1.7

Adjusted Signal

1.7

Raw Pattern Score

100%

Time Factor

2026-10-30

Last Push

14.4K

Stars

C++

Language

46.4K

Lines of Code

270

Files

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 8.4/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 80 finding(s).

Hallucinated Dependency & Supply Chain Risk 0.0/100 · LOW

Are imports declared and package/API names verified? 0 finding(s).

Agent Over-Engineering Ratio 0.0/100 · LOW

Are wrappers, guards, and repeated structures necessary? 0 finding(s).

PR Review Velocity Impact 8.3/100 · LOW

Which changes need focused human review? 80 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 0MEDIUM 0LOW 80

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 80 distinct pattern matches across 3 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.

Over-Commented Block78 hits · 78 pts

Severity	File	Line	Snippet	Context
LOW	config.example.json	41	//name: Name of the client,'default' by default	COMMENT
LOW	config.example.json	61	//any synchronous interface of it.	COMMENT
LOW	config.example.json	181	//presents an absolute path, otherwise it presents a relative path to	COMMENT
LOW	config.example.json	201	//by "dynamic_views_path"	COMMENT
LOW	config.example.json	221	//setting max number of significant digits in string, "decimal" means setting max number of	COMMENT
LOW	config.example.json	241	//The TRACE level is only valid when built in DEBUG mode.	COMMENT
LOW	config.example.json	261	"static_files_cache_time": 5,	COMMENT
LOW	config.example.json	281	"server_header_field": "",	COMMENT
LOW	config.example.json	301	//file with the extension ".br" in the same path and send the compressed file to the client.	COMMENT
LOW	config.example.yaml	1	# This is a YAML format configuration file	COMMENT
LOW	config.example.yaml	21	# https: true	COMMENT
LOW	config.example.yaml	41	# # host: Server address,localhost by default	COMMENT
LOW	config.example.yaml	61	# # zero or negative value means no timeout.	COMMENT
LOW	config.example.yaml	81	# # username: '' by default which means 'default' in redis ACL	COMMENT
LOW	config.example.yaml	101	enable_session: true	COMMENT
LOW	config.example.yaml	121	# static_file_headers: Headers for static files	COMMENT
LOW	config.example.yaml	161	default_content_type: text/plain	COMMENT
LOW	config.example.yaml	181	# by "dynamic_views_path"	COMMENT
LOW	config.example.yaml	201	# digits after "." in string	COMMENT
LOW	config.example.yaml	221	# display_local_time: false by default, if true, the log time is displayed in local time	COMMENT
LOW	config.example.yaml	241	# - path: /path/name	COMMENT
LOW	config.example.yaml	261	# After the maximum number of requests are made, the connection is closed.	COMMENT
LOW	config.example.yaml	281	# Setting it to "" means no limit.	COMMENT
LOW	third_party/mman-win32/mman.h	21	#if defined(MMAN_LIBRARY)	COMMENT
LOW	third_party/mman-win32/mman.h	41	#ifdef __cplusplus	COMMENT
LOW	examples/redis_cache/config.json	41	//enable_session: False by default	COMMENT
LOW	examples/redis_cache/config.json	121	//it is relative path of document_root path	COMMENT
LOW	examples/redis_cache/config.json	141	"log": {	COMMENT
LOW	examples/redis_cache/config.json	161	//uses sendfile() system-call to send static files to clients;	COMMENT
LOW	examples/redis_cache/config.json	181	"enable_server_header": true,	COMMENT
LOW	examples/redis_cache/config.json	201	//client_max_body_size: Set the maximum body size of HTTP requests received by drogon. The default value is "1M"	COMMENT
LOW	examples/simple_reverse_proxy/config.json	81	//"log_path": "./",	COMMENT
LOW	examples/simple_reverse_proxy/config.json	101	//use_gzip: True by default, use gzip to compress the response body's content;	COMMENT
LOW	examples/simple_reverse_proxy/config.json	121	"keepalive_requests": 0,	COMMENT
LOW	lib/inc/drogon/drogon_test.h	21	{	COMMENT
LOW	lib/inc/drogon/drogon_test.h	41	#define DROGON_TEST_START_SUPRESSION_ _Pragma("GCC diagnostic push")	COMMENT
LOW	lib/inc/drogon/drogon_test.h	341	/// Out-of-line assertion reporting.	COMMENT
LOW	lib/inc/drogon/HttpAppFramework.h	21	#include <drogon/CacheMap.h>	COMMENT
LOW	lib/inc/drogon/HttpAppFramework.h	41	#include <string>	COMMENT
LOW	lib/inc/drogon/CacheMap.h	21	#include <map>	COMMENT
LOW	lib/inc/drogon/WebSocketController.h	21	#include <trantor/utils/Logger.h>	COMMENT
LOW	lib/inc/drogon/drogon.h	21		COMMENT
LOW	lib/inc/drogon/HttpClient.h	21	#include <drogon/HttpRequest.h>	COMMENT
LOW	lib/inc/drogon/HttpRequest.h	21	#include <drogon/Session.h>	COMMENT
LOW	lib/inc/drogon/HttpBinder.h	21	#include <drogon/DrClassMap.h>	COMMENT
LOW	lib/inc/drogon/utils/Utilities.h	21	#include <trantor/utils/LogStream.h>	COMMENT
LOW	lib/tests/integration_test/server/PipeliningTest.h	1	#pragma once	COMMENT
LOW	lib/src/HttpClientImpl.h	21	#include <trantor/net/TcpClient.h>	COMMENT
LOW	lib/src/HttpRequestImpl.h	21	#include <drogon/HttpRequest.h>	COMMENT
LOW	orm_lib/inc/drogon/orm/Field.h	21	#include <string_view>	COMMENT
LOW	orm_lib/inc/drogon/orm/Field.h	121	// return *data_;	COMMENT
LOW	orm_lib/inc/drogon/orm/SqlBinder.h	21	#include <drogon/orm/ResultIterator.h>	COMMENT
LOW	orm_lib/inc/drogon/orm/SqlBinder.h	41	#include <winsock2.h>	COMMENT
LOW	orm_lib/inc/drogon/orm/Exception.h	681	// const char sqlstate[] = nullptr) : sql_error(err, Q, sqlstate) {}	COMMENT
LOW	orm_lib/inc/drogon/orm/Exception.h	701	// };	COMMENT
LOW	orm_lib/inc/drogon/orm/DbClient.h	21	#include <drogon/orm/ResultIterator.h>	COMMENT
LOW	orm_lib/tests/postgresql/Tag.h	1	/**	COMMENT
LOW	orm_lib/tests/postgresql/BlogTag.h	1	/**	COMMENT
LOW	orm_lib/tests/postgresql/Users.h	1	/**	COMMENT
LOW	orm_lib/tests/postgresql/Blog.h	1	/**	COMMENT
18 more matches not shown…

Redundant / Tautological Comments1 hit · 2 pts

Severity	File	Line	Snippet	Context
LOW	format.sh	6	# Check if clang-format version is 17 to avoid inconsistent formatting	COMMENT

TODO Padding1 hit · 2 pts

Severity	File	Line	Snippet	Context
LOW	third_party/mman-win32/mman.c	16	//TODO: implement	COMMENT

drogonframework/drogon

Open-Source Code Quality, Security and Technical Debt Review