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e7f31f9 51bf1cd e7f31f9 51bf1cd e7f31f9 51bf1cd e7f31f9 51bf1cd e7f31f9 51bf1cd e7f31f9 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224 225 226 227 228 229 230 231 232 233 234 235 236 237 238 239 240 241 242 243 244 245 246 247 248 249 250 251 252 253 254 255 256 257 258 259 260 261 262 263 264 265 266 267 268 269 270 271 272 273 274 275 276 277 278 279 280 281 282 283 284 285 286 287 288 289 290 291 292 293 294 295 296 297 298 299 300 301 302 303 304 305 306 307 308 309 310 311 312 313 314 315 316 317 318 319 320 321 322 323 324 325 326 327 328 329 330 331 332 333 334 335 336 337 338 339 340 341 342 343 344 345 346 347 348 349 350 351 352 353 354 | import re
from enum import Enum
from typing import Optional
from schemas import CodeXRequest
class ScopeRoute(str, Enum):
CODE = "code"
GREETING = "greeting"
NON_CODE = "non_code"
IMAGE = "image"
RESTRICTED = "restricted"
UNKNOWN = "unknown"
class ScopeDecision:
def __init__(
self,
route: ScopeRoute,
message: str,
should_continue_to_codex: bool,
):
self.route = route
self.message = message
self.should_continue_to_codex = should_continue_to_codex
GREETING_PATTERNS = [
r"\bhi\b",
r"\bhello\b",
r"\bhey\b",
r"\bgood morning\b",
r"\bgood afternoon\b",
r"\bgood evening\b",
r"\bhow are you\b",
r"\bwho are you\b",
r"\bwhat can you do\b",
]
CODE_PATTERNS = [
r"\bcode\b",
r"\bfunction\b",
r"\bclass\b",
r"\bmethod\b",
r"\bvariable\b",
r"\bbug\b",
r"\berror\b",
r"\bexception\b",
r"\bfix\b",
r"\brefactor\b",
r"\breview\b",
r"\boptimize\b",
r"\bdebug\b",
r"\bpython\b",
r"\bjava\b",
r"\bjavascript\b",
r"\btypescript\b",
r"\bflutter\b",
r"\bdart\b",
r"\breact\b",
r"\bnode\b",
r"\bapi\b",
r"\bsql\b",
r"\bhtml\b",
r"\bcss\b",
r"\bjson\b",
r"\bregex\b",
r"\balgorithm\b",
r"\bcompile\b",
r"\bruntime\b",
r"\bsyntax\b",
r"\bprogram\b",
r"\bscript\b",
r"\bsoftware\b",
r"\bbackend\b",
r"\bfrontend\b",
r"\bendpoint\b",
r"\bdatabase\b",
r"\bquery\b",
r"\btraceback\b",
r"\bdocstring\b",
r"\btype hints?\b",
r"\bvalidation\b",
r"\berror handling\b",
r"\blogging\b",
r"\bcomments\b",
r"\bexception handling\b",
]
CODE_MODIFICATION_PATTERNS = [
r"\badd\b",
r"\bupdate\b",
r"\bmodify\b",
r"\bchange\b",
r"\brename\b",
r"\bconvert\b",
r"\bextend\b",
r"\binclude\b",
r"\buse\b",
r"\breplace\b",
r"\bremove\b",
r"\bdelete\b",
r"\bdocstring\b",
r"\btype hints?\b",
r"\bvalidation\b",
r"\berror handling\b",
r"\blogging\b",
r"\bcomments\b",
r"\bexception handling\b",
r"\bmake it\b",
r"\bturn this into\b",
r"\badd support for\b",
r"\bnow add\b",
r"\bnow update\b",
r"\bnow change\b",
]
IMAGE_PATTERNS = [
r"\bgenerate an image\b",
r"\bcreate an image\b",
r"\bdraw\b",
r"\bposter\b",
r"\blogo\b",
r"\bbanner\b",
r"\bphoto\b",
r"\bpicture\b",
r"\bimage\b",
r"\bdescribe this image\b",
r"\bwhat is in this image\b",
r"\bedit this image\b",
]
NON_CODE_PATTERNS = [
r"\bweather\b",
r"\bpresident\b",
r"\bprime minister\b",
r"\bnews\b",
r"\bgold price\b",
r"\bstock\b",
r"\brecipe\b",
r"\btravel\b",
r"\bhotel\b",
r"\brestaurant\b",
r"\bmedical\b",
r"\blegal\b",
r"\bmovie\b",
r"\bsong\b",
r"\btranslate\b",
r"\bessay\b",
r"\bpoem\b",
]
RESTRICTED_PATTERNS = [
r"\bmalware\b",
r"\bransomware\b",
r"\bkeylogger\b",
r"\bsteal passwords\b",
r"\bphishing\b",
r"\btoken grabber\b",
r"\bremote access trojan\b",
r"\brat\b",
r"\bcredential stuffing\b",
r"\bexploit\b",
r"\bbypass authentication\b",
r"\bddos\b",
r"\bbruteforce\b",
r"\bsql injection\b",
r"\bxss exploit\b",
r"\bvirus\b",
r"\bspyware\b",
]
def normalize_text(text: Optional[str]) -> str:
if not text:
return ""
text = str(text).strip().lower()
text = re.sub(r"\s+", " ", text)
return text
def contains_pattern(text: str, patterns: list[str]) -> bool:
return any(re.search(pattern, text) for pattern in patterns)
def looks_like_code_block(text: str) -> bool:
if not text:
return False
code_signals = [
"def ",
"class ",
"return ",
"import ",
"from ",
"{",
"}",
";",
"=>",
"public ",
"private ",
"protected ",
"const ",
"let ",
"var ",
"function ",
"if (",
"for (",
"while (",
"</",
"try:",
"except:",
]
lowered = text.lower()
return any(signal.lower() in lowered for signal in code_signals)
def is_follow_up_code_request(request: CodeXRequest) -> bool:
message = normalize_text(request.message)
has_session = bool(request.session_id and str(request.session_id).strip())
has_previous_context = bool(request.previous_context and str(request.previous_context).strip())
if not (has_session or has_previous_context):
return False
if contains_pattern(message, CODE_MODIFICATION_PATTERNS):
return True
short_follow_up_phrases = [
"now add",
"now update",
"now change",
"now remove",
"now use",
"add this",
"update this",
"change this",
"fix this",
"refactor this",
"review this",
]
return any(phrase in message for phrase in short_follow_up_phrases)
def is_code_related_request(request: CodeXRequest) -> bool:
message = normalize_text(request.message)
code = request.code or ""
error_message = normalize_text(request.error_message)
if request.code and request.code.strip():
return True
if error_message:
return True
if looks_like_code_block(request.message):
return True
if looks_like_code_block(code):
return True
if contains_pattern(message, CODE_PATTERNS):
return True
if is_follow_up_code_request(request):
return True
return False
def is_greeting_request(request: CodeXRequest) -> bool:
message = normalize_text(request.message)
if not message:
return False
if contains_pattern(message, GREETING_PATTERNS):
if not is_code_related_request(request):
return True
return False
def is_image_request(request: CodeXRequest) -> bool:
message = normalize_text(request.message)
return contains_pattern(message, IMAGE_PATTERNS)
def is_non_code_request(request: CodeXRequest) -> bool:
message = normalize_text(request.message)
if is_code_related_request(request):
return False
if contains_pattern(message, NON_CODE_PATTERNS):
return True
return False
def is_restricted_request(request: CodeXRequest) -> bool:
message = normalize_text(request.message)
code = normalize_text(request.code)
error_message = normalize_text(request.error_message)
combined = " ".join(part for part in [message, code, error_message] if part)
return contains_pattern(combined, RESTRICTED_PATTERNS)
def decide_scope(request: CodeXRequest) -> ScopeDecision:
if is_restricted_request(request):
return ScopeDecision(
route=ScopeRoute.RESTRICTED,
message="Code X cannot help with harmful, abusive, or clearly unsafe coding requests.",
should_continue_to_codex=False,
)
if is_image_request(request):
return ScopeDecision(
route=ScopeRoute.IMAGE,
message="Code X is focused on coding tasks. Image generation, image editing, and picture analysis should be handled by the image workflow instead.",
should_continue_to_codex=False,
)
if is_greeting_request(request):
return ScopeDecision(
route=ScopeRoute.GREETING,
message="Hello. Code X is ready for coding tasks. Send code, an error, or a software request and I will help.",
should_continue_to_codex=False,
)
if is_non_code_request(request):
return ScopeDecision(
route=ScopeRoute.NON_CODE,
message="Code X is focused on software and coding tasks. This request looks outside Code X scope, so it should go to the normal chat assistant.",
should_continue_to_codex=False,
)
if is_code_related_request(request):
return ScopeDecision(
route=ScopeRoute.CODE,
message="Code-related request detected.",
should_continue_to_codex=True,
)
return ScopeDecision(
route=ScopeRoute.UNKNOWN,
message="This request is not clearly a coding task. Send code, an error, or a software development request for Code X.",
should_continue_to_codex=False,
) |