Refactor SkipDetector category descriptions for enhanced specificity and clarity, improving semantic classification and detection accuracy.

This commit is contained in:
mtayfur
2025-10-06 02:24:59 +03:00
parent 5c91a53ded
commit 9a5c6b8f58

View File

@@ -343,184 +343,189 @@ class SkipDetector:
"""Semantic-based content classifier using zero-shot classification with category descriptions."""
TECHNICAL_CATEGORY_DESCRIPTIONS = [
"Python code def class import return function calculates Fibonacci dynamic programming algorithm implementation",
"singleton pattern thread-safe lazy initialization design pattern factory builder implementation",
"JavaScript React code const let var function JSX return useState useEffect hooks implementation",
"error exception traceback TypeError NullPointerException IndexError segmentation fault core dumped output",
"HTTP 404 not found 500 server error 403 forbidden resource failed endpoint API error",
"terminal command line dollar sudo apt-get npm install docker run git clone commands",
"JSON object curly braces nested data array key colon value JSON content syntax",
"configuration file YAML nested properties database connection settings host port credentials config",
"WebSocket connection established on port 8080 binary message protocol real-time server communication",
"REST API endpoint POST GET PUT request response payload authentication bearer token",
"GraphQL mutation query fragment schema resolver field argument implementation syntax",
"file path directory /etc /var /usr /home config log lib bin system32",
"algorithm uses binary search tree O(log n) time complexity hash table implementation",
"markdown horizontal rule separator dashes equals asterisks underscores heading",
"code block indentation whitespace nested function body class method formatted",
"Kubernetes Docker container deployment manifest spec replicas image registry pods",
"SQL query statement select join where table column row index syntax",
"log output INFO WARN DEBUG timestamp server started on port connection failed memory",
"stack trace at line module raised exception caught unhandled error debugging trace",
"regex pattern regular expression match groups capture backslash escape metacharacter wildcard",
"unit test pytest jest mocha assertion mock fixture describe it expect testing framework",
"CI CD pipeline Jenkins GitHub Actions workflow build deploy automation continuous integration",
"TypeScript interface type generic extends implements compiler strict mode declaration",
"CSS stylesheet selector property flexbox grid responsive media query animation transform",
"database schema table primary key foreign key index migration ALTER CREATE DROP",
"git commit push pull merge branch conflict rebase HEAD origin master main repository",
"npm package.json dependencies install build script version node_modules webpack babel",
"API response status code headers body JSON XML parsing serialization deserialization",
"AWS S3 bucket EC2 instance Lambda function CloudFormation region availability zone",
"nginx apache server configuration virtual host proxy redirect location upstream",
"Python code def class import return function calculates Fibonacci dynamic programming algorithm implementation optimization",
"singleton pattern thread-safe lazy initialization design pattern factory builder observer strategy implementation structure",
"JavaScript React code const let var function JSX return useState useEffect hooks component implementation",
"error exception traceback TypeError NullPointerException IndexError segmentation fault core dumped stack overflow output",
"HTTP 404 not found 500 server error 403 forbidden 401 unauthorized resource failed endpoint API error response",
"terminal command line shell dollar sudo apt-get npm install docker run git clone commands execution",
"JSON object curly braces nested data array key colon value syntax structure parsing serialization",
"configuration file YAML nested properties database connection settings host port credentials environment variables config",
"WebSocket connection established on port 8080 binary message protocol real-time bidirectional server client communication",
"REST API endpoint POST GET PUT DELETE PATCH request response payload authentication bearer token header",
"GraphQL mutation query fragment schema resolver field argument type implementation syntax structure definition",
"file path directory /etc /var /usr /home /lib config log bin system32 absolute relative path",
"algorithm uses binary search tree O(log n) time complexity space hash table array implementation",
"markdown horizontal rule separator dashes equals asterisks underscores heading code block syntax formatting",
"code block indentation whitespace tabs spaces nested function body class method formatted structure syntax",
"Kubernetes Docker container deployment manifest spec replicas image registry pods orchestration cluster namespace",
"SQL query statement select insert update delete join where table column row index primary key syntax",
"log output INFO WARN ERROR DEBUG timestamp level server started on port connection failed memory usage",
"stack trace at line number module file raised exception caught unhandled error debugging trace traceback",
"regex pattern regular expression match groups capture backslash escape metacharacter wildcard quantifier character class",
"unit test pytest jest mocha assertion expect mock spy fixture describe it beforeEach testing framework suite",
"CI CD pipeline Jenkins GitHub Actions GitLab workflow build deploy test automation continuous integration delivery",
"TypeScript interface type generic extends implements compiler strict mode any unknown never declaration file",
"CSS stylesheet selector property value flexbox grid display responsive media query animation transform transition",
"database schema table primary key foreign key constraint index migration ALTER CREATE DROP INSERT UPDATE",
"git commit push pull merge branch conflict rebase cherry-pick HEAD origin master main develop repository remote",
"npm package.json dependencies devDependencies install build start script version node_modules webpack babel configuration",
"API response status code 200 404 500 headers body content-type JSON XML parsing serialization deserialization",
"AWS S3 bucket EC2 instance Lambda function CloudFormation stack template region availability zone IAM role",
"nginx apache server configuration virtual host proxy pass reverse redirect location upstream load balancer",
]
META_INSTRUCTION_CATEGORY_DESCRIPTIONS = [
"thanks thank you appreciate helpful got it understand makes sense okay cool sounds good",
"please excuse me sorry hope you well no worries all good polite",
"yes correct absolutely agree exactly right indeed totally completely agreement",
"goodbye see you later talk soon have great day take care bye farewell",
"gratitude appreciation help grateful assistance exceeded expectations thanks much",
"apology previous messages sorry confusion let me clarify what I meant clarification",
"asking better questions will try be more specific vague question meta",
"format output return structure as JSON YAML CSV table list markdown formatting instruction",
"adjust response make shorter longer simpler detailed bullet points numbered list style",
"rewrite rephrase translate summarize paraphrase previous response output answer instruction",
"change tone formal casual technical professional explain like five years old tone",
"can you explain that again repeat simpler words break down clarify confused understand",
"give me bullet points numbered list step by step table format organize structure",
"make it shorter concise brief condensed summarized trim down reduce length",
"expand elaborate more detail depth comprehensive thorough extensive explanation",
"show example provide sample demonstrate illustrate case scenario instance",
"continue keep going more add finish complete rest of remaining",
"stop enough that's sufficient good for now pause hold on wait",
"thanks thank you very much appreciate helpful assistance got it understand makes sense okay cool sounds good",
"please excuse me sorry apologies hope you well no worries all good polite courteous respectful",
"yes correct absolutely agree exactly right indeed totally completely agreement affirmative confirmation positive acknowledgment",
"goodbye see you later talk soon have great day take care bye farewell until next time",
"gratitude appreciation help grateful thankful assistance support exceeded expectations thanks much very helpful extremely appreciate",
"apology previous messages sorry confusion mistake let me clarify what I meant correction clarification explanation",
"asking better questions will try be more specific precise detailed clear vague question meta feedback improvement",
"format output return structure organize as JSON YAML CSV table list markdown formatting instruction style presentation",
"adjust response make shorter longer simpler detailed comprehensive bullet points numbered list style tone length format",
"rewrite rephrase translate summarize paraphrase condense previous response output answer again differently instruction reformulate",
"change tone formal casual technical professional friendly explain like five years old simple conversational academic style",
"can you explain that again repeat simpler words break down step by step clarify confused understand elaborate",
"give me bullet points numbered list step by step instructions table format organize structure layout presentation",
"make it shorter concise brief condensed summarized trim down reduce length compact minimize words simplify",
"expand elaborate more detail depth comprehensive thorough extensive explanation additional information context background complete",
"show example provide sample code demonstrate illustrate practical case scenario instance real-world application use case",
"continue keep going more add additional finish complete rest of remaining content conclusion end",
"stop enough that's sufficient adequate good for now pause hold on wait interrupt halt",
]
FACTUAL_QUERY_CATEGORY_DESCRIPTIONS = [
"What is How does Why Explain Define question seeking knowledge photosynthesis internet blockchain concept",
"Explain how internet works photosynthesis works hash tables work protocols architecture question seeking explanation",
"question dates events history geography science When did Who discovered What happened inquiry factual",
"how-to question instructions steps process recipe How do you make How to change general inquiry",
"How does work What is question about concepts hash tables HTTPS encryption TCP UDP REST API architecture",
"What is difference between Compare question differences RAM ROM Python Java TCP UDP comparison inquiry",
"Who What When Where question historical figures events Who invented When was inquiry factual",
"Explain How What Why question understanding concepts neural networks seasons photosynthesis data structures",
"How do work question about systems architecture concepts databases dependency injection REST API protocols",
"What How Why Who When Where Explain Define question seeking factual general knowledge information",
"What causes climate change global warming greenhouse effect carbon dioxide emissions",
"How does machine learning work neural network training gradient descent backpropagation",
"Who was first president United States founding fathers declaration independence history",
"What is capital of France Japan Brazil country geography world map location",
"Explain theory of relativity Einstein quantum mechanics physics black holes universe",
"How to tie necktie change tire reset password bake cookies general instructions",
"What does GDP mean acronym definition terminology vocabulary business economics",
"Why is sky blue ocean salty scientific explanation natural phenomenon",
"Tell me about Roman Empire ancient civilization historical period world war",
"What is best way to learn programming language study effectively general advice",
"How many countries in world population of China area of Russia facts statistics",
"What are symptoms of flu diabetes cancer medical information disease condition",
"Explain blockchain cryptocurrency Bitcoin mining decentralized ledger technology concept",
"What is photosynthesis cellular respiration mitosis meiosis biology process",
"What is How does Why Explain Define question seeking knowledge information photosynthesis internet blockchain concept theory",
"Explain how internet works photosynthesis works hash tables work protocols architecture system mechanisms question seeking explanation",
"question dates events history geography science When did Who discovered What happened historical inquiry factual information",
"how-to question instructions steps process procedure recipe tutorial How do you make How to change general inquiry",
"How does work What is question about concepts mechanisms hash tables HTTPS encryption TCP UDP REST API architecture",
"What is difference between Compare contrast question differences similarities RAM ROM Python Java TCP UDP comparison inquiry",
"Who What When Where question historical figures events people Who invented When was discovered inquiry factual knowledge",
"Explain How What Why question understanding concepts principles neural networks seasons photosynthesis climate data structures",
"How do work question about systems architecture concepts technology databases dependency injection REST API protocols mechanisms",
"What How Why Who When Where Explain Define Tell me about question seeking factual general knowledge information",
"What causes climate change global warming greenhouse effect carbon dioxide emissions environmental science natural phenomenon",
"How does machine learning work neural network training gradient descent backpropagation algorithm artificial intelligence deep learning",
"Who was first president country leader founding fathers declaration independence constitution history government political figure",
"What is capital city of country location geography world map continent region area place",
"Explain theory of relativity quantum mechanics physics Einstein scientist black holes universe space time gravity",
"How to tie necktie knot change tire fix reset password bake cookies recipe general instructions tutorial",
"What does GDP mean acronym abbreviation definition terminology vocabulary business economics finance concept explanation",
"Why is sky blue ocean salty scientific explanation reason cause natural phenomenon physics chemistry question",
"Tell me about Roman Empire ancient civilization historical period culture world war events timeline history",
"What is best way to learn programming language study effectively tips advice recommendation general strategy method",
"How many countries in world population of country statistics data facts figures numbers demographic information",
"What are symptoms of flu diabetes cancer disease medical information health condition illness diagnosis treatment",
"Explain blockchain cryptocurrency Bitcoin mining Ethereum decentralized distributed ledger technology concept digital currency smart contracts",
"What is photosynthesis cellular respiration mitosis meiosis DNA biology process life science organism cell function",
]
PURE_MATH_CALCULATION_CATEGORY_DESCRIPTIONS = [
"pure arithmetic explicit numbers calculate 15 percent of 250 solve 45 times 67 multiply add subtract divide numeric",
"mathematical expression numbers operators 2 plus 3 times 4 divided by 5 what is 123 times 456 numeric calculation",
"unit conversion numeric values convert 100 kilometers to miles 72 fahrenheit to celsius degrees metric imperial numbers",
"percentage calculation explicit numbers what is 25 percent of 800 discount price 30 off numeric percentage",
"algebra equation explicit numbers solve for x in equation 2x plus 5 equals 15 quadratic formula numeric values",
"geometry calculation numeric measurements area of circle radius 5 volume of cube side 10 circumference numeric dimensions",
"tip calculation restaurant bill 87.50 dollars 15 percent 18 percent 20 percent gratuity",
"compound interest calculate savings 5000 dollars annual rate 4 percent years investment",
"mortgage payment monthly calculate 300000 loan 30 years interest rate 3.5 percent",
"what is square root of 144 256 cube root 27 exponent power calculation",
"statistics mean median mode average dataset numbers 12 15 18 20 22 calculate",
"probability chance rolling dice flipping coin odds percentage likelihood numeric",
"what is 23 plus 456 minus 78 times 9 divided by 3 equals arithmetic",
"convert 5 feet 9 inches to centimeters meters height weight pounds kilograms",
"calculate BMI body mass index weight 180 pounds height 5 feet 10 inches",
"how many days between January 15 and March 20 date difference calculation",
"what is 15 percent tip on 65.40 bill split check 4 people each pays",
"pure arithmetic explicit numbers calculate 15 percent of 250 solve 45 times 67 multiply add subtract divide numeric computation",
"mathematical expression numbers operators 2 plus 3 times 4 divided by 5 what is 123 times 456 numeric calculation arithmetic",
"unit conversion numeric values convert 100 kilometers to miles 72 fahrenheit to celsius degrees metric imperial measurement numbers",
"percentage calculation explicit numbers what is 25 percent of 800 discount price 30 off numeric percentage proportion",
"algebra equation explicit numbers solve for x variable in equation 2x plus 5 equals 15 quadratic formula numeric values",
"geometry calculation numeric measurements area of circle radius 5 volume of cube side 10 circumference perimeter numeric dimensions",
"tip calculation restaurant bill 87.50 dollars 15 percent 18 percent 20 percent gratuity service charge amount numeric",
"compound interest calculate savings 5000 dollars annual rate 4 percent years investment growth principal numeric financial calculation",
"mortgage payment monthly calculate 300000 loan 30 years interest rate 3.5 percent amortization schedule numeric financial math",
"what is square root of 144 256 cube root 27 64 exponent power 2 3 calculation numeric",
"statistics mean median mode average standard deviation dataset numbers 12 15 18 20 22 calculate distribution numeric",
"probability chance odds rolling dice flipping coin percentage likelihood random event outcome numeric statistical calculation",
"what is 23 plus 456 minus 78 times 9 divided by 3 equals order operations arithmetic numeric calculation",
"convert 5 feet 9 inches to centimeters meters height weight pounds kilograms imperial metric conversion numeric measurement",
"calculate BMI body mass index weight 180 pounds height 5 feet 10 inches health metric numeric formula",
"how many days hours minutes between January 15 and March 20 date time difference calculation duration numeric",
"what is 15 percent tip on 65.40 bill split check 4 people each pays amount numeric calculation",
]
EXPLICIT_TRANSLATION_CATEGORY_DESCRIPTIONS = [
"translation instruction with word translate and explicit text to translate in quotes brackets like translate this Hello how are you",
"translation request how do you say specific word phrase in language like how do you say thank you in Spanish French German",
"language conversion with word translate convert and text block source text followed by content",
"phrase translation with quoted bracketed text translate I am hungry to French Spanish translate explicit phrase",
"sentence translation with word translate translation and actual source text what is translation of I love you to Italian",
"translation with colon separator translate colon followed by sentence or text source language to target language",
"language translation with explicit source text in quotes brackets after colon translate to Spanish French German Italian Japanese",
"translate followed by colon and explicit text Translate colon Where is the train station to Portuguese",
"how to say specific word phrase in foreign language like how to say computer in French hello in Spanish",
"translate paragraph text with word translate and following paragraph colon This is test translate to",
"translate the following to Spanish French German Italian Japanese Chinese Arabic Russian",
"what is French Spanish German word for computer house beautiful thank you",
"convert this text to another language translate sentence paragraph to target language",
"how do I say in Spanish French where is bathroom I need help please",
"translate quote The quick brown fox jumps over lazy dog to language",
"give me Japanese Spanish German translation of specific quoted text passage",
"translation instruction with word translate and explicit text to translate in quotes brackets like translate this Hello how are you to Spanish",
"translation request how do you say specific word phrase expression in language like how do you say thank you in Spanish French German",
"language conversion with word translate convert and text block paragraph source text followed by target language content translation",
"phrase translation with quoted bracketed text translate I am hungry to French Spanish translate explicit phrase sentence language",
"sentence translation with word translate translation and actual source text what is translation of I love you to Italian Portuguese",
"translation with colon separator translate colon followed by sentence or text source language to target language output result",
"language translation with explicit source text in quotes brackets after colon translate to Spanish French German Italian Japanese Chinese",
"translate followed by colon and explicit text Translate colon Where is the train station bathroom to Portuguese Arabic Russian",
"how to say specific word phrase expression in foreign language like how to say computer hello goodbye in French Spanish",
"translate paragraph text block with word translate and following paragraph colon This is test sentence translate to target language",
"translate the following sentence paragraph text to Spanish French German Italian Japanese Chinese Arabic Russian Korean Portuguese",
"what is French Spanish German Italian word for computer house beautiful thank you hello goodbye common phrase translation",
"convert this text sentence paragraph to another language translate sentence paragraph passage to target foreign language output",
"how do I say in Spanish French German where is bathroom I need help please emergency phrase translation",
"translate quote sentence The quick brown fox jumps over lazy dog to language target output result",
"give me Japanese Spanish German French Italian translation of specific quoted text passage sentence paragraph block",
]
GRAMMAR_PROOFREADING_CATEGORY_DESCRIPTIONS = [
"proofreading request with incorrect text like fix grammar in this here is my draft check for typos in quoted text",
"grammar correction with specific wrong text or sentence like She don't like Their going too the store",
"spelling punctuation check with specific text to review and fix errors in provided passage",
"copy editing with text like proofread this paragraph correct errors fix mistakes in text block",
"error correction like check this text for mistakes review sentence for grammar problems with text included",
"typo fixing with text containing errors like Teh quick brown fox check spelling in this paragraph",
"sentence correction with wrong grammar like fix this I has three book correct the punctuation",
"check my writing for grammar spelling mistakes errors in this text passage essay",
"is this sentence correct grammatically proper Their going to they're house there",
"proofread my email letter essay with provided text content check clarity flow",
"improve my writing make this better more professional formal academic style",
"correct punctuation comma splice run-on sentence fragment capitalization errors",
"word choice suggestion better alternative synonym replace improve vocabulary",
"does this make sense is this clear understandable readable coherent phrasing",
"active voice passive voice sentence structure parallel construction revision",
"proofreading request with incorrect text like fix grammar spelling in this here is my draft check for typos errors in quoted text passage",
"grammar correction with specific wrong text or sentence like She don't like Their going too the store incorrect verb tense agreement",
"spelling punctuation check with specific text to review and fix errors mistakes in provided passage paragraph document content",
"copy editing with text like proofread this paragraph correct errors fix mistakes typos in text block document passage content",
"error correction like check this text for mistakes review sentence for grammar problems spelling issues with text passage included",
"typo fixing with text containing errors mistakes like Teh quick brown fox check spelling punctuation in this paragraph document",
"sentence correction with wrong grammar like fix this I has three book correct the punctuation comma splice run-on fragment",
"check my writing for grammar spelling mistakes errors typos in this text passage essay document paper content review",
"is this sentence correct grammatically proper accurate Their going to they're house there their they're usage grammar question",
"proofread my email letter essay document with provided text content check clarity flow coherence readability grammar spelling punctuation",
"improve my writing make this better more professional formal academic casual style tone clarity conciseness readability enhancement",
"correct punctuation comma splice run-on sentence fragment capitalization errors apostrophe quotation marks period semicolon colon usage",
"word choice suggestion better alternative synonym replace improve vocabulary diction phrasing expression more precise accurate appropriate",
"does this make sense is this clear understandable readable coherent logical phrasing sentence structure paragraph organization flow",
"active voice passive voice sentence structure parallel construction subject verb agreement tense consistency revision grammar syntax",
]
CONVERSATIONAL_CATEGORY_DESCRIPTIONS = [
"statement about family members by name mentioning spouse children parents siblings relatives with specific names or roles",
"expression of lasting personal feelings emotions core preferences values beliefs or dislikes about life situations",
"description of established personal hobbies regular activities consistent interests or meaningful pursuits the person does",
"significant career information about current job specific workplace company name professional role or work situation",
"major life plans important personal goals long-term aspirations meaningful future intentions or life decisions",
"personal decision experience choice about important life matters relationships family or individual circumstances",
"meaningful personal story memory reflection about significant past life experiences or events",
"personal background information about hometown childhood education cultural heritage or formative life experiences",
"health information about medical conditions treatments ongoing health situations physical attributes or personal wellness",
"personal question seeking advice about specific individual life situations relationships family decisions or personal circumstances",
"request for recommendations based on stated personal context preferences needs situation location or individual requirements",
"learning statement expressing personal interest in understanding something new as part of career transition personal development my course my class my school certification",
"question about helping family member child spouse or relative with their interests education or personal needs",
"statement about personal challenges struggles confusion anxiety with work tasks technology language skills writing grammar at job workplace or in professional setting career imposter syndrome",
"personal language learning like I am learning Spanish for move taking French lessons for job studying Mandarin because my wife speaks it German for university with personal motivation",
"personal request for help with specific technology problem at job workplace or in personal project with named context like I am having trouble with React at my job",
"planning party celebration event for my child family member with specific personal context like my daughter birthday my son graduation",
"relationship status change I got married engaged dating divorced separated with partner spouse boyfriend girlfriend specific person name",
"pet ownership statement I adopted got have dog cat bird named specific name my pet family animal",
"moving relocation I moved am moving to new city country state from previous location with personal reason context",
"dietary preference restriction I am vegetarian vegan gluten-free lactose intolerant allergic to with lasting personal commitment",
"religious cultural practice I celebrate observe follow Christian Jewish Muslim Hindu Buddhist tradition faith belief",
"living situation I live with roommate alone parents family bought house apartment rent own",
"transportation vehicle I drive own have car specific make model commute to work bike public transit",
"financial situation I am saving for house on budget tight money planning retirement investment",
"anniversary birthday milestone my wedding anniversary is my birthday is my child graduated turned specific date age",
"personal project working on book writing novel painting music hobby with emotional investment meaningful pursuit",
"skill development I am learning play guitar piano instrument speak language for personal fulfillment enjoyment",
"exercise fitness routine I go to gym run yoga regularly established consistent habit activity",
"food preferences I love hate favorite cuisine dish allergy intolerance lasting taste preference aversion",
"work schedule I work night shift remote from home freelance part-time hours schedule arrangement",
"education background I graduated from university college degree major studied at school certification",
"pet preferences I prefer like love cats dogs birds animals specific type breed characteristics",
"home life I live in specific city neighborhood area near landmark with context details",
"personal values I care about believe in strongly value environment sustainability social justice causes",
"medical history I have been diagnosed with condition taking medication treatment ongoing health situation",
"phobias fears I am afraid of heights flying spiders enclosed spaces significant lasting fear",
"personal achievements I got promoted received award completed certification marathon significant accomplishment milestone",
"social preferences I am introvert extrovert prefer small groups crowds socializing alone time personality trait",
"sleep schedule I am night owl early bird work late shift sleep pattern routine",
"statement about family members by name mentioning spouse children parents siblings relatives grandparents with specific names or family roles relationships",
"expression of lasting personal feelings emotions core preferences values beliefs principles or dislikes about life situations experiences worldview",
"description of established personal hobbies regular activities consistent interests passions or meaningful pursuits the person does engages in regularly",
"significant career information about current job position specific workplace company name professional role responsibilities or work situation employment",
"major life plans important personal goals long-term aspirations meaningful future intentions life decisions dreams objectives achievements milestones",
"personal decision experience choice about important life matters relationships family career health or individual circumstances situations",
"meaningful personal story memory reflection about significant past life experiences events milestones moments that shaped the person",
"personal background information about hometown childhood upbringing education cultural heritage ethnicity or formative life experiences identity",
"health information about medical conditions treatments medications ongoing health situations physical attributes wellness fitness or personal healthcare",
"personal question seeking advice about specific individual life situations relationships family decisions personal circumstances challenges problems",
"request for recommendations based on stated personal context preferences needs situation location lifestyle or individual requirements specific constraints",
"learning statement expressing personal interest in understanding something new as part of career transition personal development my course my class my school certification degree program studies",
"question about helping family member child spouse partner or relative with their interests education personal needs activities homework projects",
"statement about personal challenges struggles confusion anxiety stress with work tasks technology language skills writing grammar at job workplace or in professional setting career imposter syndrome self-doubt",
"personal language learning like I am learning Spanish for move trip taking French lessons for job studying Mandarin because my wife speaks it German for university with personal motivation context reason",
"personal request for help with specific technology problem issue at job workplace or in personal project with named context like I am having trouble with React at my job working on website",
"planning party celebration event for my child family member with specific personal context like my daughter birthday party my son graduation wedding anniversary family gathering",
"relationship status change I got married engaged dating divorced separated with partner spouse boyfriend girlfriend fiancé specific person name relationship milestone",
"pet ownership statement I adopted got have dog cat bird fish hamster named specific name my pet family animal companion breed age characteristics",
"moving relocation I moved am moving to new city country state apartment house from previous location with personal reason context job family school",
"dietary preference restriction I am vegetarian vegan pescatarian gluten-free lactose intolerant allergic to with lasting personal commitment health ethical religious reasons",
"religious cultural practice I celebrate observe follow Christian Jewish Muslim Hindu Buddhist tradition faith belief spirituality religious identity cultural background",
"living situation I live with roommate alone parents family partner bought rented house apartment condo studio living arrangements home environment",
"transportation vehicle I drive own have car specific make model year commute to work school bike bicycle public transit metro bus train",
"financial situation I am saving for house down payment on budget tight money limited funds planning retirement investment portfolio goals financial planning",
"anniversary birthday milestone my wedding anniversary is my birthday is coming my child graduated turned specific date age celebration special occasion event",
"personal project working on book writing novel screenplay painting drawing art music composition hobby with emotional investment meaningful creative pursuit passion",
"skill development I am learning play guitar piano violin instrument speak language coding programming for personal fulfillment enjoyment growth self-improvement",
"exercise fitness routine I go to gym run jog yoga pilates swimming regularly established consistent habit activity health wellness physical fitness",
"food preferences I love hate dislike favorite least favorite cuisine dish meal allergy intolerance lasting taste preference aversion dietary likes dislikes",
"work schedule I work night shift day shift remote from home office hybrid freelance part-time full-time hours schedule arrangement flexibility",
"education background I graduated from university college high school degree major minor studied at school institution certification program educational history",
"pet preferences I prefer like love dislike cats dogs birds fish reptiles animals specific type breed species characteristics personality traits",
"home life I live in specific city neighborhood area district near landmark location with context details geographic information residential area community",
"personal values I care about believe in strongly value support environment sustainability social justice equality causes activism principles ethics morals",
"medical history I have been diagnosed with condition disease illness taking medication prescription treatment therapy ongoing health situation chronic condition",
"phobias fears I am afraid of scared terrified heights flying airplanes spiders insects enclosed spaces claustrophobia significant lasting fear anxiety",
"personal achievements I got promoted received award won competition completed certification marathon project significant accomplishment milestone success recognition",
"social preferences I am introvert extrovert ambivert prefer small groups large crowds parties socializing alone time solitude personality trait social behavior",
"sleep schedule I am night owl early bird morning person work late shift early shift sleep pattern routine circadian rhythm habits",
"workplace emotional struggle feeling overwhelmed anxious stressed burned out at my new job my first role position after graduating college at company startup worried not contributing enough asking too many questions feeling inadequate imposter syndrome",
"parenting milestone planning my daughter son child birthday party celebration she he loves dinosaurs T-Rex Triceratops princesses superheroes having it at local park venue with kids children from her his class school peanut allergy dietary restriction",
"career switch planning to change transition from marketing sales to data science software engineering taking online courses bootcamp in Python JavaScript machine learning for past six months year my marketing sales background previous experience",
"adopting rescue pet my husband wife partner and I thinking about considering adopting rescue shelter dog cat puppy kitten we live in two-bedroom apartment house work from home remote enjoy hiking running outdoor activities walking",
"personal learning for my physics chemistry biology course for my creative writing literature poetry class help me understand explain learn for my degree program major my university college assignment homework project paper",
]
class SkipReason(Enum):