5.7

Adjusted Signal

5.7

Raw Pattern Score

100%

Time Factor

2026-10-30

Last Push

12.1K

Stars

Cuda

Language

57.2K

Lines of Code

378

Files

175

Pattern Hits

2026-10-31

Scan Date

0.03

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 9.7/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 103 finding(s).

Hallucinated Dependency & Supply Chain Risk 5.0/100 · LOW

Are imports declared and package/API names verified? 32 finding(s).

Agent Over-Engineering Ratio 13.8/100 · LOW

Are wrappers, guards, and repeated structures necessary? 58 finding(s).

PR Review Velocity Impact 23.0/100 · LOW

Which changes need focused human review? 175 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 12MEDIUM 32LOW 131

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 175 distinct pattern matches across 15 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.

Decorative Section Separators29 hits · 123 pts

Severity	File	Line	Snippet	Context
MEDIUM⚡	kernels/hgemm/tools/print_swizzle_layout.py	48	# ----------------------------------------------------------------	COMMENT
MEDIUM⚡	kernels/hgemm/tools/print_swizzle_layout.py	55	# ----------------------------------------------------------------	COMMENT
MEDIUM⚡	kernels/hgemm/tools/print_swizzle_layout.py	56	# ----------------------------------------------------------------	COMMENT
MEDIUM⚡	kernels/hgemm/tools/print_swizzle_layout.py	60	# ----------------------------------------------------------------	COMMENT
MEDIUM⚡	kernels/hgemm/tools/print_swizzle_layout.py	69	# ----------------------------------------------------------------	COMMENT
MEDIUM⚡	kernels/hgemm/tools/print_swizzle_layout.py	78	# ----------------------------------------------------------------	COMMENT
MEDIUM⚡	kernels/hgemm/tools/print_swizzle_layout.py	87	# ----------------------------------------------------------------	COMMENT
MEDIUM⚡	kernels/hgemm/tools/print_swizzle_layout.py	96	# ----------------------------------------------------------------	COMMENT
MEDIUM⚡	kernels/flash-attn/tools/print_swizzle_layout.py	48	# ----------------------------------------------------------------	COMMENT
MEDIUM⚡	kernels/flash-attn/tools/print_swizzle_layout.py	55	# ----------------------------------------------------------------	COMMENT
MEDIUM⚡	kernels/flash-attn/tools/print_swizzle_layout.py	56	# ----------------------------------------------------------------	COMMENT
MEDIUM⚡	kernels/flash-attn/tools/print_swizzle_layout.py	60	# ----------------------------------------------------------------	COMMENT
MEDIUM⚡	kernels/flash-attn/tools/print_swizzle_layout.py	69	# ----------------------------------------------------------------	COMMENT
MEDIUM⚡	kernels/flash-attn/tools/print_swizzle_layout.py	78	# ----------------------------------------------------------------	COMMENT
MEDIUM⚡	kernels/flash-attn/tools/print_swizzle_layout.py	87	# ----------------------------------------------------------------	COMMENT
MEDIUM⚡	kernels/flash-attn/tools/print_swizzle_layout.py	96	# ----------------------------------------------------------------	COMMENT
MEDIUM⚡	kernels/swizzle/print_swizzle_layout.py	48	# ----------------------------------------------------------------	COMMENT
MEDIUM⚡	kernels/swizzle/print_swizzle_layout.py	55	# ----------------------------------------------------------------	COMMENT
MEDIUM⚡	kernels/swizzle/print_swizzle_layout.py	56	# ----------------------------------------------------------------	COMMENT
MEDIUM⚡	kernels/swizzle/print_swizzle_layout.py	60	# ----------------------------------------------------------------	COMMENT
MEDIUM⚡	kernels/swizzle/print_swizzle_layout.py	69	# ----------------------------------------------------------------	COMMENT
MEDIUM⚡	kernels/swizzle/print_swizzle_layout.py	78	# ----------------------------------------------------------------	COMMENT
MEDIUM⚡	kernels/swizzle/print_swizzle_layout.py	87	# ----------------------------------------------------------------	COMMENT
MEDIUM⚡	kernels/swizzle/print_swizzle_layout.py	96	# ----------------------------------------------------------------	COMMENT
MEDIUM	kernels/openai-triton/vector-add/triton_vector_add.py	21	# --------------	COMMENT
MEDIUM	kernels/cutlass/cute_dsl/sgemm/pipelining.py	63	# ==========================================================================	COMMENT
MEDIUM	kernels/cutlass/cute_dsl/sgemm/pipelining.py	65	# --------------------------------------------------------------------------	COMMENT
MEDIUM	kernels/cutlass/cute_dsl/sgemm/pipelining.py	118	# ======================================================================	COMMENT
MEDIUM	kernels/cutlass/cute_dsl/sgemm/pipelining.py	173	# ===================================================================	COMMENT

Deep Nesting41 hits · 41 pts

Severity	File	Line	Context
LOW	kernels/hgemm/hgemm.py	362	CODE
LOW	kernels/hgemm/tools/print_swizzle_layout.py	40	CODE
LOW	kernels/flash-attn/flash_attn_mma.py	286	CODE
LOW	kernels/flash-attn/tools/print_swizzle_layout.py	40	CODE
LOW	…view/book/figures/drawio/fig-23-2-tma-copy-flow/gen.py	46	CODE
LOW	kernels/interview/book/scripts/check_overlap.py	9	CODE
LOW	kernels/interview/book/scripts/lint_book.py	117	CODE
LOW	kernels/interview/book/scripts/lint_book.py	142	CODE
LOW	kernels/interview/book/scripts/lint_book.py	283	CODE
LOW	kernels/interview/book/scripts/lint_book.py	442	CODE
LOW	kernels/interview/book/scripts/lint_book.py	467	CODE
LOW	kernels/swizzle/print_swizzle_layout.py	40	CODE
LOW	kernels/cutlass/cute_dsl/sgemm/pipelining.py	17	CODE
LOW	…hers/pytorch/distributed/test_all_to_all_single_ray.py	49	CODE
LOW	others/pytorch/distributed/test_all_to_all_single.py	16	CODE
LOW	docs/readthedocs/tools/code_dict.py	103	CODE
LOW	docs/readthedocs/tools/visual_check.py	226	CODE
LOW	docs/readthedocs/convert/labels.py	245	CODE
LOW	docs/readthedocs/convert/figtext.py	131	CODE
LOW	docs/readthedocs/convert/preprocess.py	787	CODE
LOW	docs/readthedocs/convert/preprocess.py	976	CODE
LOW	docs/readthedocs/convert/preprocess.py	1234	CODE
LOW	docs/readthedocs/convert/preprocess.py	1365	CODE
LOW	docs/readthedocs/convert/preprocess.py	1426	CODE
LOW	docs/readthedocs/convert/preprocess.py	1471	CODE
LOW	docs/readthedocs/convert/postprocess.py	875	CODE
LOW	docs/readthedocs/convert/postprocess.py	1020	CODE
LOW	docs/readthedocs/convert/postprocess.py	1132	CODE
LOW	docs/readthedocs/convert/postprocess.py	1481	CODE
LOW	docs/readthedocs/convert/postprocess.py	417	CODE
LOW	docs/readthedocs/convert/postprocess.py	448	CODE
LOW	docs/readthedocs/convert/texutil.py	124	CODE
LOW	docs/readthedocs/convert/texutil.py	153	CODE
LOW	docs/readthedocs/convert/texutil.py	275	CODE
LOW	docs/readthedocs/convert/texutil.py	378	CODE
LOW	docs/readthedocs/convert/texutil.py	474	CODE
LOW	docs/readthedocs/convert/verify.py	513	CODE
LOW	docs/readthedocs/convert/verify.py	556	CODE
LOW	docs/readthedocs/convert/verify.py	947	CODE
LOW	docs/readthedocs/convert/tikz2svg.py	248	CODE
LOW	docs/readthedocs/convert/__main__.py	421	CODE

Cross-Language Confusion8 hits · 35 pts

Severity	File	Line	Snippet	Context
HIGH	docs/readthedocs/tools/visual_check.py	13	依赖（可选，不进站点构建）：``pip install playwright && python -m playwright install	STRING
HIGH	docs/readthedocs/tools/visual_check.py	54	if (!element.offsetParent && element.tagName !== 'BODY') return true;	CODE
HIGH	docs/readthedocs/tools/visual_check.py	61	parts.push(child.nodeValue);	CODE
HIGH	docs/readthedocs/tools/visual_check.py	103	if (text.includes('\\\\')) hits.push(text.slice(0, 110));	CODE
HIGH	docs/readthedocs/tools/visual_check.py	116	if (!content) return null;	CODE
HIGH	docs/readthedocs/tools/visual_check.py	125	if (sidebar && content_column) {	CODE
HIGH	docs/readthedocs/tools/visual_check.py	139	if (rect.width <= column.width + 1 && offCenter(rect)) out.tables_off_center += 1;	CODE
HIGH	docs/readthedocs/convert/__main__.py	8	cd docs/readthedocs && python -m convert	STRING

Over-Commented Block24 hits · 24 pts

Severity	File	Line	Snippet	Context
LOW	README.md	161	// \| warp_QP 0 \|-- MMA 0,MMA 0 --\|-- MMA 2,MMA 2 --\|-- MMA 4,MMA 4 --\|-- MMA 6,MMA 6 --\|	COMMENT
LOW	kernels/hgemm/bench/prof.py	1	import time	COMMENT
LOW	kernels/hgemm/bench/prof.py	81	# run_benchmark(lib.hgemm_sliced_k_f16, a, b, "f16(sk)", c)	COMMENT
LOW	kernels/hgemm/tools/print_swizzle_layout.py	41	rows: int = 16,	COMMENT
LOW	kernels/hgemm/tools/print_swizzle_layout.py	61	# \|bank \|b 0~3 \|b 4~7 \|b 0~3 \|b 4~7 \|b 0~3 \|b 4~7 \|b 0~3 \|b 4~7 \|	COMMENT
LOW	kernels/hgemm/tools/print_swizzle_layout.py	81	# \|bank \|b 8~11\|b12~15\|b 8~11\|b12~15\|b 8~11\|b12~15\|b 8~11\|b12~15\|	COMMENT
LOW	kernels/hgemm/tools/utils.py	41	)	COMMENT
LOW	kernels/flash-attn/tools/print_swizzle_layout.py	41	rows: int = 16,	COMMENT
LOW	kernels/flash-attn/tools/print_swizzle_layout.py	61	# \|bank \|b 0~3 \|b 4~7 \|b 0~3 \|b 4~7 \|b 0~3 \|b 4~7 \|b 0~3 \|b 4~7 \|	COMMENT
LOW	kernels/flash-attn/tools/print_swizzle_layout.py	81	# \|bank \|b 8~11\|b12~15\|b 8~11\|b12~15\|b 8~11\|b12~15\|b 8~11\|b12~15\|	COMMENT
LOW	kernels/flash-attn/utils/utils.h	1	#include <algorithm>	COMMENT
LOW	kernels/flash-attn/utils/utils.h	21	#define DEVICE_INLINE __device__ inline	COMMENT
LOW	kernels/interview/build.sh	1	#!/usr/bin/env bash	COMMENT
LOW	…view/book/references/fulltext/zhuxijiachu-tiled-mma.md	261	// (M,N,...)	COMMENT
LOW	…interview/book/references/fulltext/reed-simple-gemm.md	21		COMMENT
LOW	kernels/interview/book/tests/common_test.h	1	#pragma once	COMMENT
LOW	kernels/interview/book/scripts/lint_allow.yaml	1	# lint_allow.yaml — 引文白名单（lint_book.py citations 用）	COMMENT
LOW	…nterview/book/cute-zhihu/sources/zhuxi-02-tiled-mma.md	261	auto thr_tensor = make_tensor(static_cast<CTensor&&>(ctensor).data(), this->thrfrg_C(ctensor.layout()));	COMMENT
LOW	kernels/swizzle/print_swizzle_layout.py	41	rows: int = 16,	COMMENT
LOW	kernels/swizzle/print_swizzle_layout.py	61	# \|bank \|b 0~3 \|b 4~7 \|b 0~3 \|b 4~7 \|b 0~3 \|b 4~7 \|b 0~3 \|b 4~7 \|	COMMENT
LOW	kernels/swizzle/print_swizzle_layout.py	81	# \|bank \|b 8~11\|b12~15\|b 8~11\|b12~15\|b 8~11\|b12~15\|b 8~11\|b12~15\|	COMMENT
LOW	kernels/softmax/softmax.py	61	out_val = [f"{v:<12}" for v in out_val]	COMMENT
LOW	kernels/openai-triton/vector-add/triton_vector_add.py	41	# This program will process inputs that are offset from the initial data.	COMMENT
LOW	others/tensorrt/fmha/fmha_pattern_match_ops.py	41	V = V.permute(0, 2, 1, 3) # [B, S, N, h] -> [B, N, S, h]	COMMENT

Unused Imports24 hits · 24 pts

Severity	File	Line	Context
LOW	kernels/interview/bench/deprecated/bench_sdpa.py	11	CODE
LOW	kernels/interview/bench/deprecated/bench_sdpa.py	15	CODE
LOW	…etcuda-correctness-review/scripts/scan_risky_claims.py	9	CODE
LOW	docs/readthedocs/conf.py	6	CODE
LOW	docs/readthedocs/tools/translate_figures.py	15	CODE
LOW	docs/readthedocs/tools/code_dict.py	22	CODE
LOW	docs/readthedocs/tools/visual_check.py	19	CODE
LOW	docs/readthedocs/tools/build_cover_en.py	24	CODE
LOW	docs/readthedocs/convert/labels.py	9	CODE
LOW	docs/readthedocs/convert/figtext.py	12	CODE
LOW	docs/readthedocs/convert/readme.py	7	CODE
LOW	docs/readthedocs/convert/preprocess.py	20	CODE
LOW	docs/readthedocs/convert/postprocess.py	10	CODE
LOW	docs/readthedocs/convert/__init__.py	11	CODE
LOW	docs/readthedocs/convert/tokens.py	10	CODE
LOW	docs/readthedocs/convert/texutil.py	6	CODE
LOW	docs/readthedocs/convert/booktree.py	6	CODE
LOW	docs/readthedocs/convert/collections.py	6	CODE
LOW	docs/readthedocs/convert/macros.py	11	CODE
LOW	docs/readthedocs/convert/cjk_nodes.py	8	CODE
LOW	docs/readthedocs/convert/verify.py	17	CODE
LOW	docs/readthedocs/convert/tikz2svg.py	14	CODE
LOW	docs/readthedocs/convert/tikz2svg.py	18	CODE
LOW	docs/readthedocs/convert/__main__.py	12	CODE

Hyper-Verbose Identifiers14 hits · 16 pts

Severity	File	Line	Snippet	Context
LOW	kernels/hgemm/hgemm.py	198	def make_block_swizzle_stride(N: int, K: int, swizzle_factor: float = None):	CODE
LOW	kernels/hgemm/setup.py	23	def get_cuda_bare_metal_version(cuda_dir):	CODE
LOW⚡	kernels/hgemm/tools/print_swizzle_layout.py	40	def print_smem_swizzle_layout(	CODE
LOW⚡	kernels/flash-attn/tools/print_swizzle_layout.py	40	def print_smem_swizzle_layout(	CODE
LOW⚡	kernels/swizzle/print_swizzle_layout.py	40	def print_smem_swizzle_layout(	CODE
LOW	…i-triton/merge-attn-states/triton_merge_attn_states.py	119	def merge_attn_states_kernel_opt(	CODE
LOW	docs/readthedocs/conf.py	105	def _ensure_mathjax_on_all_pages(app, pagename, templatename, context, doctree):	CODE
LOW	docs/readthedocs/convert/preprocess.py	1077	def _isolate_display_brackets(text: str) -> str:	CODE
LOW	docs/readthedocs/convert/preprocess.py	1513	def _normalize_math_primitives(text: str) -> str:	CODE
LOW	docs/readthedocs/convert/postprocess.py	680	def _clean_heading_attributes(md_text: str) -> str:	CODE
LOW	docs/readthedocs/convert/postprocess.py	843	def _collapse_math_blank_lines(md_text: str) -> str:	CODE
LOW	docs/readthedocs/convert/verify.py	229	def check_table_counts_per_chapter(	CODE
LOW	docs/readthedocs/convert/verify.py	341	def check_table_inline_markdown(md_texts: dict[str, str]) -> tuple[bool, str]:	CODE
LOW	docs/readthedocs/convert/verify.py	640	def check_math_foreign_markup(texts: dict[str, str]) -> tuple[bool, str]:	CODE

Cross-File Repetition3 hits · 15 pts

Severity	File	Snippet	Context
HIGH	kernels/hgemm/tools/print_swizzle_layout.py	---------------------------------------------------------------- [info] assert smem store layout col_stride <= 16, prefe	STRING
HIGH	kernels/flash-attn/tools/print_swizzle_layout.py	---------------------------------------------------------------- [info] assert smem store layout col_stride <= 16, prefe	STRING
HIGH	kernels/swizzle/print_swizzle_layout.py	---------------------------------------------------------------- [info] assert smem store layout col_stride <= 16, prefe	STRING

Verbosity Indicators8 hits · 12 pts

Severity	File	Line	Snippet	Context
LOW	kernels/interview/build.sh	218	# Step 1: 并行编译全部 TU（wait -n 限流，失败即终止并杀掉其余 job 及其 nvcc 子进程）	COMMENT
LOW	kernels/interview/build.sh	247	# Step 2: weaken base.cuh 派生的重复强符号（base.o 为规范定义）	COMMENT
LOW	kernels/interview/build.sh	258	# Step 3: link（显式 TU 列表，防 stale .o 混入；weaken 后 base.o 的强符号恒胜弱符号）	COMMENT
LOW⚡	docs/readthedocs/_static/code-en.json	64	"// Step 1: max 归一化（与 safe softmax 同理，防 exp 溢出）": "// Step 1: max normalization (same idea as safe softmax, prevents ex	CODE
LOW⚡	docs/readthedocs/_static/code-en.json	66	"// Step 4: 逐元素加权合并 O = alpha * O_1 + beta * O_2": "// Step 4: element-wise weighted merge O = alpha * O_1 + beta * O_2	CODE
LOW⚡	docs/readthedocs/_static/code-en.json	358	"// Step 1: 加载 Q[Br, d] 到 shared memory（整个外循环只加载一次）": "// Step 1: load Q[Br, d] into shared memory (loaded only once ac	CODE
LOW⚡	docs/readthedocs/_static/code-en.json	359	"// Step 2: 预加载前 (kStagesK-1) 个 K tile（多 stage pipeline 预热）": "// Step 2: preload the first (kStagesK-1) K tiles (warm-	CODE
LOW	docs/readthedocs/_static/code-en.json	386	"// Step 4: 最终 rescale — O_final = (1/l_final) * O_final": "// Step 4: final rescale — O_final = (1/l_final) * O_final"	CODE

Structural Annotation Overuse8 hits · 12 pts

Severity	File	Line	Snippet	Context
LOW	kernels/interview/build.sh	218	# Step 1: 并行编译全部 TU（wait -n 限流，失败即终止并杀掉其余 job 及其 nvcc 子进程）	COMMENT
LOW	kernels/interview/build.sh	247	# Step 2: weaken base.cuh 派生的重复强符号（base.o 为规范定义）	COMMENT
LOW	kernels/interview/build.sh	258	# Step 3: link（显式 TU 列表，防 stale .o 混入；weaken 后 base.o 的强符号恒胜弱符号）	COMMENT
LOW⚡	docs/readthedocs/_static/code-en.json	64	"// Step 1: max 归一化（与 safe softmax 同理，防 exp 溢出）": "// Step 1: max normalization (same idea as safe softmax, prevents ex	CODE
LOW⚡	docs/readthedocs/_static/code-en.json	66	"// Step 4: 逐元素加权合并 O = alpha * O_1 + beta * O_2": "// Step 4: element-wise weighted merge O = alpha * O_1 + beta * O_2	CODE
LOW⚡	docs/readthedocs/_static/code-en.json	358	"// Step 1: 加载 Q[Br, d] 到 shared memory（整个外循环只加载一次）": "// Step 1: load Q[Br, d] into shared memory (loaded only once ac	CODE
LOW⚡	docs/readthedocs/_static/code-en.json	359	"// Step 2: 预加载前 (kStagesK-1) 个 K tile（多 stage pipeline 预热）": "// Step 2: preload the first (kStagesK-1) K tiles (warm-	CODE
LOW	docs/readthedocs/_static/code-en.json	386	"// Step 4: 最终 rescale — O_final = (1/l_final) * O_final": "// Step 4: final rescale — O_final = (1/l_final) * O_final"	CODE

Excessive Try-Catch Wrapping7 hits · 8 pts

Severity	File	Line	Snippet	Context
LOW	kernels/hgemm/tools/utils.py	134	except Exception:	CODE
LOW	…hers/pytorch/distributed/test_all_to_all_single_ray.py	116	except Exception as e:	CODE
MEDIUM	…hers/pytorch/distributed/test_all_to_all_single_ray.py	49	def run(self) -> torch.Tensor:	CODE
LOW	others/pytorch/distributed/test_all_to_all_single.py	85	except Exception as e:	CODE
LOW	others/pytorch/distributed/test_dist_all.py	180	except Exception as e:	CODE
LOW	docs/readthedocs/tools/visual_check.py	280	except Exception: # MathJax 报错时 promise 不会 resolve，这里不该中断验收	STRING
LOW	docs/readthedocs/convert/__main__.py	409	except Exception: # cairosvg 对个别格式敏感，跳过即可，不影响站点	CODE

Self-Referential Comments2 hits · 6 pts

Severity	File	Line	Snippet	Context
MEDIUM	…ls/openai-triton/fused-softmax/triton_fused_softmax.py	144	# Create a number of persistent programs.	COMMENT
MEDIUM	kernels/openai-triton/vector-add/triton_vector_add.py	47	# Create a mask to guard memory operations against out-of-bounds accesses.	COMMENT

Empty Error Handlers1 hit · 5 pts

Severity	File	Line	Snippet	Context
HIGH	docs/readthedocs/tools/visual_check.py	280	except Exception: # MathJax 报错时 promise 不会 resolve，这里不该中断验收	CODE

AI Structural Patterns4 hits · 4 pts

Severity	File	Line	Context
LOW	kernels/hgemm/hgemm.py	212	CODE
LOW	…view/book/figures/drawio/fig-23-2-tma-copy-flow/gen.py	12	CODE
LOW	…ls/openai-triton/fused-softmax/triton_fused_softmax.py	29	CODE
LOW	others/tensorrt/fmha/fmha_pattern_match_ops.py	62	CODE

Example Usage Blocks1 hit · 2 pts

Severity	File	Line	Snippet	Context
LOW	kernels/interview/build.sh	16	# Usage:	COMMENT

Slop Phrases1 hit · 2 pts

Severity	File	Line	Snippet	Context
LOW	kernels/openai-triton/vector-add/triton_vector_add.py	75	# - Don't forget to pass meta-parameters as keywords arguments.	COMMENT

xlite-dev/LeetCUDA

Open-Source Code Quality, Security and Technical Debt Review