subzeroid/instagrapi

24.4

Adjusted Score

24.4

Raw Score

100%

Time Factor

2026-07-13

Last Push

6.5K

Stars

Python

Language

57.4K

Lines of Code

207

Files

1.5K

Pattern Hits

2026-07-14

Scan Date

0.02

HC Hit Rate

What These Metrics Mean

Adjusted Score: Primary synthetic code indicator. Raw score normalised per 1,000 lines of code and multiplied by the temporal discount factor. This is the definitive comparative metric — use it to rank repositories by AI authorship density.
Raw Score: The unmodified sum of all severity-weighted, context-multiplied pattern match scores before temporal discounting. Reflects the absolute signal strength independent of when the repository was last active.
Time Factor: The temporal discount multiplier (0–100%) applied to the raw score. Repositories last updated before ChatGPT's launch (Nov 2022) receive a 5% factor. Full signal is only assigned to repositories active in the post-adoption era (Jan 2024+).
Pattern Hits: Total count of individual pattern matches across all files and categories. A high hit count with a low score may indicate a very large codebase with isolated AI snippets; a low count with a high score indicates dense, concentrated AI signatures.
HC Hit Rate: High+Critical pattern hits per file, averaged across the repository. This orthogonal signal catches repositories where a few files are densely packed with high-severity AI tells — a strong indicator even when the normalised score appears moderate due to codebase size.
Lines of Code / Files: Total lines and files analysed. The scanner examines 94 file extensions. These denominators are used to normalise the score, enabling fair comparison between repositories of vastly different sizes.

Score History

This chart maps the temporal evolution of the adjusted synthetic code score across successive scan runs. An upward trajectory indicates ongoing incorporation of AI-generated code or expanding LLM-assisted scaffolding; a stable or declining trajectory may reflect active human refactoring, code removal, or the adoption of stricter authorship policies. The dashed secondary line (right axis) independently tracks total raw pattern hit count, which can diverge from the normalised score when codebase size changes significantly between scans.

Severity Breakdown

Classifies detected patterns by their diagnostic confidence and structural impact. CRITICAL patterns (coefficient 10) represent definitive synthetic signatures — hallucinated imports, explicit LLM attribution metadata — virtually never produced by human authors. HIGH (5) indicates strong structural tells such as cross-file repetition or cross-linguistic idioms. MEDIUM (2) covers recognisable conversational padding and AI-specific vocabulary. LOW (1) captures subtle indicators like tautological comments and generic boilerplate that require density to carry independent signal.

CRITICAL 1HIGH 4MEDIUM 23LOW 1452

Directory Score Breakdown

This horizontal bar chart decomposes the repository's raw synthetic code score by top-level directory, allowing you to pinpoint precisely which modules or components carry the highest AI authorship density. Directories with disproportionately high scores relative to their size warrant targeted manual review: concentrated AI signatures often trace back to mass-generated configuration layers, auto-ported test suites, LLM-scaffolded boilerplate classes, or entire subsystems authored under heavy copilot assistance. Use this view to prioritise your human code-review effort.

Pattern Findings

The scanner identified 1480 distinct pattern matches across 14 syntactic categories. Each entry below represents a discrete location in the source code where the engine recorded a statistically significant AI authorship indicator. Expand any category row to inspect the individual file paths, line numbers, code snippets, and the lexical context (CODE, COMMENT, or STRING) in which each match was detected.

Reading the findings table: The Severity column indicates the diagnostic confidence level (CRITICAL / HIGH / MEDIUM / LOW). The Context column identifies whether the match occurred inside executable code, an inline comment, or a string literal — comment-context matches receive a ×1.5 weight because LLMs systematically over-annotate. The ⚡ bolt icon marks clustered matches: three or more patterns within a 10-line window, each receiving an additional ×1.5 density multiplier as dense clusters constitute far stronger evidence of synthetic authorship than isolated hits.

Hyper-Verbose Identifiers955 hits · 885 pts

Severity	File	Line	Snippet	Context
LOW	instagrapi/story.py	20	def _import_moviepy_for_story():	CODE
LOW	instagrapi/extractors.py	51	def _normalize_media_gql_typename(data):	CODE
LOW	instagrapi/extractors.py	193	def extract_media_comments_preview_gql(data):	CODE
LOW	instagrapi/extractors.py	205	def extract_media_inline_comment_gql(data, replied_to_comment_id=None):	CODE
LOW	instagrapi/extractors.py	284	def extract_broadcast_channel(data):	CODE
LOW	instagrapi/extractors.py	406	def extract_direct_short_thread(data):	CODE
LOW	instagrapi/extractors.py	416	def _direct_timestamp_from_microseconds(timestamp):	CODE
LOW	instagrapi/extractors.py	430	def _convert_direct_visual_media_timestamps(visual_media):	CODE
LOW	instagrapi/extractors.py	658	def extract_story_archive_day(data):	CODE
LOW⚡	instagrapi/mixins/auth.py	540	def _infer_bloks_two_factor_challenge(self, data: Dict, verification_code: str = "") -> str:	CODE
LOW⚡	instagrapi/mixins/auth.py	549	def _is_unavailable_caa_bloks_login_error(self, exc: ClientError) -> bool:	CODE
LOW⚡	instagrapi/mixins/auth.py	556	def _login_with_bloks_two_factor(self, verification_code: str, login_json: Dict, exc: Exception) -> bool:	CODE
LOW	instagrapi/mixins/auth.py	142	def set_contact_point_prefill(self, usage: str = "prefill") -> Dict:	CODE
LOW	instagrapi/mixins/auth.py	200	def _timeline_seen_posts_from_response(self, response: Dict) -> List[str]:	CODE
LOW	instagrapi/mixins/auth.py	213	def _remember_timeline_seen_posts(self, response: Dict) -> None:	CODE
LOW	instagrapi/mixins/auth.py	224	def _join_timeline_seen_posts(seen_posts: Union[str, Iterable[str], None]) -> str:	CODE
LOW	instagrapi/mixins/auth.py	245	def _timeline_feed_view_info_json(self, feed_view_info: Union[str, List[Dict], None], seen_posts: str) -> str:	CODE
LOW	instagrapi/mixins/auth.py	255	def _timeline_session_level_signals_json() -> str:	CODE
LOW	instagrapi/mixins/auth.py	483	def _find_login_response_value(self, data: Any, key: str) -> Any:	CODE
LOW	instagrapi/mixins/auth.py	499	def _extract_two_step_verification_context(self, data: Dict) -> str:	CODE
LOW	instagrapi/mixins/auth.py	520	def _login_response_requires_recovery(self, data: Dict) -> bool:	CODE
LOW	instagrapi/mixins/auth.py	593	def _login_with_caa_bloks_two_factor(self, verification_code: str, password: str, exc: Exception) -> bool:	CODE
LOW	instagrapi/mixins/auth.py	687	def _user_short_from_private_stream(self, user_id: str) -> UserShort:	CODE
LOW	instagrapi/mixins/auth.py	1176	def is_current_or_newer_app_version(value: Any) -> bool:	CODE
LOW	instagrapi/mixins/auth.py	1284	def generate_android_device_id(self) -> str:	CODE
LOW	instagrapi/mixins/auth.py	1384	def inject_sessionid_to_public(self) -> bool:	CODE
LOW	instagrapi/mixins/bloks.py	120	def bloks_challenge_take_challenge(	CODE
LOW	instagrapi/mixins/bloks.py	159	def bloks_fxcal_link_reels_share(	CODE
LOW	instagrapi/mixins/bloks.py	197	def bloks_two_step_verification_entrypoint(	CODE
LOW	instagrapi/mixins/bloks.py	240	def bloks_two_step_verification_method_picker(	CODE
LOW	instagrapi/mixins/bloks.py	274	def bloks_two_step_verification_select_method(	CODE
LOW	instagrapi/mixins/bloks.py	318	def bloks_two_step_verification_enter_totp_code(	CODE
LOW	instagrapi/mixins/bloks.py	347	def bloks_two_step_verification_enter_backup_code(	CODE
LOW	instagrapi/mixins/bloks.py	376	def bloks_two_step_verification_verify_code(	CODE
LOW	instagrapi/mixins/bloks.py	435	def bloks_caa_login_send_request(	CODE
LOW	instagrapi/mixins/bloks.py	581	def _extract_first_json_string(value: str, start: int) -> str:	CODE
LOW	instagrapi/mixins/bloks.py	591	def bloks_extract_two_step_verification_context(self, result: Dict) -> str:	CODE
LOW	instagrapi/mixins/bloks.py	618	def bloks_extract_login_response(self, result: Dict) -> Dict[str, Any]:	CODE
LOW	instagrapi/mixins/bloks.py	668	def bloks_apply_login_response(self, result: Dict) -> bool:	CODE
LOW⚡	instagrapi/mixins/user.py	1259	def user_follow_requests_chunk(self, max_amount: int = 0, max_id: str = "") -> Tuple[List[UserShort], str]:	CODE
LOW	instagrapi/mixins/user.py	68	def _user_info_by_username_public(self, username: str) -> User:	CODE
LOW	instagrapi/mixins/user.py	154	def user_web_profile_info_gql(self, user_id: str) -> dict:	CODE
LOW	instagrapi/mixins/user.py	176	def username_from_user_id_gql(self, user_id: str) -> str:	CODE
LOW	instagrapi/mixins/user.py	225	def user_info_by_username_gql(self, username: str) -> User:	CODE
LOW	instagrapi/mixins/user.py	312	def _normalize_polaris_profile(user_data: dict) -> dict:	CODE
LOW	instagrapi/mixins/user.py	1104	def user_followers_private_gql_chunk(	CODE
LOW	instagrapi/mixins/user.py	1154	def user_followers_private_gql(	CODE
LOW	instagrapi/mixins/user.py	1313	def user_follow_request_approve(self, user_id: str) -> bool:	CODE
LOW	instagrapi/mixins/user.py	1335	def user_follow_request_decline(self, user_id: str) -> bool:	CODE
LOW	instagrapi/mixins/user.py	1357	def user_follow_requests_approve(self, user_ids: List[str]) -> Dict[str, bool]:	CODE
LOW	instagrapi/mixins/user.py	1372	def user_follow_requests_decline(self, user_ids: List[str]) -> Dict[str, bool]:	CODE
LOW	instagrapi/mixins/user.py	1675	def unmute_stories_from_follow(self, user_id: str) -> bool:	CODE
LOW	instagrapi/mixins/user.py	1691	def enable_posts_notifications(self, user_id: str, disable: bool = False) -> bool:	CODE
LOW	instagrapi/mixins/user.py	1714	def disable_posts_notifications(self, user_id: str) -> bool:	CODE
LOW	instagrapi/mixins/user.py	1729	def enable_videos_notifications(self, user_id: str, revert: bool = False) -> bool:	CODE
LOW	instagrapi/mixins/user.py	1752	def disable_videos_notifications(self, user_id: str) -> bool:	CODE
LOW	instagrapi/mixins/user.py	1767	def enable_reels_notifications(self, user_id: str, revert: bool = False) -> bool:	CODE
LOW	instagrapi/mixins/user.py	1790	def disable_reels_notifications(self, user_id: str) -> bool:	CODE
LOW	instagrapi/mixins/user.py	1805	def enable_stories_notifications(self, user_id: str, revert: bool = False) -> bool:	CODE
LOW	instagrapi/mixins/user.py	1828	def disable_stories_notifications(self, user_id: str) -> bool:	CODE
895 more matches not shown…

Excessive Try-Catch Wrapping175 hits · 194 pts

Severity	File	Line	Snippet	Context
LOW	instagrapi/story.py	25	except Exception as exc:	CODE
MEDIUM	instagrapi/story.py	20	def _import_moviepy_for_story():	CODE
LOW	instagrapi/image_util.py	216	except Exception as exc:	CODE
LOW	instagrapi/mixins/auth.py	1421	except Exception as e:	CODE
LOW	instagrapi/mixins/story.py	230	except Exception as e:	CODE
LOW	instagrapi/mixins/story.py	238	except Exception as e:	CODE
MEDIUM	instagrapi/mixins/user.py	272	def _inject_sessionid_for_v2_gql(self) -> None:	CODE
LOW⚡	instagrapi/mixins/user.py	1242	except Exception as e:	CODE
LOW⚡	instagrapi/mixins/user.py	1249	except Exception as e:	CODE
LOW	instagrapi/mixins/user.py	275	except Exception as exc:	CODE
LOW	instagrapi/mixins/user.py	371	except Exception as e:	CODE
LOW	instagrapi/mixins/user.py	378	except Exception as e:	CODE
LOW	instagrapi/mixins/user.py	499	except Exception as e:	CODE
LOW	instagrapi/mixins/user.py	506	except Exception as e:	CODE
LOW	instagrapi/mixins/user.py	881	except Exception as e:	CODE
LOW	instagrapi/mixins/user.py	888	except Exception as e:	CODE
LOW	instagrapi/mixins/user.py	1409	except Exception as e:	CODE
LOW	instagrapi/mixins/public.py	386	except Exception:	CODE
MEDIUM	instagrapi/mixins/public.py	144	def _build_public_session_retry_strategy(self):	CODE
LOW	instagrapi/mixins/graphql.py	290	except Exception:	CODE
MEDIUM	instagrapi/mixins/graphql.py	155	def _json_from_graphql_response(self, response):	CODE
MEDIUM	instagrapi/mixins/media.py	1252	def public_lookup():	CODE
MEDIUM	instagrapi/mixins/media.py	1366	def public_lookup():	CODE
LOW⚡	instagrapi/mixins/media.py	55	except Exception:	CODE
LOW	instagrapi/mixins/media.py	245	except Exception as e:	CODE
LOW	instagrapi/mixins/media.py	256	except Exception as e:	CODE
LOW	instagrapi/mixins/media.py	291	except Exception as e:	CODE
LOW	instagrapi/mixins/media.py	302	except Exception as e:	CODE
LOW	instagrapi/mixins/media.py	695	except Exception as e:	CODE
LOW	instagrapi/mixins/media.py	702	except Exception as e:	CODE
LOW	instagrapi/mixins/media.py	1097	except Exception as e:	CODE
LOW	instagrapi/mixins/media.py	1136	except Exception as e:	CODE
LOW	instagrapi/mixins/media.py	1183	except Exception as e:	CODE
LOW	instagrapi/mixins/media.py	1222	except Exception as e:	CODE
LOW	instagrapi/mixins/media.py	1267	except Exception as e:	CODE
LOW	instagrapi/mixins/media.py	1278	except Exception as e:	CODE
LOW	instagrapi/mixins/media.py	1380	except Exception as e:	CODE
LOW	instagrapi/mixins/media.py	1389	except Exception as e:	CODE
LOW	instagrapi/mixins/media.py	1431	except Exception as e:	CODE
LOW	instagrapi/mixins/media.py	1470	except Exception as e:	CODE
LOW	instagrapi/mixins/media.py	1820	except Exception as e:	CODE
LOW	instagrapi/mixins/media.py	1855	except Exception as e:	CODE
LOW	instagrapi/mixins/media.py	1886	except Exception as e:	CODE
LOW	instagrapi/mixins/media.py	2033	except Exception as e:	CODE
LOW	instagrapi/mixins/media.py	2060	except Exception as e:	CODE
LOW	instagrapi/mixins/media.py	2086	except Exception as e:	CODE
LOW	instagrapi/mixins/media.py	2107	except Exception as e:	CODE
LOW	instagrapi/mixins/media.py	2130	except Exception as e:	CODE
LOW	instagrapi/mixins/media.py	2151	except Exception as e:	CODE
LOW	instagrapi/mixins/timeline.py	103	except Exception as e:	CODE
LOW	instagrapi/mixins/signup.py	173	except Exception:	CODE
LOW	instagrapi/mixins/signup.py	996	except Exception as e:	CODE
LOW	instagrapi/mixins/album.py	224	except Exception as e:	CODE
LOW	instagrapi/mixins/captcha.py	78	except Exception as e:	CODE
LOW	instagrapi/mixins/hashtag.py	159	except Exception:	CODE
LOW	instagrapi/mixins/hashtag.py	198	except Exception:	CODE
LOW	instagrapi/mixins/hashtag.py	312	except Exception as e:	CODE
LOW	instagrapi/mixins/hashtag.py	322	except Exception as e:	CODE
MEDIUM	instagrapi/mixins/hashtag.py	296	def public_lookup():	CODE
LOW	instagrapi/mixins/location.py	250	except Exception:	CODE
115 more matches not shown…

Unused Imports209 hits · 159 pts

Severity	File	Line	Context
LOW	instagrapi/utils/__init__.py	1	CODE
LOW	instagrapi/utils/__init__.py	1	CODE
LOW	instagrapi/utils/__init__.py	1	CODE
LOW	instagrapi/utils/__init__.py	1	CODE
LOW	instagrapi/utils/__init__.py	7	CODE
LOW	instagrapi/utils/__init__.py	8	CODE
LOW	instagrapi/utils/__init__.py	8	CODE
LOW	instagrapi/utils/__init__.py	8	CODE
LOW	instagrapi/utils/__init__.py	9	CODE
LOW	instagrapi/utils/__init__.py	9	CODE
LOW	instagrapi/utils/__init__.py	10	CODE
LOW	instagrapi/realtime/__init__.py	1	CODE
LOW	instagrapi/realtime/__init__.py	2	CODE
LOW	instagrapi/realtime/__init__.py	2	CODE
LOW	tests/__init__.py	1	CODE
LOW	tests/__init__.py	2	CODE
LOW	tests/__init__.py	3	CODE
LOW	tests/__init__.py	4	CODE
LOW	tests/__init__.py	4	CODE
LOW	tests/__init__.py	4	CODE
LOW	tests/__init__.py	9	CODE
LOW	tests/__init__.py	10	CODE
LOW	tests/__init__.py	10	CODE
LOW	tests/__init__.py	11	CODE
LOW	tests/__init__.py	11	CODE
LOW	tests/__init__.py	11	CODE
LOW	tests/__init__.py	11	CODE
LOW	tests/__init__.py	17	CODE
LOW	tests/__init__.py	18	CODE
LOW	tests/__init__.py	19	CODE
LOW	tests/__init__.py	20	CODE
LOW	tests/__init__.py	21	CODE
LOW	tests/__init__.py	21	CODE
LOW	tests/__init__.py	21	CODE
LOW	tests/__init__.py	21	CODE
LOW	tests/__init__.py	27	CODE
LOW	tests/__init__.py	28	CODE
LOW	tests/__init__.py	28	CODE
LOW	tests/__init__.py	29	CODE
LOW	tests/__init__.py	30	CODE
LOW	tests/__init__.py	31	CODE
LOW	tests/__init__.py	32	CODE
LOW	tests/__init__.py	33	CODE
LOW	tests/__init__.py	34	CODE
LOW	tests/__init__.py	34	CODE
LOW	tests/__init__.py	34	CODE
LOW	tests/__init__.py	39	CODE
LOW	tests/__init__.py	39	CODE
LOW	tests/__init__.py	39	CODE
LOW	tests/__init__.py	39	CODE
LOW	tests/__init__.py	45	CODE
LOW	tests/__init__.py	46	CODE
LOW	tests/__init__.py	47	CODE
LOW	tests/__init__.py	48	CODE
LOW	tests/__init__.py	49	CODE
LOW	tests/__init__.py	50	CODE
LOW	tests/__init__.py	51	CODE
LOW	tests/__init__.py	51	CODE
LOW	tests/__init__.py	55	CODE
LOW	tests/__init__.py	56	CODE
149 more matches not shown…

Deep Nesting79 hits · 56 pts

Severity	File	Line	Context
LOW	instagrapi/extractors.py	430	CODE
LOW	instagrapi/mixins/auth.py	483	CODE
LOW	instagrapi/mixins/auth.py	737	CODE
LOW	instagrapi/mixins/bloks.py	557	CODE
LOW	instagrapi/mixins/story.py	349	CODE
LOW	instagrapi/mixins/user.py	350	CODE
LOW	instagrapi/mixins/user.py	478	CODE
LOW	instagrapi/mixins/user.py	857	CODE
LOW	instagrapi/mixins/user.py	1204	CODE
LOW	instagrapi/mixins/fbsearch.py	14	CODE
LOW	instagrapi/mixins/public.py	257	CODE
LOW	instagrapi/mixins/graphql.py	207	CODE
LOW	instagrapi/mixins/media.py	249	CODE
LOW	instagrapi/mixins/media.py	295	CODE
LOW	instagrapi/mixins/media.py	674	CODE
LOW	instagrapi/mixins/signup.py	111	CODE
LOW	instagrapi/mixins/signup.py	215	CODE
LOW	instagrapi/mixins/signup.py	243	CODE
LOW	instagrapi/mixins/signup.py	676	CODE
LOW	instagrapi/mixins/signup.py	919	CODE
LOW	instagrapi/mixins/album.py	326	CODE
LOW	instagrapi/mixins/clip.py	929	CODE
LOW	instagrapi/mixins/challenge.py	378	CODE
LOW	instagrapi/mixins/challenge.py	489	CODE
LOW	instagrapi/mixins/video.py	608	CODE
LOW	instagrapi/mixins/private.py	411	CODE
LOW	instagrapi/utils/video.py	56	CODE
LOW	instagrapi/utils/serialization.py	8	CODE
LOW	instagrapi/realtime/mqttot.py	478	CODE
LOW	instagrapi/realtime/fbns.py	254	CODE
LOW	tests/live/test_download.py	53	CODE
LOW	tests/live/test_direct.py	412	CODE
LOW	tests/live/test_direct.py	459	CODE
LOW	tests/live/test_direct.py	491	CODE
LOW	tests/live/test_direct.py	518	CODE
LOW	tests/live/test_direct.py	540	CODE
LOW	tests/live/test_direct.py	603	CODE
LOW	tests/live/test_realtime.py	64	CODE
LOW	tests/live/test_story.py	338	CODE
LOW	tests/live/test_story.py	162	CODE
LOW	tests/live/test_fbns.py	61	CODE
LOW	tests/regression/test_challenge.py	630	CODE
LOW	tests/regression/test_challenge.py	652	CODE
LOW	tests/regression/test_challenge.py	687	CODE
LOW	tests/regression/test_public.py	192	CODE
LOW	tests/regression/test_signup.py	306	CODE
LOW	tests/regression/test_signup.py	352	CODE
LOW	tests/regression/test_signup.py	546	CODE
LOW	tests/regression/test_signup.py	623	CODE
LOW	tests/regression/test_upload.py	186	CODE
LOW	tests/regression/test_upload.py	560	CODE
LOW	tests/regression/test_upload.py	575	CODE
LOW	tests/regression/test_upload.py	604	CODE
LOW	tests/regression/test_upload.py	829	CODE
LOW	tests/regression/test_upload.py	844	CODE
LOW	tests/regression/test_upload.py	1174	CODE
LOW	tests/regression/test_upload.py	1254	CODE
LOW	tests/regression/test_upload.py	1326	CODE
LOW	tests/regression/test_upload.py	1339	CODE
LOW	tests/regression/test_upload.py	1358	CODE
19 more matches not shown…

AI Structural Patterns23 hits · 20 pts

Severity	File	Line	Context
LOW	instagrapi/mixins/auth.py	1054	CODE
LOW	instagrapi/mixins/bloks.py	376	CODE
LOW	instagrapi/mixins/user.py	270	CODE
LOW	instagrapi/mixins/user.py	2372	CODE
LOW	instagrapi/mixins/fbsearch.py	109	CODE
LOW	instagrapi/mixins/public.py	558	CODE
LOW	instagrapi/mixins/media.py	395	CODE
LOW	instagrapi/mixins/media.py	788	CODE
LOW	instagrapi/mixins/signup.py	843	CODE
LOW	instagrapi/mixins/album.py	126	CODE
LOW	instagrapi/mixins/album.py	243	CODE
LOW	instagrapi/mixins/photo.py	357	CODE
LOW	instagrapi/mixins/photo.py	519	CODE
LOW	instagrapi/mixins/photo.py	609	CODE
LOW	instagrapi/mixins/photo.py	693	CODE
LOW	instagrapi/mixins/clip.py	658	CODE
LOW	instagrapi/mixins/clip.py	1073	CODE
LOW	instagrapi/mixins/video.py	197	CODE
LOW	instagrapi/mixins/video.py	280	CODE
LOW	instagrapi/mixins/video.py	608	CODE
LOW	instagrapi/mixins/video.py	731	CODE
LOW	instagrapi/mixins/video.py	781	CODE
LOW	instagrapi/realtime/client.py	186	CODE

Cross-File Repetition4 hits · 20 pts

Severity	File	Snippet	Context
HIGH	instagrapi/mixins/igtv.py	response 202 status: {"message": "transcode not finished yet.", "status": "fail"}	STRING
HIGH	instagrapi/mixins/album.py	response 202 status: {"message": "transcode not finished yet.", "status": "fail"}	STRING
HIGH	instagrapi/mixins/clip.py	response 202 status: {"message": "transcode not finished yet.", "status": "fail"}	STRING
HIGH	instagrapi/mixins/video.py	response 202 status: {"message": "transcode not finished yet.", "status": "fail"}	STRING

Decorative Section Separators4 hits · 16 pts

Severity	File	Line	Snippet	Context
MEDIUM	instagrapi/mixins/video.py	853	# ---------------------------------	COMMENT
MEDIUM⚡	instagrapi/mixins/video.py	865	# ---------------------------------	COMMENT
MEDIUM⚡	instagrapi/mixins/video.py	868	# ---------------------------------	COMMENT
MEDIUM⚡	instagrapi/mixins/video.py	877	# ---------------------------------	COMMENT

Fake / Example Data9 hits · 12 pts

Severity	File	Line	Snippet	Context
LOW⚡	tests/regression/test_account.py	9	result = client.send_password_reset("user@example.com")	CODE
LOW⚡	tests/regression/test_account.py	18	"email_or_username": "user@example.com",	CODE
LOW⚡	tests/regression/test_account.py	31	client.send_password_reset("user@example.com", recaptcha_challenge_field="challenge")	CODE
LOW	docs/usage-guide/direct.md	130	DirectMessage(id=300761992574947211231231241955932160, user_id=123123123, thread_id=None, timestamp=datetime.datetime(20	CODE
LOW	docs/usage-guide/direct.md	130	DirectMessage(id=300761992574947211231231241955932160, user_id=123123123, thread_id=None, timestamp=datetime.datetime(20	CODE
LOW⚡	docs/usage-guide/direct.md	165	DirectMessage(id=300712312341231237412312312360, user_id=12312312, thread_id=None, timestamp=datetime.datetime(2021, 8,	CODE
LOW⚡	docs/usage-guide/direct.md	165	DirectMessage(id=300712312341231237412312312360, user_id=12312312, thread_id=None, timestamp=datetime.datetime(2021, 8,	CODE
LOW⚡	docs/usage-guide/direct.md	168	DirectMessage(id=300712312341231237412312312360, user_id=12312312, thread_id=None, timestamp=datetime.datetime(2021, 8,	CODE
LOW⚡	docs/usage-guide/direct.md	168	DirectMessage(id=300712312341231237412312312360, user_id=12312312, thread_id=None, timestamp=datetime.datetime(2021, 8,	CODE

Hallucination Indicators1 hit · 10 pts

Severity	File	Line	Snippet	Context
CRITICAL	tests/live/test_device.py	30	request_user_agent = self.cl.last_response.request.headers.get("User-Agent")	CODE

Verbosity Indicators4 hits · 8 pts

Severity	File	Line	Snippet	Context
LOW	instagrapi/mixins/direct.py	829	# Step 3: signed broadcast to raven_attachment/?video=1.	COMMENT
LOW	instagrapi/mixins/direct.py	1050	# Step 3: broadcast voice_attachment with media_id as attachment_fbid.	COMMENT
LOW⚡	examples/load_session_cookie.py	130	# Step 1: Try saved session first	COMMENT
LOW⚡	examples/load_session_cookie.py	137	# Step 2: Try browser cookies	COMMENT

Structural Annotation Overuse4 hits · 8 pts

Severity	File	Line	Snippet	Context
LOW	instagrapi/mixins/direct.py	829	# Step 3: signed broadcast to raven_attachment/?video=1.	COMMENT
LOW	instagrapi/mixins/direct.py	1050	# Step 3: broadcast voice_attachment with media_id as attachment_fbid.	COMMENT
LOW⚡	examples/load_session_cookie.py	130	# Step 1: Try saved session first	COMMENT
LOW⚡	examples/load_session_cookie.py	137	# Step 2: Try browser cookies	COMMENT

Over-Commented Block7 hits · 6 pts

Severity	File	Line	Snippet	Context
LOW	instagrapi/config.py	41	},	COMMENT
LOW	instagrapi/mixins/video.py	861	# "recipient_users":"[]",	COMMENT
LOW	instagrapi/mixins/video.py	901	# "software": config.SOFTWARE.format(**self.device_settings),	COMMENT
LOW	tests/live/test_story.py	821	# class BloksTestCase(_helpers.ClientPrivateTestCase):	COMMENT
LOW	examples/create_sticker.py	21	# sticker_ai = cl.photo_upload_to_cutout_sticker(image_path, bypass_ai=False)	COMMENT
LOW	.github/workflows/publish.yml	1	name: Publish to PyPI	COMMENT
LOW	.github/workflows/codeql-analysis.yml	1	# For most projects, this workflow file will not need changing; you simply need	COMMENT

Modern Structural Boilerplate5 hits · 5 pts

Severity	File	Line	Snippet	Context
LOW	instagrapi/mixins/user.py	41	logger = logging.getLogger(__name__)	CODE
LOW	instagrapi/mixins/captcha.py	16	def set_captcha_handler(self, handler: Optional[Callable[[Dict], str]]) -> None:	CODE
LOW	instagrapi/utils/__init__.py	12	__all__ = [	CODE
LOW	instagrapi/realtime/__init__.py	4	__all__ = ["FbnsClient", "FbnsDeviceAuth", "RealtimeClient"]	CODE
LOW	tests/helpers.py	471	__all__ = [name for name in globals() if not name.startswith("_") and name not in _HELPER_ONLY_NAMES]	CODE

TODO Padding1 hit · 2 pts

Severity	File	Line	Snippet	Context
LOW	instagrapi/mixins/challenge.py	674	# TODO: add validation of account details	COMMENT

Analysis Overview

What These Metrics Mean

Score History

Severity Breakdown

Directory Score Breakdown

Pattern Findings