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Refactor SkipDetector category descriptions for clarity and conciseness
This commit is contained in:
mtayfur
223
memory_system.py
223
memory_system.py
@@ -343,170 +343,165 @@ class SkipDetector:
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"""Semantic-based content classifier using zero-shot classification with category descriptions."""
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TECHNICAL_CATEGORY_DESCRIPTIONS = [
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"complete programming code with function definitions class declarations variable assignments import statements or code syntax",
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"error messages with stack traces exception types file paths line numbers or error codes without personal context",
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"system logs with timestamps severity levels and status indicators like ERROR INFO WARN DEBUG",
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"shell terminal commands starting with dollar signs or containing commands like sudo git npm docker apt-get pip curl",
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"structured data in JSON XML YAML CSV format with nested objects arrays brackets or key-value pairs",
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"technical documentation describing APIs configurations file formats system specifications or protocols",
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"formatted tables lists or outputs with multiple rows columns headers or consistent structured entries",
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"debugging output diagnostic information performance metrics system status or build reports",
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"impersonal technical question asking how technology works explaining programming concepts algorithms data structures protocols without my job my project or my career",
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"abstract question about technical comparisons differences theoretical computer science concepts without I am learning or personal development context",
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"description of programming algorithm implementation with complexity analysis like O notation time complexity space complexity or algorithmic approach without personal project",
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"general technical explanation about software architecture design patterns microservices authentication systems backend implementation without my work my job context",
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"discussion of API endpoints HTTP methods request response formats REST GraphQL WebSocket protocols without I am building or personal application",
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"explanation of code functionality behavior logic flow with technical terms but without I am struggling I have trouble or career anxiety context",
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"Windows file paths with backslashes like C colon backslash Program Files or drive letters in technical context",
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"deployment scripts configuration files with multiple technical components paths URLs commands without personal deployment story",
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"error stack trace with file paths line numbers exception names like NullPointerException SegmentationFault RuntimeError without personal debugging story",
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"system error messages with error codes status codes HTTP codes like 404 500 like Connection refused Timeout Exception without personal context",
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"application logs with INFO WARN ERROR DEBUG levels timestamps log entries without my application my system",
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"API query syntax like GraphQL query REST endpoint cURL command HTTP request without I am building my API",
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"technical error output like compilation errors runtime exceptions segmentation faults core dumps without personal project context",
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"code snippet with syntax highlighting language markers like python javascript java without personal implementation story",
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"React JSX component code with angle brackets curly braces className props like const Component equals arrow function return JSX",
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"HTTP error status codes like 404 Not Found 500 Internal Server Error 403 Forbidden with status messages",
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"GraphQL query syntax with query mutation fragment type definitions like query curly brace field arguments",
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"debug level logs with DEBUG prefix timestamp log level debug output without personal application debugging story",
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"single command line with pipe operators like curl pipe jq grep pipe sed awk pipe without personal story context",
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"stack trace with arrow notation like function1 arrow function2 arrow function3 showing call sequence without debugging my code",
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"single line DEBUG log with request headers response details authorization content-type without my application my debugging",
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"programming code with function definitions class declarations variable assignments import statements or syntax",
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"error messages with stack traces exception types file paths line numbers or codes without personal context",
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"system logs with timestamps severity levels status indicators like ERROR INFO WARN DEBUG",
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"shell terminal commands with dollar signs or sudo git npm docker apt-get pip curl",
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"structured data in JSON XML YAML CSV format with nested objects arrays brackets key-value pairs",
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"technical documentation describing APIs configurations file formats system specifications protocols",
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"formatted tables lists outputs with multiple rows columns headers structured entries",
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"debugging output diagnostic information performance metrics system status build reports",
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"impersonal technical question about how technology works programming concepts algorithms data structures protocols without my job project career",
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"abstract question about technical comparisons theoretical computer science concepts without I am learning or personal development",
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"programming algorithm implementation with complexity analysis O notation time space complexity algorithmic approach without personal project",
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"technical explanation about software architecture design patterns microservices authentication systems backend without my work job",
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"API endpoints HTTP methods request response formats REST GraphQL WebSocket protocols without I am building or personal application",
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"code functionality behavior logic flow with technical terms without I am struggling I have trouble career anxiety",
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"Windows file paths with backslashes C colon backslash Program Files drive letters",
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"deployment scripts configuration files with multiple technical components paths URLs commands without personal story",
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"error stack trace with file paths line numbers exception names NullPointerException SegmentationFault RuntimeError without personal debugging story",
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"system error messages with codes status codes HTTP codes 404 500 Connection refused Timeout Exception without personal context",
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"application logs with INFO WARN ERROR DEBUG levels timestamps entries without my application system",
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"API query syntax GraphQL REST endpoint cURL command HTTP request without I am building my API",
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"technical error output compilation errors runtime exceptions segmentation faults core dumps without personal project",
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"code snippet with syntax highlighting language markers python javascript java without personal implementation story",
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"React JSX component with angle brackets curly braces className props const Component equals arrow function return JSX",
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"HTTP error status codes 404 Not Found 500 Internal Server Error 403 Forbidden with status messages",
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"GraphQL query syntax with query mutation fragment type definitions curly brace field arguments",
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"debug logs with DEBUG prefix timestamp log level output without personal application debugging story",
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"command line with pipe operators curl pipe jq grep pipe sed awk without personal story",
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"stack trace with arrow notation function1 arrow function2 arrow function3 call sequence without debugging my code",
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"DEBUG log with request headers response details authorization content-type without my application debugging",
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]
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META_CONVERSATION_CATEGORY_DESCRIPTIONS = [
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"acknowledgment response like thanks for the help got it I understand makes sense that is helpful appreciate it thank you",
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"greeting salutation like hello hi hey how are you doing today nice to meet you good morning good evening have a nice day",
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"polite filler courtesy phrase like please excuse me sorry to bother you hope you are well no worries all good",
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"agreement confirmation acknowledgment like yes that is correct absolutely I agree with you exactly right you are correct indeed totally",
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"farewell closing goodbye like goodbye see you later talk soon have a good day take care bye have a great day",
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"casual greeting like hey what is up how is it going yo hello there hi friend good to see you",
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"extended thanks appreciation like thank you so much really appreciate your help grateful for your assistance thanks again",
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"clarification about previous messages like sorry for confusion let me clarify what I meant I should have been more specific I apologize for unclear question",
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"feedback about conversation like that was helpful your explanation was clear I appreciate the detailed response your answer exceeded expectations",
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"meta discussion about how asking questions like I will try to be more specific next time sorry for vague question I should provide more context",
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"informal greeting like hey what is up yo hi there wassup hello friend good morning",
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"simple agreement like absolutely exactly totally yes indeed that is right completely agree",
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"acknowledgment response like thanks got it I understand makes sense helpful appreciate it",
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"greeting like hello hi hey how are you today nice to meet you good morning evening have a nice day",
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"polite courtesy phrase like please excuse me sorry to bother you hope you are well no worries all good",
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"agreement confirmation like yes correct absolutely I agree exactly right indeed totally",
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"farewell closing like goodbye see you later talk soon have a good day take care bye",
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"casual greeting like hey what is up how is it going yo hello there hi friend",
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"extended thanks like thank you so much appreciate your help grateful for assistance thanks again",
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"clarification about previous messages like sorry for confusion let me clarify what I meant I should have been more specific apologize for unclear question",
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"feedback about conversation like that was helpful your explanation was clear I appreciate the detailed response exceeded expectations",
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"meta discussion about asking questions like I will try to be more specific next time sorry for vague question I should provide more context",
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"simple agreement like absolutely exactly totally yes indeed right completely agree",
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"brief acknowledgment like got it understood makes sense I see okay cool sounds good",
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"short greeting without context like hi hello hey good morning good evening how are you",
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"casual hello hey hi wassup greeting phrases like hey there hi friend what is up hello good morning yo",
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"informal greetings variations like good morning friend how is it going today hello there hey what are you up to",
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"simple strong agreement phrases like absolutely agree totally agree exactly right yes indeed that is completely right",
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"short greeting like hi hello hey good morning evening how are you",
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"informal greeting variations like good morning friend how is it going today hello there what are you up to",
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"simple strong agreement like absolutely agree totally agree exactly right yes indeed completely right",
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"brief positive acknowledgment like I hope so fingers crossed hopefully that works hope it helps",
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"extended detailed thanks with multiple points like thank you for A B C really appreciate detailed help grateful for all the assistance",
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"extended thanks with multiple points like thank you for A B C appreciate detailed help grateful for assistance",
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]
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FACTUAL_QUERY_CATEGORY_DESCRIPTIONS = [
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"definition question asking what is something what does term mean explain concept define word without personal context or situation",
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"factual information request about dates events history geography science facts trivia without personal relevance application or learning goal",
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"general how-to question asking for instructions steps process recipe procedure without mentioning personal needs circumstances or projects",
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"theoretical explanation request about why how things work in general abstract concepts principles without personal application or career context",
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"comparison question asking differences between options technologies concepts products services without stating personal preference situation decision or job requirement",
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"who what when where question about historical figures famous people events discoveries inventions without personal connection or story",
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"multiple questions about same topic with numbered list several parts complex multi-part query with first second third or bullet points asking many questions",
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"academic theoretical question with multiple sub-questions breaking down topic into components analyzing from different angles without personal project or work",
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"scientific explanation request about natural phenomena physics chemistry biology astronomy without personal research study or career context",
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"general knowledge query about capitals countries populations currencies geography facts without travel plans personal interest or job relevance",
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"abstract technology comparison like difference between Python and Java without I am choosing or I work with context",
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"theoretical programming question about best practices clean code principles without my project my codebase or work situation",
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"what is definition question like what is photosynthesis what is blockchain what does term mean explain concept",
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"definition question asking what is something what does term mean explain concept define word without personal context",
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"factual information request about dates events history geography science facts trivia without personal relevance application learning goal",
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"general how-to question asking for instructions steps process recipe procedure without personal needs circumstances projects",
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"theoretical explanation request about why how things work in general abstract concepts principles without personal application career",
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"comparison question asking differences between options technologies concepts products services without personal preference situation decision job requirement",
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"who what when where question about historical figures famous people events discoveries inventions without personal connection story",
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"multiple questions about same topic with numbered list several parts complex multi-part query with first second third bullet points",
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"academic theoretical question with multiple sub-questions breaking down topic into components analyzing from different angles without personal project work",
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"scientific explanation request about natural phenomena physics chemistry biology astronomy without personal research study career",
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"general knowledge query about capitals countries populations currencies geography facts without travel plans personal interest job relevance",
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"abstract technology comparison like difference between Python and Java without I am choosing or I work with",
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"theoretical programming question about best practices clean code principles without my project codebase work situation",
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"what is definition question like what is photosynthesis blockchain what does term mean explain concept",
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"when did historical question like when did event happen when was invention when did person live",
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"how to general instruction like how to tie tie how to change tire how to wash clothes without personal need",
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"explain how works question like explain how blockchain works explain neural networks explain quantum mechanics without personal learning goal",
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"how to general instruction like how to tie tie change tire wash clothes without personal need",
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"explain how works question like explain how blockchain works neural networks quantum mechanics without personal learning goal",
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"abstract comparison without personal choice like difference between capitalism socialism what is better Python or Java",
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"when did short historical question like when did war end when was built when did person born when occurred",
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"short when question about past events dates like when did happen when was invention when did discovery",
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"short when question about past events dates like when did happen invention discovery",
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]
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OUTPUT_FORMATTING_CATEGORY_DESCRIPTIONS = [
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"instruction to format output as JSON YAML CSV table list markdown code block or specific data structure",
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"request to adjust response style length like make it shorter longer simpler more detailed use bullet points numbered list",
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"command to rewrite rephrase translate summarize previous response output or answer differently",
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"command to rewrite rephrase translate summarize previous response output or answer",
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"request to change tone presentation like be more formal casual technical professional explain like I am five years old",
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"tone adjustment request like use professional tone more formal language business tone corporate style",
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"professional tone instruction like write in professional manner use business language formal style",
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"tone adjustment like use professional tone formal language business corporate style",
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]
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PURE_MATH_CALCULATION_CATEGORY_DESCRIPTIONS = [
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"pure arithmetic calculation with explicit numbers like calculate 15 percent of 250 or solve 45 times 67 equals",
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"arithmetic calculation with explicit numbers like calculate 15 percent of 250 or solve 45 times 67",
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"mathematical expression evaluation with operators like 2 plus 3 times 4 divided by 5 minus 6 or what is 123 times 456",
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"unit conversion request with specific values like convert 100 kilometers to miles or 72 fahrenheit to celsius",
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"percentage calculation with explicit numbers like what is 25 percent of 800 or calculate discount price of 120 minus 30 percent",
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"simple algebra equation solving with explicit numbers like solve for x in equation 2x plus 5 equals 15",
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"unit conversion with specific values like convert 100 kilometers to miles or 72 fahrenheit to celsius",
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"percentage calculation with explicit numbers like what is 25 percent of 800 or discount price of 120 minus 30 percent",
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"algebra equation solving with explicit numbers like solve for x in equation 2x plus 5 equals 15",
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"geometry calculation with specific measurements like area of circle radius 5 or volume of cube side 10",
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"direct numerical computation request like square root of 144 or 15 plus 23 minus 8 times 2",
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"numerical computation like square root of 144 or 15 plus 23 minus 8 times 2",
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]
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EXPLICIT_TRANSLATION_CATEGORY_DESCRIPTIONS = [
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"explicit translation instruction with text to translate like translate this to Spanish colon Hello how are you in quotes or brackets",
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"translation request with provided phrase like how do you say quoted phrase good morning in French with explicit text given",
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"language conversion with text block like convert this English text to Japanese here is the text followed by actual content",
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"direct phrase translation with quoted or bracketed text like translate I am hungry to Mandarin with explicit phrase provided",
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"translation instruction with text to translate like translate this to Spanish colon Hello how are you in quotes or brackets",
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"translation request with provided phrase like how do you say quoted phrase good morning in French with explicit text",
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"language conversion with text block like convert this English text to Japanese here is the text followed by content",
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"phrase translation with quoted or bracketed text like translate I am hungry to Mandarin with explicit phrase",
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"sentence translation with actual text like what is Spanish translation of quoted sentence or how to say specific phrase in Italian",
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"text conversion request with source content like translate following paragraph to Portuguese colon followed by actual text content",
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"text conversion with source content like translate following paragraph to Portuguese colon followed by actual text",
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"translation with colon separator like Translate to German colon followed by English sentence or text to convert",
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"how do you say question with specific word or phrase like how do you say computer in Russian or what is hello in French",
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"translate to language instruction with target language specified like translate to Italian translate to Japanese translate to Portuguese",
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"language translation request with explicit source text in quotes brackets or after colon separator indicating text to translate",
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"translate to Italian Spanish Portuguese request explicitly asking for translation like how do you say in Italian translate this to Spanish",
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"translate to language instruction with target language like translate to Italian Japanese Portuguese",
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"language translation with explicit source text in quotes brackets or after colon separator",
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]
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GRAMMAR_PROOFREADING_CATEGORY_DESCRIPTIONS = [
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"proofreading request with incorrect text provided like fix grammar in this text here is my draft check for typos in quoted text",
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"grammar correction request with specific wrong text or sentence provided for review and correction like She don't like",
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"spelling and punctuation check instruction with specific text content to review and fix errors in provided passage",
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"copy editing request with text provided like proofread this paragraph correct errors in this sentence fix mistakes in text block",
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"explicit error correction like check this text for mistakes or review this sentence for grammar problems with text included",
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"correction request with misspelled or grammatically incorrect text like Their going too the store or Me and him went",
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"typo fixing request with text containing errors like Teh quick brown fox or check spelling in this paragraph",
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"proofreading request with incorrect text like fix grammar in this text here is my draft check for typos in quoted text",
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"grammar correction with specific wrong text or sentence like She don't like",
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"spelling punctuation check with specific text to review and fix errors in provided passage",
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"copy editing with text like proofread this paragraph correct errors in sentence fix mistakes in text block",
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"error correction like check this text for mistakes or review this sentence for grammar problems with text included",
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"correction with misspelled or grammatically incorrect text like Their going too the store or Me and him went",
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"typo fixing with text containing errors like Teh quick brown fox or check spelling in this paragraph",
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"sentence correction with wrong grammar like fix this I has three book or correct the punctuation in this text",
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"check grammar instruction with text to review like check grammar in this or correct grammar in following sentence",
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"proofreading with specific errors like multiple typos spelling mistakes punctuation errors in provided text passage",
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]
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CREATIVE_FICTION_CATEGORY_DESCRIPTIONS = [
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"request to write fictional story tale narrative about imaginary characters events or fantasy scenarios with no personal autobiography",
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"instruction to create fictional dialogue scene conversation between made-up characters in imaginary situation or fantasy setting not real people",
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"request for creative writing like story poem song lyrics about generic fantasy themes dragons robots aliens without personal meaning",
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"creative writing prompt for fiction like write short story about scenario with no personal connection memoir or autobiography",
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"generate fictional content like fairy tale science fiction horror story with invented characters and imaginary events not real life",
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"writing request for imaginary scenarios like wizard adventure space exploration fantasy world without personal narrative or memoir",
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"creative story generation about made-up situations fictional characters fantasy settings not based on real personal experiences",
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"write me a poem request about ocean nature universe or abstract themes without personal significance or emotional connection",
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"write fictional story tale narrative about imaginary characters events or fantasy scenarios with no personal autobiography",
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"create fictional dialogue scene conversation between made-up characters in imaginary situation or fantasy setting not real people",
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"creative writing like story poem song lyrics about generic fantasy themes dragons robots aliens without personal meaning",
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"creative writing prompt for fiction like write short story about scenario with no personal connection memoir autobiography",
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"generate fictional content like fairy tale science fiction horror story with invented characters imaginary events not real life",
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"writing for imaginary scenarios like wizard adventure space exploration fantasy world without personal narrative memoir",
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"creative story about made-up situations fictional characters fantasy settings not based on real personal experiences",
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"write me a poem about ocean nature universe or abstract themes without personal significance emotional connection",
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"fiction generation like write short story about dragon knight or create tale about robots aliens without personal context",
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"literary creation request like compose poem generate lyrics craft narrative about imaginary topics dragons wizards fantasy",
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"write dialogue conversation between characters request like write conversation between detective and suspect or dialogue in coffee shop scene",
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"poetry composition request like compose haiku write sonnet create verse about abstract topic nature love without personal story",
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"story scene description request like write opening scene describe battle sequence craft exposition about fictional world setting",
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"compose poem with specific form structure requirements like write villanelle with strict rhyme scheme write sonnet with iambic pentameter following formal poetry rules",
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"literary creation like compose poem generate lyrics craft narrative about imaginary topics dragons wizards fantasy",
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"write dialogue conversation between characters like write conversation between detective and suspect or dialogue in coffee shop scene",
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"poetry composition like compose haiku write sonnet create verse about abstract topic nature love without personal story",
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"story scene description like write opening scene describe battle sequence craft exposition about fictional world setting",
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"compose poem with specific form structure like write villanelle with strict rhyme scheme sonnet with iambic pentameter following formal poetry rules",
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"creative writing with detailed specifications like write science fiction story with exact word count specific setting particular tone detailed requirements without personal narrative",
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]
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ENTERTAINMENT_ROLEPLAY_CATEGORY_DESCRIPTIONS = [
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"instruction to pretend act as roleplay fictional character like pirate wizard robot alien for entertainment fun or game",
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"request to respond as if you are specific fictional persona celebrity historical figure or non-human entity like cat computer talking animal for fun",
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"game simulation instruction like let us play game where you are character and I am character for entertainment not practice",
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"pretend act as roleplay fictional character like pirate wizard robot alien for entertainment fun or game",
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"respond as if you are specific fictional persona celebrity historical figure or non-human entity like cat computer talking animal for fun",
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"game simulation like let us play game where you are character and I am character for entertainment not practice",
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"entertainment persona adoption like talk like Shakespeare speak as caveman respond as medieval knight fictional character for fun",
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"roleplay request for fun entertainment like act as detective pirate space captain without job interview practice or real preparation",
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"pretend play instruction like be a robot from future or talk as talking animal for entertainment not professional practice",
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"roleplay for fun entertainment like act as detective pirate space captain without job interview practice or real preparation",
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"pretend play like be a robot from future or talk as talking animal for entertainment not professional practice",
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"act as instruction like act as pirate pretend you are wizard act like dungeon master narrator for game scenario",
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"respond as if request like respond as if you were Sherlock Holmes or talk as medieval knight for entertainment game",
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"persona adoption request like be a Victorian gentleman talk as computer from 1980s speak as alien visiting Earth",
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"roleplay character request like act as talking tree be a mystery game narrator play role of space captain",
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"explicit act as character instruction like act as a robot act as detective act as wizard act as knight without write story about",
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"pretend you are someone request like pretend you are pirate pretend you are from future pretend you are alien",
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"respond as if you were instruction like respond as if you were Shakespeare respond as if you were computer respond as caveman",
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"respond as if like respond as if you were Sherlock Holmes or talk as medieval knight for entertainment game",
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"persona adoption like be a Victorian gentleman talk as computer from 1980s speak as alien visiting Earth",
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"roleplay character like act as talking tree be a mystery game narrator play role of space captain",
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"explicit act as character like act as a robot detective wizard knight without write story about",
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"pretend you are someone like pretend you are pirate pretend you are from future pretend you are alien",
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"respond as if you were like respond as if you were Shakespeare computer respond as caveman",
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"adopt persona entertainment like talk like Victorian person speak as robot speak like medieval knight for fun game",
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"game dungeon master narrator roleplay like be the dungeon master act as narrator in adventure game play storytelling game",
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"roleplay entity character like act as talking animal respond as tree pretend to be alien computer for entertainment",
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"interactive character roleplay distinction like respond as knight talk as wizard be detective NOT write story about knight write tale about wizard create narrative about detective",
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"interactive character roleplay like respond as knight talk as wizard be detective NOT write story about knight write tale about wizard create narrative about detective",
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"direct persona instruction like you are the dungeon master you are mystery narrator you will be space captain WITHOUT write about create story generate tale",
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"second person roleplay like you are wizard you are knight you are alien responding as character NOT third person write story about wizard story about knight",
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"conversational roleplay like respond as if robot talk as tree answer as alien NOT compose write create generate story about these characters",
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]
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CONVERSATIONAL_CATEGORY_DESCRIPTIONS = [
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"statement about family members by name mentioning spouse children parents siblings or relatives with specific names or roles",
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"statement about family members by name mentioning spouse children parents siblings relatives with specific names or roles",
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"expression of lasting personal feelings emotions core preferences values beliefs or dislikes about life situations",
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"description of established personal hobbies regular activities consistent interests or meaningful pursuits the person does",
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"significant career information about current job specific workplace company name professional role or work situation",
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@@ -521,8 +516,8 @@ class SkipDetector:
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"question about helping family member child spouse or relative with their interests education or personal needs",
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"statement about personal challenges struggles confusion with work tasks technology language learning or skill development in personal context",
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"expression of personal difficulty with writing grammar language skills at job workplace or in professional setting",
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"personal language learning statement like I am learning Spanish for move or taking French lessons for job with personal motivation",
|
||||
"statement about studying language for personal reason like learning Mandarin because my wife speaks it or studying German for university",
|
||||
"personal language learning like I am learning Spanish for move or taking French lessons for job with personal motivation",
|
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"studying language for personal reason like learning Mandarin because my wife speaks it or studying German for university",
|
||||
"personal tech struggle at work like I am having trouble with React at my job or confused about framework at my workplace",
|
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"career anxiety or stress about technology skills like struggling with imposter syndrome feeling overwhelmed at new technical job",
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"personal request for help with specific technology problem at job workplace or in personal project with named context",
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Reference in New Issue
Block a user