0.6

Adjusted Signal

0.6

Raw Pattern Score

100%

Time Factor

2026-10-31

Last Push

2.0K

Stars

Python

Language

317.1K

Lines of Code

221

Files

138

Pattern Hits

2026-10-31

Scan Date

0.00

HC Hit Rate

Risk Review · Payload v1

Use each vector to guide manual verification of the underlying findings.

Payload schema: 1.0.0 · Engine: 2.0.0 · Scoring: heuristic-density-v1 · Scan date: 2026-10-31.

Cognitive Ownership Risk 0.7/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 45 finding(s).

Hallucinated Dependency & Supply Chain Risk 0.3/100 · LOW

Are imports declared and package/API names verified? 17 finding(s).

Agent Over-Engineering Ratio 2.0/100 · LOW

Are wrappers, guards, and repeated structures necessary? 85 finding(s).

PR Review Velocity Impact 3.5/100 · LOW

Which changes need focused human review? 138 finding(s).

What These Metrics Mean

Adjusted Signal: Legacy pattern score normalized per 1,000 scanned lines and multiplied by the repository-level time factor. It is not an estimate of AI authorship.
Raw Pattern Score: Sum of severity- and context-weighted pattern findings before applying the time factor.
Time Factor: A coarse multiplier based on repository last-push metadata. It does not identify when individual code was written.
Pattern Hits: Count of configured pattern findings. Review each location and surrounding code before acting.
HC Hit Rate: High- and critical-severity findings per scanned file. Severity is a configured detector weight, not proof of a vulnerability or authorship.
Lines / Files: Scan coverage denominators used by the legacy normalized score.

Pattern-Signal History

This chart tracks the legacy adjusted pattern score across scan runs. Changes can reflect source changes, scan coverage, or detector/scoring versions; they do not measure AI adoption or prove that a team refactored code. Compare runs only when their scoring versions are compatible. The dashed line tracks the raw pattern-hit count.

Severity Breakdown

Groups findings by configured severity weight. Severity is not a confidence estimate, security rating, or proof that a package is missing. Verify imports against the project's manifests and inspect each finding in its local design context.

CRITICAL 0HIGH 1MEDIUM 41LOW 96

Directory Score Breakdown

This horizontal bar chart shows where configured pattern scores accumulate across directories. Treat the bars as locations to inspect, not as evidence of authorship or code quality. Use the file-level findings to decide whether a directory needs a focused ownership, dependency, complexity, or review check.

Pattern Findings

The scanner identified 138 distinct pattern matches across 7 syntactic categories. Each entry below represents a discrete location in the source code where the engine recorded a detector match to inspect in context. 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 configured finding weight (CRITICAL / HIGH / MEDIUM / LOW). The Context column identifies whether the match occurred inside executable code, an inline comment, or a string literal — legacy comment-context matches receive a ×1.5 score weight. The ⚡ bolt icon marks clustered matches: three or more patterns within a 10-line window, each receiving an additional ×1.5 density multiplier under the legacy scoring model.

Excessive Try-Catch Wrapping75 hits · 115 pts

Severity	File	Line	Snippet	Context
LOW	filter.py	22	except Exception as e:	CODE
MEDIUM	filter.py	23	print(f"An error occurred: {e}")	CODE
LOW	filter.py	61	except Exception as e:	CODE
MEDIUM	filter.py	62	print(f"Error checking url: {e},{url}")	CODE
MEDIUM	filter.py	99	# print(f"Error getting resolution: {e},{url}")	COMMENT
LOW	filter.py	141	except Exception as e:	CODE
MEDIUM	filter.py	13	def read_txt_to_array(file_name):	CODE
MEDIUM	main.py	36	print(f"An error occurred: {e}")	CODE
MEDIUM	main.py	26	def read_txt_to_array(file_name):	CODE
MEDIUM	main.py	491	def process_url(url):	CODE
MEDIUM	main.py	1194	def make_m3u(txt_file, m3u_file):	CODE
LOW	main.py	35	except Exception as e:	CODE
LOW	main.py	536	except Exception as e:	CODE
LOW	main.py	734	except Exception as e:	CODE
LOW	main.py	1145	except Exception as e:	STRING
LOW	main.py	1240	except Exception as e:	STRING
LOW	assets/m3u_to_txt.py	68	except Exception as e:	CODE
LOW	assets/snapshot/snapshot.py	16	except Exception as e:	CODE
MEDIUM	assets/snapshot/snapshot.py	17	print(f"An error occurred: {e}")	CODE
LOW	assets/snapshot/snapshot.py	64	except Exception as e:	CODE
MEDIUM	assets/snapshot/snapshot.py	7	def read_txt_to_array(file_name):	CODE
LOW	assets/freetv/freetv.py	44	except Exception as e:	CODE
MEDIUM	assets/freetv/freetv.py	45	print(f"An error occurred: {e}")	CODE
LOW	assets/freetv/freetv.py	83	except Exception as e:	CODE
LOW	assets/freetv/freetv.py	127	except Exception as e:	CODE
LOW	assets/freetv/freetv.py	181	except Exception as e:	CODE
MEDIUM	assets/freetv/freetv.py	35	def read_txt_to_array(file_name):	CODE
MEDIUM	assets/freetv/freetv.py	57	def process_url(url):	CODE
LOW	assets/blacklist2/blacklist2.py	38	except Exception as e:	CODE
LOW	assets/blacklist2/blacklist2.py	98	except Exception as e:	CODE
MEDIUM	assets/blacklist2/blacklist2.py	99	print(f"Error checking {url}: {e}")	CODE
LOW	assets/blacklist2/blacklist2.py	112	except Exception as e:	CODE
MEDIUM	assets/blacklist2/blacklist2.py	113	print(f"Error checking {url}: {e}")	CODE
LOW	assets/blacklist2/blacklist2.py	159	except Exception as e:	CODE
MEDIUM	assets/blacklist2/blacklist2.py	160	print(f"Error checking {url}: {e}")	CODE
LOW	assets/blacklist2/blacklist2.py	187	except Exception as e:	CODE
MEDIUM	assets/blacklist2/blacklist2.py	188	print(f"Error checking {url}: {e}")	CODE
LOW	assets/blacklist2/blacklist2.py	297	except Exception as e:	CODE
MEDIUM	assets/blacklist2/blacklist2.py	105	def check_rtmp_url(url, timeout):	CODE
MEDIUM	assets/blacklist2/blacklist2.py	116	def check_rtp_url(url, timeout):	CODE
MEDIUM	assets/blacklist2/blacklist2.py	163	def check_p2p_url(url, timeout):	CODE
MEDIUM	assets/blacklist2/blacklist2.py	268	def process_url(url):	CODE
LOW	assets/special/special.py	16	except Exception as e:	CODE
MEDIUM	assets/special/special.py	17	print(f"An error occurred: {e}")	CODE
LOW	assets/special/special.py	73	except Exception as e:	CODE
LOW	assets/special/special.py	105	except Exception as e:	CODE
MEDIUM	assets/special/special.py	7	def read_txt_to_array(file_name):	CODE
MEDIUM	assets/special/special.py	42	def process_url(url):	CODE
LOW	assets/blacklist1/blacklist-test.py	72	except Exception as e:	CODE
MEDIUM	assets/blacklist1/blacklist-test.py	73	print(f"Error checking {url}: {e}")	CODE
LOW	assets/blacklist1/blacklist-test.py	86	except Exception as e:	CODE
MEDIUM	assets/blacklist1/blacklist-test.py	87	print(f"Error checking {url}: {e}")	CODE
LOW	assets/blacklist1/blacklist-test.py	133	except Exception as e:	CODE
MEDIUM	assets/blacklist1/blacklist-test.py	134	print(f"Error checking {url}: {e}")	CODE
LOW	assets/blacklist1/blacklist-test.py	161	except Exception as e:	CODE
MEDIUM	assets/blacklist1/blacklist-test.py	162	print(f"Error checking {url}: {e}")	CODE
LOW	assets/blacklist1/blacklist-test.py	264	except Exception as e:	CODE
MEDIUM	assets/blacklist1/blacklist-test.py	79	def check_rtmp_url(url, timeout):	CODE
MEDIUM	assets/blacklist1/blacklist-test.py	90	def check_rtp_url(url, timeout):	CODE
MEDIUM	assets/blacklist1/blacklist-test.py	137	def check_p2p_url(url, timeout):	CODE
15 more matches not shown…

Deep Nesting20 hits · 20 pts

Severity	File	Line	Context
LOW	filter.py	38	CODE
LOW	main.py	70	CODE
LOW	main.py	354	CODE
LOW	main.py	491	CODE
LOW	main.py	1194	CODE
LOW	assets/txt_to_m3u.py	3	CODE
LOW	assets/freetv/freetv.py	57	CODE
LOW	assets/blacklist2/blacklist2.py	65	CODE
LOW	assets/blacklist2/blacklist2.py	206	CODE
LOW	assets/blacklist2/blacklist2.py	268	CODE
LOW	assets/blacklist2/blacklist2.py	332	CODE
LOW	assets/special/special.py	42	CODE
LOW	assets/blacklist1/blacklist-test.py	46	CODE
LOW	assets/blacklist1/blacklist-test.py	180	CODE
LOW	assets/blacklist1/blacklist-test.py	241	CODE
LOW	assets/blacklist1/blacklist-test.py	299	CODE
LOW	assets/blacklist1/blacklist1.py	27	CODE
LOW	assets/blacklist1/blacklist1.py	172	CODE
LOW	assets/blacklist1/blacklist1.py	234	CODE
LOW	assets/blacklist1/blacklist1.py	290	CODE

Over-Commented Block16 hits · 16 pts

Severity	File	Line	Snippet	Context
LOW	filter.py	81	cap.release()	COMMENT
LOW	main.py	1121	# with open(output_file_simple, 'w', encoding='utf-8') as f:	COMMENT
LOW	main.py	1161	if name == channel_name:	COMMENT
LOW	main.py	1181	# if logo_url is None: #not found logo	COMMENT
LOW	…s/snapshot/2024-11-09(M)/20241109093830_live202405.txt	1461	济宁综合,http://lives.jnnews.tv/video/s10001-JNTV-1/index.m3u8?shandd	COMMENT
LOW	…s/snapshot/2024-11-09(M)/20241109093830_live202405.txt	1481	#广饶科教文艺,http://8.137.59.151:3000/shandong/qilu.php?id=dygrkj	COMMENT
LOW	…s/snapshot/2024-11-09(M)/20241109093830_live202405.txt	1501	#安丘综合,http://8.137.59.151:3000/shandong/qilu.php?id=wfaqzh	COMMENT
LOW	…s/snapshot/2024-11-09(M)/20241109093830_live202405.txt	1521	#海阳综合,http://8.137.59.151:3000/shandong/qilu.php?id=ythyzh	COMMENT
LOW	…s/snapshot/2024-11-09(M)/20241109093830_live202405.txt	1541	#临淄新闻综合,http://8.137.59.151:3000/shandong/qilu.php?id=zblzxw	COMMENT
LOW	…s/snapshot/2024-11-09(M)/20241109093830_live202405.txt	1561	#惠民综合,http://8.137.59.151:3000/shandong/qilu.php?id=bzhmzh	COMMENT
LOW	…s/snapshot/2024-11-09(M)/20241109093830_live202405.txt	1581	#庆云生活,http://8.137.59.151:3000/shandong/qilu.php?id=dzqysh	COMMENT
LOW	…s/snapshot/2024-11-09(M)/20241109093830_live202405.txt	1601	#嘉祥综合,http://8.137.59.151:3000/shandong/qilu.php?id=jijiazh	COMMENT
LOW	…s/snapshot/2024-11-09(M)/20241109093830_live202405.txt	1621	#茌平综合,http://8.137.59.151:3000/shandong/qilu.php?id=lccpzh	COMMENT
LOW	…s/snapshot/2024-11-09(M)/20241109093830_live202405.txt	1641	#河东综合,http://8.137.59.151:3000/shandong/qilu.php?id=lyhdzh	COMMENT
LOW	…s/snapshot/2024-11-09(M)/20241109093830_live202405.txt	1661	#莒县综合,http://8.137.59.151:3000/shandong/qilu.php?id=rzjx1	COMMENT
LOW	assets/fofa/fofa.py	61	# time.sleep(random.uniform(1, 5)) # 延迟 1 到 5 秒之间的随机时间	COMMENT

Unused Imports16 hits · 16 pts

Severity	File	Line	Context
LOW	filter.py	5	CODE
LOW	assets/snapshot/snapshot.py	3	CODE
LOW	assets/iptv-org/iptv-org.py	2	CODE
LOW	assets/iptv-org/iptv-org.py	3	CODE
LOW	assets/iptv-org/iptv-org.py	4	CODE
LOW	assets/iptv-org/iptv-org.py	5	CODE
LOW	assets/iptv-org/iptv-org.py	6	CODE
LOW	assets/iptv-org/iptv-org.py	6	CODE
LOW	assets/iptv-org/iptv-org.py	6	CODE
LOW	assets/freetv/freetv.py	2	CODE
LOW	assets/freetv/freetv.py	3	CODE
LOW	assets/freetv/freetv.py	4	CODE
LOW	assets/special/special.py	2	CODE
LOW	assets/special/special.py	3	CODE
LOW	assets/special/special.py	3	CODE
LOW	assets/special/special.py	3	CODE

Hyper-Verbose Identifiers9 hits · 9 pts

Severity	File	Line	Snippet	Context
LOW	main.py	14	def traditional_to_simplified(text: str) -> str:	CODE
LOW	main.py	70	def load_active_failure_blacklist():	CODE
LOW	main.py	126	def load_active_host_blacklist():	CODE
LOW	main.py	328	def normalize_failure_cache_url(url):	CODE
LOW	tools/stream-check-state.js	143	function seedHostHistoryFromFailureCache(state) {	CODE
LOW	assets/m3u_to_txt.py	7	def traditional_to_simplified(text: str) -> str:	CODE
LOW	assets/blacklist2/blacklist2.py	206	def process_urls_multithreaded(lines, max_workers=10):	CODE
LOW	assets/blacklist1/blacklist-test.py	180	def process_urls_multithreaded(lines, max_workers=18):	CODE
LOW	assets/blacklist1/blacklist1.py	172	def process_urls_multithreaded(lines, max_workers=30):	CODE

Cross-Language Confusion1 hit · 5 pts

Severity	File	Line	Snippet	Context
HIGH	main.py	809	function gtag(){dataLayer.push(arguments);}	CODE

Decorative Section Separators1 hit · 3 pts

Severity	File	Line	Snippet	Context
MEDIUM	assets/fofa/fofa.py	55	# --------------------------------------	COMMENT

kimwang1978/collect-txt

Open-Source Code Quality, Security and Technical Debt Review