9.0

Adjusted Signal

9.0

Raw Pattern Score

100%

Time Factor

2026-10-30

Last Push

22.1K

Stars

Language

19.0K

Lines of Code

Files

240

Pattern Hits

2026-10-31

Scan Date

0.08

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 33.5/100 · MEDIUM

Can maintainers explain intent, assumptions, and trade-offs? 237 finding(s).

Hallucinated Dependency & Supply Chain Risk 3.9/100 · LOW

Are imports declared and package/API names verified? 3 finding(s).

Agent Over-Engineering Ratio 2.5/100 · LOW

Are wrappers, guards, and repeated structures necessary? 12 finding(s).

PR Review Velocity Impact 49.3/100 · MEDIUM

Which changes need focused human review? 240 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 3MEDIUM 2LOW 235

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 240 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.

Over-Commented Block221 hits · 137 pts

Severity	File	Line	Snippet	Context
LOW	misc/musl/musl-static-ubuntu.sh	1	#!/usr/bin/env sh	COMMENT
LOW	misc/test/nnn_runner.sh	1	#!/bin/sh	COMMENT
LOW	misc/test/nnn_runner.sh	21	#	COMMENT
LOW	misc/test/nnn_runner.sh	41	# Left Send arrow left (\033[D)	COMMENT
LOW	misc/test/verify-du.sh	1	#!/bin/sh	COMMENT
LOW	misc/test/test-76ee5803.sh	1	#!/bin/sh	COMMENT
LOW	misc/packagecore/packagecore.yaml	101	# - libreadline7	COMMENT
LOW	src/icons.h	21	#define ICON_STR(I, N, E) N	COMMENT
LOW	src/icons.h	41	#define ICON_PADDING_LEFT ""	COMMENT
LOW	src/icons.h	61	#define ICON_CLOJURE ICON_STR(MFIZZ_CLOJURE, "", "")	COMMENT
LOW	src/icons.h	81	#define ICON_MANUAL ICON_STR(FILE_MANPAGE, "󱓷", "❓")	COMMENT
LOW	src/icons.h	101	#define ICON_TEX ICON_STR(FILE_TEX, "󰙩", ICON_DOCUMENT)	COMMENT
LOW	src/nnn.c	41	#endif	COMMENT
LOW	src/nnn.c	61		COMMENT
LOW	src/nnn.c	81	#include <locale.h>	COMMENT
LOW	src/nnn.c	101	#include <time.h>	COMMENT
LOW	src/nnn.c	121	* (-std=...) and not all standard libraries do or supply it, e.g.	COMMENT
LOW	src/nnn.c	141	* https://github.com/jarun/nnn/issues/1692	COMMENT
LOW	src/nnn.c	161	#ifndef S_BLKSIZE	COMMENT
LOW	src/nnn.c	181	#undef MAX	COMMENT
LOW	src/nnn.c	201	#define NEWLINE_CHAR '\n'	COMMENT
LOW	src/nnn.c	221	#define SIZE_8KB (8 * 1024) /* 8 KB in bytes */	COMMENT
LOW	src/nnn.c	241		COMMENT
LOW	src/nnn.c	261	#define FILE_SCANNED 0x20	COMMENT
LOW	src/nnn.c	581	alignas(max_align_t) static char g_pipepath[TMP_LEN_MAX];	COMMENT
LOW	src/nnn.c	601	#define UTIL_SH_EXEC 7	COMMENT
LOW	src/nnn.c	661	/* Common strings */	COMMENT
LOW	src/nnn.c	681	#define MSG_NEW_PATH 19	COMMENT
LOW	src/nnn.c	801	"nnn",	COMMENT
LOW	src/nnn.c	861	#define C_HRD (C_FIL + 1) /* Hard link: Plum4 */	COMMENT
LOW	src/nnn.c	881	#define NUM_EVENT_SLOTS 1	COMMENT
LOW	src/nnn.c	901	#define setdirwatch() (cfg.filtermode ? (presel = FILTER) : (watch = TRUE))	COMMENT
LOW	src/icons-in-terminal.h	1	#ifndef ICONS_IN_TERMINAL	COMMENT
LOW	src/icons-in-terminal.h	21	# define POWERLINE_EXTRA_FORWARDSLASH_SEPARATOR_REDUNDANT "\ue0bd"	COMMENT
LOW	src/icons-in-terminal.h	41	# define POWERLINE_EXTRA_TRAPEZOID_TOP_BOTTOM_MIRRORED "\ue0d4"	COMMENT
LOW	src/icons-in-terminal.h	61	# define OCT_FILE_PDF "\ue013"	COMMENT
LOW	src/icons-in-terminal.h	81	# define OCT_TOOLS "\ue027"	COMMENT
LOW	src/icons-in-terminal.h	101	# define OCT_CREDIT_CARD "\ue03b"	COMMENT
LOW	src/icons-in-terminal.h	121	# define OCT_PLUS "\ue04f"	COMMENT
LOW	src/icons-in-terminal.h	141	# define OCT_BOOKMARK "\ue063"	COMMENT
LOW	src/icons-in-terminal.h	161	# define OCT_ELLIPSIS "\ue077"	COMMENT
LOW	src/icons-in-terminal.h	181	# define OCT_TERMINAL "\ue08b"	COMMENT
LOW	src/icons-in-terminal.h	201	# define OCT_BOLD "\ue09f"	COMMENT
LOW	src/icons-in-terminal.h	221	# define FA_USER "\ue0e8"	COMMENT
LOW	src/icons-in-terminal.h	241	# define FA_INBOX "\ue0fc"	COMMENT
LOW	src/icons-in-terminal.h	261	# define FA_BOLD "\ue110"	COMMENT
LOW	src/icons-in-terminal.h	281	# define FA_ARROWS "\ue124"	COMMENT
LOW	src/icons-in-terminal.h	301	# define FA_TIMES_CIRCLE_O "\ue138"	COMMENT
LOW	src/icons-in-terminal.h	321	# define FA_PLANE "\ue14c"	COMMENT
LOW	src/icons-in-terminal.h	341	# define FA_THUMBS_O_UP "\ue160"	COMMENT
LOW	src/icons-in-terminal.h	361	# define FA_UNLOCK "\ue174"	COMMENT
LOW	src/icons-in-terminal.h	381	# define FA_ARROWS_ALT "\ue188"	COMMENT
LOW	src/icons-in-terminal.h	401	# define FA_GOOGLE_PLUS_SQUARE "\ue19c"	COMMENT
LOW	src/icons-in-terminal.h	421	# define FA_UMBRELLA "\ue1b0"	COMMENT
LOW	src/icons-in-terminal.h	441	# define FA_PLUS_SQUARE "\ue1c4"	COMMENT
LOW	src/icons-in-terminal.h	461	# define FA_FOLDER_O "\ue1d8"	COMMENT
LOW	src/icons-in-terminal.h	481	# define FA_INFO "\ue1ec"	COMMENT
LOW	src/icons-in-terminal.h	501	# define FA_UNLOCK_ALT "\ue200"	COMMENT
LOW	src/icons-in-terminal.h	521	# define FA_GBP "\ue214"	COMMENT
LOW	src/icons-in-terminal.h	541	# define FA_XING_SQUARE "\ue228"	COMMENT
161 more matches not shown…

Cross-Language Confusion3 hits · 15 pts

Severity	File	Line	Snippet	Context
HIGH	misc/test/test-listing-selection.py	24	if (argc != 6 \|\| fstat(STDIN_FILENO, &sb) \|\| sb.st_size <= 0 \|\| sb.st_size > UINT_MAX)	CODE
HIGH	misc/test/test-listing-selection.py	28	if (!pselbuf \|\| fread(pselbuf, 1, selbuflen, stdin) != selbuflen \|\| pselbuf[selbufpos - 1])	CODE
HIGH	misc/test/test-listing-selection.py	41	if (nselected != selected \|\| g_state.selmode != !atoi(argv[4]) \|\| selbufpos > selbuflen)	CODE

Hyper-Verbose Identifiers12 hits · 10 pts

Severity	File	Line	Snippet	Context
LOW⚡	misc/test/test-listing-selection.py	90	def test_literal_directory_names(self):	STRING
LOW⚡	misc/test/test-listing-selection.py	98	def test_multiple_and_nested_paths(self):	STRING
LOW⚡	misc/test/test-listing-selection.py	102	def test_newline_followed_by_slash_is_not_a_separator(self):	STRING
LOW⚡	misc/test/test-listing-selection.py	106	def test_expansion_beyond_original_allocation(self):	STRING
LOW⚡	misc/test/test-listing-selection.py	111	def test_repeated_normalization(self):	STRING
LOW⚡	misc/test/test-listing-selection.py	115	def test_sibling_prefix_is_unchanged(self):	STRING
LOW⚡	misc/test/test-listing-selection.py	118	def test_listing_directory_itself(self):	STRING
LOW⚡	misc/test/test-listing-selection.py	121	def test_root_prefix_preserves_existing_serialization(self):	STRING
LOW⚡	misc/test/test-listing-selection.py	124	def test_selection_mode_is_preserved_when_requested(self):	STRING
LOW⚡	misc/test/test-listing-selection.py	127	def test_non_listing_selection_is_unchanged(self):	STRING
LOW	misc/test/test-quitcd-fish.py	68	def test_missing_directory_does_not_change_directory(self):	CODE
LOW	misc/test/test-quitcd-fish.py	74	def test_no_lastd_does_not_change_directory(self):	CODE

Self-Referential Comments1 hit · 3 pts

Severity	File	Line	Snippet	Context
MEDIUM	misc/test/nnn_runner.sh	305	# Create a FIFO for feeding input to nnn	COMMENT

AI Slop Vocabulary1 hit · 3 pts

Severity	File	Line	Snippet	Context
MEDIUM	src/nnn.c	5964	// TODO: Find a more robust solution.	COMMENT

Example Usage Blocks1 hit · 2 pts

Severity	File	Line	Snippet	Context
LOW	misc/test/nnn_runner.sh	11	# Usage:	COMMENT

Slop Phrases1 hit · 2 pts

Severity	File	Line	Snippet	Context
LOW	misc/test/benchmark.sh	5	# Don't forget to build nnn in benchmark mode: make O_BENCH=1	COMMENT

jarun/nnn

Open-Source Code Quality, Security and Technical Debt Review