1.7

Adjusted Signal

1.7

Raw Pattern Score

100%

Time Factor

—

Last Push

—

Stars

—

Language

242.6K

Lines of Code

1.0K

Files

405

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 8.0/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 405 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 8.0/100 · LOW

Which changes need focused human review? 405 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 405

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 405 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 Block399 hits · 395 pts

Severity	File	Line	Snippet	Context
LOW	crypto/blake2/blake2b-load-avx2-simple.h	1	#ifndef BLAKE2_AVX2_BLAKE2B_LOAD_AVX2_SIMPLE_H	COMMENT
LOW	crypto/blake2/blake2b-load-avx2-simple.h	21	#define BLAKE2B_LOAD_MSG_4_2(b0) b0 = _mm256_set_epi64x(m15, m4, m7, m0);	COMMENT
LOW	crypto/blake2/blake2b-load-avx2-simple.h	41	#define BLAKE2B_LOAD_MSG_9_2(b0) b0 = _mm256_set_epi64x(m5, m6, m4, m2);	COMMENT
LOW	crypto/blake2/blake2b-load-sse2.h	21	#define LOAD_MSG_0_4(b0, b1) b0 = _mm_set_epi64x(m11, m9); b1 = _mm_set_epi64x(m15, m13)	COMMENT
LOW	crypto/blake2/blake2b-load-sse2.h	41	#define LOAD_MSG_5_4(b0, b1) b0 = _mm_set_epi64x(m5, m13); b1 = _mm_set_epi64x(m9, m14)	COMMENT
LOW	crypto/blake2/blake2b-load-sse2.h	61	#define LOAD_MSG_10_4(b0, b1) b0 = _mm_set_epi64x(m11, m9); b1 = _mm_set_epi64x(m15, m13)	COMMENT
LOW	crypto/blake2/blake2b.c	21	#include "blake2-impl.h"	COMMENT
LOW	crypto/blake2/blake2-config.h	21	#endif	COMMENT
LOW	crypto/blake2/blake2-config.h	41	#endif	COMMENT
LOW	crypto/blake2/blake2-config.h	61		COMMENT
LOW	crypto/blake2/blake2-impl.h	21	#if !defined(__cplusplus) && (!defined(__STDC_VERSION__) \|\| __STDC_VERSION__ < 199901L)	COMMENT
LOW	crypto/ed25519-donna/ed25519-donna-portable-identify.h	1	/* os */	COMMENT
LOW	crypto/ed25519-donna/ed25519-donna-portable-identify.h	21	#endif	COMMENT
LOW	crypto/ed25519-donna/ed25519-donna-portable-identify.h	41	#if defined(__clang__)	COMMENT
LOW	crypto/ed25519-donna/ed25519-donna-portable-identify.h	61	#define CPU_SPARC	COMMENT
LOW	crypto/ed25519-donna/ed25519-donna.h	21	#endif	COMMENT
LOW	crypto/ed25519-donna/ed25519-donna.h	41	#endif	COMMENT
LOW	crypto/ed25519-donna/ed25519-donna.h	101	#include "ed25519-donna-64bit-x86.h"	COMMENT
LOW	crypto/ed25519-donna/ed25519-donna-portable.h	1	#include "ed25519-donna-portable-identify.h"	COMMENT
LOW	crypto/ed25519-donna/ed25519-donna-portable.h	21	#define DONNA_INLINE inline __attribute__((always_inline))	COMMENT
LOW	crypto/ed25519-donna/ed25519-donna-portable.h	41	#define shl128_pair(out,hi,lo,shift) out = __shiftleft128(lo, hi, shift);	COMMENT
LOW	crypto/ed25519-donna/ed25519-donna-portable.h	61	#define shr128_pair(out,hi,lo,shift) __asm__ ("shrdq %2,%1,%0" : "+r" (lo) : "r" (hi), "J" (shift)); out = lo;	COMMENT
LOW	crypto/ed25519-donna/fuzz/ed25519-donna-sse2.c	1	#define ED25519_SUFFIX _sse2	COMMENT
LOW	ci/actions/generate_next_git_tag.sh	1	#!/bin/bash	COMMENT
LOW	nano/pch.hpp	1	#pragma once	COMMENT
LOW	nano/pch.hpp	21	#include <boost/lexical_cast.hpp>	COMMENT
LOW	nano/pch.hpp	41	#include <condition_variable>	COMMENT
LOW	nano/pch.hpp	61	#include <set>	COMMENT
LOW	nano/pch.hpp	81	#include <fmt/core.h>	COMMENT
LOW	nano/load_test/entry.cpp	1	#include <nano/boost/asio/connect.hpp>	COMMENT
LOW	nano/crypto/blake2/blake2.h	1	#pragma once	COMMENT
LOW	nano/messages/telemetry.hpp	1	#pragma once	COMMENT
LOW	nano/messages/deserialize_message.cpp	1	#include <nano/lib/block_type.hpp>	COMMENT
LOW	nano/messages/message_visitor.hpp	1	#pragma once	COMMENT
LOW	nano/messages/message_header.cpp	1	#include <nano/lib/block_type.hpp>	COMMENT
LOW	nano/messages/messages.hpp	1	#pragma once	COMMENT
LOW	nano/crypto_lib/secure_memory.hpp	1	#include <cstddef>	COMMENT
LOW	nano/crypto_lib/secure_memory.cpp	1	#include <nano/crypto_lib/secure_memory.hpp>	COMMENT
LOW	nano/crypto_lib/secure_memory.cpp	21	#elif defined(__GNUC__)	COMMENT
LOW	nano/nano_wallet/entry.cpp	1	#include <nano/crypto_lib/random_pool.hpp>	COMMENT
LOW	nano/nano_wallet/entry.cpp	21	#include <nano/node/node_scope_guard.hpp>	COMMENT
LOW	nano/core_test/bootstrap_topo_blocks.cpp	1	#include <nano/lib/blockbuilders.hpp>	COMMENT
LOW	nano/core_test/bootstrap_topo_scan.cpp	1	#include <nano/lib/container_info.hpp>	COMMENT
LOW	nano/core_test/ipc.cpp	1	#include <nano/lib/ipc_client.hpp>	COMMENT
LOW	nano/core_test/inproc.cpp	1	#include <nano/lib/blockbuilders.hpp>	COMMENT
LOW	nano/core_test/network.cpp	1	#include <nano/crypto_lib/random_pool.hpp>	COMMENT
LOW	nano/core_test/network.cpp	21	#include <nano/test_common/network.hpp>	COMMENT
LOW	nano/core_test/cementing_set.cpp	1	#include <nano/lib/blockbuilders.hpp>	COMMENT
LOW	nano/core_test/backend.cpp	1	#include <nano/lib/config.hpp>	COMMENT
LOW	nano/core_test/object_stream.cpp	1	#include <nano/lib/numbers.hpp>	COMMENT
LOW	nano/core_test/difficulty.cpp	1	#include <nano/lib/block_type.hpp>	COMMENT
LOW	nano/core_test/toml.cpp	1	#include <nano/lib/config_template.hpp>	COMMENT
LOW	nano/core_test/toml.cpp	21	#include <nano/node/local_block_broadcaster.hpp>	COMMENT
LOW	nano/core_test/ledger.cpp	1	#include <nano/lib/blockbuilders.hpp>	COMMENT
LOW	nano/core_test/ledger.cpp	21	#include <nano/secure/vote.hpp>	COMMENT
LOW	nano/core_test/deserialize_message.cpp	1	#include <nano/lib/block_type.hpp>	COMMENT
LOW	nano/core_test/election.cpp	1	#include <nano/lib/blockbuilders.hpp>	COMMENT
LOW	nano/core_test/active_elections.cpp	1	#include <nano/lib/blockbuilders.hpp>	COMMENT
LOW	nano/core_test/active_elections.cpp	21	#include <nano/node/transport/fake.hpp>	COMMENT
LOW	nano/core_test/ledger_upgrades.cpp	1	#include <nano/lib/block_sideband.hpp>	COMMENT
339 more matches not shown…

Redundant / Tautological Comments4 hits · 6 pts

Severity	File	Line	Snippet	Context
LOW	util/changelog.py	222	# Check if the common ancestor exists in the commit list.	COMMENT
LOW	ci/actions/generate_next_git_tag.sh	191	# Check if the current commit is included in the last tag	COMMENT
LOW	systest/daemon_interrupt.sh	24	# Check if the process has stopped using a timeout to avoid infinite waiting	COMMENT
LOW	systest/rpc_stop.sh	31	# Check if the process has stopped using a timeout to avoid infinite waiting	COMMENT

Deep Nesting2 hits · 2 pts

Severity	File	Line	Snippet	Context
LOW	util/changelog.py	181		CODE
LOW	util/changelog.py	404		CODE

nanocurrency/nano-node

Open-Source Code Quality, Security and Technical Debt Review