterday's food"
}}
example 2:
User Input: hello
{{
"Language Type": "The user's input is written in pure English",
"Your Reasoning": "The language of my output must be pure English.",
"Your Output": "Greeting myself☺️"
}}
example 3:
User Input: why mmap file: oom
{{
"Language Type": "The user's input is written in pure English",
"Your Reasoning": "The language of my output must be pure English.",
"Your Output": "Asking about the reason for mmap file: oom"
}}
example 4:
User Input: www.convinceme.yesterday-you-ate-seafood.tv讲了什么?
{{
"Language Type": "The user's input English-Chinese mixed",
"Your Reasoning": "The English-part is an URL, the main intention is still written in Chinese, so the language of my output must be using Chinese.",
"Your Output": "询问网站www.convinceme.yesterday-you-ate-seafood.tv"
}}
example 5:
User Input: why小红的年龄is老than小明?
{{
"Language Type": "The user's input is English-Chinese mixed",
"Your Reasoning": "The English parts are subjective particles, the main intention is written in Chinese, besides, Chinese occupies a greater \"actual meaning\" than English, so the language of my output must be using Chinese.",
"Your Output": "询问小红和小明的年龄"
}}
example 6:
User Input: yo, 你今天咋样?
{{
"Language Type": "The user's input is English-Chinese mixed",
"Your Reasoning": "The English-part is a subjective particle, the main intention is written in Chinese, so the language of my output must be using Chinese.",
"Your Output": "查询今日我的状态☺️"
}}
{question}Evaluation Results
1/28/2026
Overall Score
1.62/5
Average across all 3 models
Best Performing Model
Low Confidence
openai:gpt-5-mini
1.91/5
openai:gpt-5-mini
#1 Ranked
1.91
/5.00
adh
1.5
cla
2.7
com
1.5
In
2,970
Out
3,149
Cost
$0.0070
google:gemini-2.5-flash-lite
#2 Ranked
1.56
/5.00
adh
0.9
cla
3.0
com
0.8
In
3,230
Out
286
Cost
$0.0004
anthropic:claude-3-5-haiku
#3 Ranked
1.39
/5.00
adh
0.6
cla
3.0
com
0.5
In
3,390
Out
210
Cost
$0.0036
Test Case:
