6.1

Adjusted Signal

6.1

Raw Pattern Score

100%

Time Factor

2026-10-30

Last Push

3.3K

Stars

C++

Language

45.3K

Lines of Code

1.7K

Files

356

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 23.9/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 348 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 2.9/100 · LOW

Are wrappers, guards, and repeated structures necessary? 8 finding(s).

PR Review Velocity Impact 33.8/100 · MEDIUM

Which changes need focused human review? 356 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 9LOW 347

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 356 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 Block347 hits · 243 pts

Severity	File	Line	Snippet	Context
LOW	customext/dummy_rocc_test.c	1	// The following is a RISC-V program to test the functionality of the	COMMENT
LOW	softfloat/specialize.h	1	// See LICENSE for license details.	COMMENT
LOW	softfloat/specialize.h	21	----------------------------------------------------------------------------/	COMMENT
LOW	softfloat/softfloat.h	1	// See LICENSE for license details.	COMMENT
LOW	softfloat/platform.h	1	// See LICENSE for license details.	COMMENT
LOW	fdt/libfdt_env.h	1	/* SPDX-License-Identifier: (GPL-2.0-or-later OR BSD-2-Clause) */	COMMENT
LOW	fdt/fdt.h	61	#define FDT_V2_SIZE (FDT_V1_SIZE + sizeof(fdt32_t))	COMMENT
LOW	fesvr/htif.h	1	// See LICENSE for license details.	COMMENT
LOW	fesvr/context.h	1	#ifndef _HTIF_CONTEXT_H	COMMENT
LOW	fesvr/elf.h	1	// See LICENSE for details.	COMMENT
LOW	fesvr/tsi.h	1	#ifndef __SAI_H	COMMENT
LOW	fesvr/dtm.h	1	#ifndef _ROCKET_DTM_H	COMMENT
LOW	scripts/vcs-version.sh	1	#!/usr/bin/env bash	COMMENT
LOW	scripts/vcs-version.sh	21	# where X is the major release, Y is the minor release, Z is the number	COMMENT
LOW	arch_test_target/spike/model_test.h	41	//RVTEST_IO_WRITE_STR	COMMENT
LOW	riscv/zvkned_ext_macros.h	1	// Helper macros to help implement instructions defined as part of	COMMENT
LOW	riscv/zvkned_ext_macros.h	201	(STATE)[ 3] = (STATE)[ 7]; \	COMMENT
LOW	riscv/devices.h	1	#ifndef _RISCV_DEVICES_H	COMMENT
LOW	riscv/vector_unit.h	121	if (is_write)	COMMENT
LOW	riscv/v_ext_macros.h	1	// See LICENSE for license details.	COMMENT
LOW	riscv/imsic.h	1	// See LICENSE for license details.	COMMENT
LOW	riscv/entropy_source.h	21	static const uint32_t OPST_ES16 = 0x2 << 30;	COMMENT
LOW	riscv/decode_macros.h	1	// See LICENSE for license details.	COMMENT
LOW	riscv/decode_macros.h	61	}	COMMENT
LOW	riscv/decode_macros.h	81	#define RVC_FRS2S READ_FREG(insn.rvc_rs2s())	COMMENT
LOW	riscv/decode_macros.h	101	// Zilsd macros	COMMENT
LOW	riscv/decode_macros.h	121	#define FRS1_D READ_FREG_D(insn.rs1())	COMMENT
LOW	riscv/decode_macros.h	161		COMMENT
LOW	riscv/decode_macros.h	321		COMMENT
LOW	riscv/processor.h	1	// See LICENSE for license details.	COMMENT
LOW	riscv/zvksh_ext_macros.h	1	// Helper macros and functions to help implement instructions defined as part of	COMMENT
LOW	riscv/zvksh_ext_macros.h	41	#define T2 0x7A879D8A	COMMENT
LOW	riscv/debug_rom_defines.h	1	// See LICENSE file for license details.	COMMENT
LOW	riscv/debug_rom_defines.h	21	#define DEBUG_ROM_FLAG_GO 0	COMMENT
LOW	riscv/encoding.h	21	#define MSTATUS_UIE _RISCV_UL(0x00000001)	COMMENT
LOW	riscv/encoding.h	41	#define MSTATUS_SDT _RISCV_UL(0x01000000)	COMMENT
LOW	riscv/encoding.h	61	#define SSTATUS_SIE _RISCV_UL(0x00000002)	COMMENT
LOW	riscv/encoding.h	81	#define HSTATUS_SPVP _RISCV_UL(0x00000100)	COMMENT
LOW	riscv/encoding.h	101	#define DCSR_CETRIG (1<<19)	COMMENT
LOW	riscv/encoding.h	121	#define DCSR_CAUSE_DEBUGINT 3	COMMENT
LOW	riscv/encoding.h	141	#define MCONTROL_U (1<<3)	COMMENT
LOW	riscv/encoding.h	161		COMMENT
LOW	riscv/encoding.h	181	#define MIP_HS_MASK (MIP_VS_MASK \| MIP_SGEIP)	COMMENT
LOW	riscv/encoding.h	201	#define MENVCFG_CBIE _RISCV_UL(0x00000030)	COMMENT
LOW	riscv/encoding.h	221	#define MSTATEEN0_PRIV114 _RISCV_ULL(0x0080000000000000)	COMMENT
LOW	riscv/encoding.h	241	#define MHPMEVENT_VSINH _RISCV_ULL(0x0800000000000000)	COMMENT
LOW	riscv/encoding.h	261		COMMENT
LOW	riscv/encoding.h	281		COMMENT
LOW	riscv/encoding.h	301	#define SISELECT_IMSIC _RISCV_UL(0x70)	COMMENT
LOW	riscv/encoding.h	321	#define HSTATEEN0H_AIA _RISCV_UL(0x08000000)	COMMENT
LOW	riscv/encoding.h	341	#define MSECCFG_RLB _RISCV_UL(0x00000004)	COMMENT
LOW	riscv/encoding.h	361	#define PRV_S 1	COMMENT
LOW	riscv/encoding.h	381	#define HGATP32_VMID _RISCV_UL(0x1FC00000)	COMMENT
LOW	riscv/encoding.h	401		COMMENT
LOW	riscv/encoding.h	421	#define MCTRCTL_TRETINH _RISCV_ULL(0x0000000800000000)	COMMENT
LOW	riscv/encoding.h	441	#define SCTRCTL_INTRINH _RISCV_ULL(0x0000000400000000)	COMMENT
LOW	riscv/encoding.h	461	#define VSCTRCTL_INTRINH _RISCV_ULL(0x0000000400000000)	COMMENT
LOW	riscv/encoding.h	481		COMMENT
LOW	riscv/encoding.h	501	#define IRQ_S_EXT 9	COMMENT
LOW	riscv/encoding.h	521	#define PTE_RSVD _RISCV_ULL(0x07C0000000000000) /* Reserved for future standard use */	COMMENT
287 more matches not shown…

Decorative Section Separators8 hits · 27 pts

Severity	File	Line	Snippet	Context
MEDIUM	scripts/vcs-version.sh	2	#=========================================================================	COMMENT
MEDIUM	scripts/vcs-version.sh	4	#=========================================================================	COMMENT
MEDIUM	scripts/vcs-version.sh	48	#-------------------------------------------------------------------------	COMMENT
MEDIUM	scripts/vcs-version.sh	50	#-------------------------------------------------------------------------	COMMENT
MEDIUM	scripts/vcs-version.sh	66	#-------------------------------------------------------------------------	COMMENT
MEDIUM	scripts/vcs-version.sh	68	#-------------------------------------------------------------------------	COMMENT
MEDIUM⚡	scripts/vcs-version.sh	84	#-------------------------------------------------------------------------	COMMENT
MEDIUM⚡	scripts/vcs-version.sh	86	#-------------------------------------------------------------------------	COMMENT

Self-Referential Comments1 hit · 4 pts

Severity	File	Line	Snippet	Context
MEDIUM⚡	scripts/vcs-version.sh	85	# Create the version string	COMMENT

riscv-software-src/riscv-isa-sim

Open-Source Code Quality, Security and Technical Debt Review