3.2

Adjusted Signal

3.2

Raw Pattern Score

100%

Time Factor

2026-10-28

Last Push

6.2K

Stars

Language

323.5K

Lines of Code

1.3K

Files

895

Pattern Hits

2026-10-31

Scan Date

0.01

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 11.8/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 815 finding(s).

Hallucinated Dependency & Supply Chain Risk 1.9/100 · LOW

Are imports declared and package/API names verified? 34 finding(s).

Agent Over-Engineering Ratio 6.2/100 · LOW

Are wrappers, guards, and repeated structures necessary? 390 finding(s).

PR Review Velocity Impact 14.8/100 · LOW

Which changes need focused human review? 895 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 18MEDIUM 25LOW 852

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 895 distinct pattern matches across 17 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 Block400 hits · 394 pts

Severity	File	Line	Snippet	Context
LOW	core/config.h	41	#define BUILD_TARGET_AARCH64	COMMENT
LOW	core/config.h	61	#define BUILD_TARGET_RISCV32_ILP32D	COMMENT
LOW	core/config.h	81	#endif	COMMENT
LOW	core/config.h	101		COMMENT
LOW	core/config.h	121	#error "WASM_ORC_JIT_COMPILE_THREAD_NUM must be greater than 0"	COMMENT
LOW	core/config.h	141	#ifndef FAST_JIT_DEFAULT_CODE_CACHE_SIZE	COMMENT
LOW	core/config.h	161	#ifndef WASM_ENABLE_WASI_NN	COMMENT
LOW	core/config.h	181		COMMENT
LOW	core/config.h	201	&& WASM_ENABLE_LIB_WASI_THREADS == 1	COMMENT
LOW	core/config.h	221	/* Bulk memory operation */	COMMENT
LOW	core/config.h	241	#ifndef WASM_ENABLE_DEBUG_INTERP	COMMENT
LOW	core/config.h	281	\|\| defined(BUILD_TARGET_AARCH64)	COMMENT
LOW	core/config.h	301		COMMENT
LOW	core/config.h	321	/* Disable boundary check with hardware trap or not,	COMMENT
LOW	core/config.h	341	#endif	COMMENT
LOW	core/config.h	361	#define WASM_ENABLE_MEMORY_PROFILING 0	COMMENT
LOW	core/config.h	381	#define WASM_ENABLE_AOT_STACK_FRAME 0	COMMENT
LOW	core/config.h	401	#define WASM_ENABLE_GLOBAL_HEAP_POOL 0	COMMENT
LOW	core/config.h	421		COMMENT
LOW	core/config.h	441	#define GC_HEAP_SIZE_MAX (1024 * 1024 * 1024)	COMMENT
LOW	core/config.h	461	#define APP_THREAD_STACK_SIZE_MIN PTHREAD_STACK_MIN	COMMENT
LOW	core/config.h	561	#else	COMMENT
LOW	core/config.h	581	#endif	COMMENT
LOW	core/config.h	601	#ifndef WASM_ENABLE_REF_TYPES	COMMENT
LOW	core/config.h	621	#define WASM_CONST_EXPR_STACK_SIZE 4	COMMENT
LOW	core/config.h	641	#ifndef WASM_ENABLE_TAGS	COMMENT
LOW	core/config.h	721		COMMENT
LOW	core/config.h	741	/* In oss-fuzz, the maximum RAM is ~2.5G */	COMMENT
LOW	core/config.h	761		COMMENT
LOW	core/iwasm/interpreter/wasm_runtime.h	1	/*	COMMENT
LOW	core/iwasm/interpreter/wasm_mini_loader.c	1	/*	COMMENT
LOW	core/iwasm/interpreter/wasm_mini_loader.c	2401	#if WASM_ENABLE_THREAD_MGR != 0	COMMENT
LOW	core/iwasm/interpreter/wasm_mini_loader.c	4201	#define REF_F64_2 VALUE_TYPE_F64	COMMENT
LOW	core/iwasm/interpreter/wasm_loader.c	1	/*	COMMENT
LOW	core/iwasm/interpreter/wasm_loader.c	21	#if WASM_ENABLE_FAST_JIT != 0	COMMENT
LOW	core/iwasm/interpreter/wasm_loader.c	141	#define skip_leb_int32(p, p_end) skip_leb(p)	COMMENT
LOW	core/iwasm/interpreter/wasm_loader.c	5941	option.enable_bulk_memory = true;	COMMENT
LOW	core/iwasm/interpreter/wasm_loader.c	10441	#define PUSH_REF(Type) TEMPLATE_PUSH_REF(Type)	COMMENT
LOW	core/iwasm/interpreter/wasm_loader.c	11761		COMMENT
LOW	core/iwasm/interpreter/wasm_interp_fast.c	1	/*	COMMENT
LOW	core/iwasm/interpreter/wasm.h	21	#define VALUE_TYPE_I32 0x7F	COMMENT
LOW	core/iwasm/interpreter/wasm.h	41	#define REF_TYPE_EQREF 0x6D	COMMENT
LOW	core/iwasm/interpreter/wasm.h	61	#define HEAP_TYPE_STRUCT (-0x15)	COMMENT
LOW	core/iwasm/interpreter/wasm.h	121		COMMENT
LOW	core/iwasm/interpreter/wasm.h	141	#define INIT_EXPR_TYPE_I64_ADD 0x7C	COMMENT
LOW	core/iwasm/interpreter/wasm.h	161	#define SECTION_TYPE_FUNC 3	COMMENT
LOW	core/iwasm/interpreter/wasm.h	181	#define SUB_SECTION_TYPE_FUNC 1	COMMENT
LOW	core/iwasm/interpreter/wasm.h	201	#define LABEL_TYPE_LOOP 1	COMMENT
LOW	core/iwasm/interpreter/wasm_runtime.c	1	/*	COMMENT
LOW	core/iwasm/interpreter/wasm_runtime.c	21	#if WASM_ENABLE_THREAD_MGR != 0	COMMENT
LOW	core/iwasm/interpreter/wasm_interp_classic.c	1	/*	COMMENT
LOW	core/iwasm/interpreter/wasm_interp_classic.c	21	#include "../common/wasm_shared_memory.h"	COMMENT
LOW	core/iwasm/interpreter/wasm_interp_classic.c	561	#define POP_F64() (frame_sp -= 2, GET_F64_FROM_ADDR(frame_sp))	COMMENT
LOW	core/iwasm/include/wasm_export.h	21	#if defined(COMPILING_WASM_RUNTIME_API)	COMMENT
LOW	core/iwasm/include/wasm_c_api.h	1	// WebAssembly C API	COMMENT
LOW	core/iwasm/include/wasm_c_api.h	21	#define WASM_API_EXTERN __declspec(dllexport)	COMMENT
LOW	core/iwasm/include/wasm_c_api.h	61	typedef char byte_t;	COMMENT
LOW	core/iwasm/include/wasm_c_api.h	81	// Own data is created by `wasm_xxx_new` functions and some others.	COMMENT
LOW	core/iwasm/include/wasm_c_api.h	881		COMMENT
LOW	core/iwasm/libraries/libc-uvwasi/libc_uvwasi_wrapper.c	21	wasm_runtime_addr_app_to_native(module_inst, offset)	COMMENT
340 more matches not shown…

Hyper-Verbose Identifiers339 hits · 314 pts

Severity	File	Line	Snippet	Context
LOW	core/iwasm/libraries/wasi-nn/test/run_smoke_test.py	48	def execute_openvino_road_segmentation_adas_once(	CODE
LOW	core/iwasm/libraries/wasi-nn/test/run_smoke_test.py	66	def execute_openvino_mobilenet_raw_once(	CODE
LOW	core/iwasm/libraries/wasi-nn/test/run_smoke_test.py	82	def execute_openvino_mobilenet_image_once(	CODE
LOW	core/iwasm/libraries/wasi-nn/test/run_smoke_test.py	180	def execute_openvino_mobilenet_image(iwasm_bin: str, wasmedge_bin: str, cwd: Path):	CODE
LOW	core/iwasm/libraries/wasi-nn/test/run_smoke_test.py	198	def execute_openvino_mobilenet_raw(iwasm_bin: str, wasmedge_bin: str, cwd: Path):	CODE
LOW	core/iwasm/libraries/wasi-nn/test/run_smoke_test.py	216	def execute_openvino_road_segmentation_adas(	CODE
LOW	core/iwasm/libraries/wasi-nn/test/run_smoke_test.py	263	def execute_wasmedge_ggml_qwen(iwasm_bin: str, wasmedge_bin: str, cwd: Path):	CODE
LOW	core/iwasm/libraries/wasi-nn/test/run_smoke_test.py	320	def execute_wasmedge_wasinn_examples(iwasm_bin: str, wasmedge_bin: str):	CODE
LOW	ci/clang_tidy_diff_check.py	144	def generate_preset_compile_commands(root: Path, preset: str) -> str:	CODE
LOW	ci/clang_tidy_diff_check.py	185	def generate_wamrc_compile_commands(root: Path) -> str:	CODE
LOW	ci/clang_tidy_diff_check.py	259	def normalize_compile_db_file(root: Path, entry: dict) -> Path:	CODE
LOW	ci/coding_guidelines_check.py	202	def has_license_header_in_index(root: Path, path: str) -> bool:	CODE
LOW	ci/coding_guidelines_check.py	285	def analysis_new_item_license(root: Path, commits: str) -> bool:	CODE
LOW	ci/coding_guidelines_check.py	325	def analysis_staged_new_item_name(root: Path) -> bool:	CODE
LOW	ci/coding_guidelines_check.py	345	def analysis_staged_new_item_license(root: Path) -> bool:	CODE
LOW	ci/coding_guidelines_check.py	367	def check_clang_format_config(root: Path) -> bool:	CODE
LOW	ci/coding_guidelines_check.py	378	def run_staged_clang_format_diff(root: Path) -> bool:	CODE
LOW⚡	ci/coding_guidelines_check.py	530	def test_check_dir_name_failed(self):	CODE
LOW⚡	ci/coding_guidelines_check.py	540	def test_check_file_name_failed(self):	CODE
LOW⚡	ci/coding_guidelines_check.py	546	def test_check_file_name_pass(self):	CODE
LOW⚡	ci/coding_guidelines_check.py	552	def test_check_docs_file_name_failed(self):	CODE
LOW⚡	ci/coding_guidelines_check.py	556	def test_needs_license_header(self):	CODE
LOW⚡	ci/coding_guidelines_check.py	561	def test_has_license_header_pass(self):	CODE
LOW⚡	ci/coding_guidelines_check.py	567	def test_has_license_header_failed(self):	CODE
LOW	tests/wamr-test-suites/spec-test-script/runtest.py	417	def get_module_exp_from_assert(string):	CODE
LOW	tests/wamr-test-suites/spec-test-script/runtest.py	517	def parse_simple_const_w_type(number, type):	CODE
LOW	tests/wamr-test-suites/spec-test-script/runtest.py	1040	def test_assert_wasmexception(r,opts,form):	CODE
LOW	tests/wamr-test-suites/spec-test-script/runtest.py	1275	def test_assert_with_exception(form, wast_tempfile, wasm_tempfile, aot_tempfile, opts, r, loadable = True):	CODE
LOW	…requirement-engineering-test-script/run_requirement.py	20	def expected_build_func_template(verbose: bool) -> None:	CODE
LOW	…requirement-engineering-test-script/run_requirement.py	27	def expected_run_func_template(	CODE
LOW	tests/regression/ba-issues/build_run.py	161	def get_issue_ids_should_test(selected_ids: Optional[List[int]] = None) -> Set[int]:	CODE
LOW	tests/requirement-engineering/gc-aot/runtest.py	398	def get_module_exp_from_assert(string):	CODE
LOW	tests/requirement-engineering/gc-aot/runtest.py	512	def parse_simple_const_w_type(number, type):	CODE
LOW	tests/requirement-engineering/gc-aot/runtest.py	1262	def test_assert_with_exception(form, wast_tempfile, wasm_tempfile, aot_tempfile, opts, r, loadable=True):	CODE
LOW	…duct-mini/platforms/zephyr/tests/test_build_and_run.py	22	def test_smoke_job_collects_native_coverage_and_runs_qemu_arc(self):	CODE
LOW	…duct-mini/platforms/zephyr/tests/test_build_and_run.py	39	def test_help_describes_sample_and_test_roots(self):	CODE
LOW⚡	…duct-mini/platforms/zephyr/tests/test_build_and_run.py	51	def test_resolves_existing_sample(self):	CODE
LOW⚡	…duct-mini/platforms/zephyr/tests/test_build_and_run.py	54	def test_resolves_nested_test_application(self):	CODE
LOW⚡	…duct-mini/platforms/zephyr/tests/test_build_and_run.py	60	def test_resolves_no_root_to_all_of_them(self):	CODE
LOW⚡	…duct-mini/platforms/zephyr/tests/test_build_and_run.py	67	def test_rejects_parent_traversal(self):	CODE
LOW	…duct-mini/platforms/zephyr/tests/test_build_and_run.py	83	def test_no_docker_paths_remain_single_shell_arguments(self):	CODE
LOW	…duct-mini/platforms/zephyr/tests/test_build_and_run.py	109	def test_docker_coverage_uses_container_paths(self):	CODE
LOW	…duct-mini/platforms/zephyr/tests/test_build_and_run.py	124	def test_coverage_uses_a_separate_output_tree(self):	CODE
LOW	test-tools/addr2line/addr2line.py	108	def build_subprogram_intervals(dwarf_dump: Path, wasm_file: Path) -> list:	CODE
LOW	test-tools/addr2line/addr2line.py	372	def get_line_info_from_function_name_dwarf(	CODE
LOW	test-tools/addr2line/addr2line.py	447	def get_line_info_from_function_addr_sourcemapping(	CODE
LOW	test-tools/addr2line/tests/test_addr2line.py	139	def test_multi_frame_callstack(build_wasm, wabt, run_addr2line, wasi_sdk):	CODE
LOW	test-tools/addr2line/tests/test_addr2line.py	243	def test_offset_zero_fallback(build_wasm, run_addr2line):	CODE
LOW	test-tools/addr2line/tests/test_addr2line.py	264	def test_build_subprogram_intervals_filters_invalid_dies(	CODE
LOW	test-tools/ip2function/ip2function.py	74	def parse_objdump_function_line(	CODE
LOW	…-ide/VSCode-Extension/src/utilities/dockerUtilities.ts	115	function getDockerImagesDownloadUrl(	CODE
LOW	test-tools/append-aot-to-wasm/append_aot_to_wasm.py	88	def create_custom_section_aligned(	CODE
LOW	test-tools/flame-graph-helper/process_folded_data.py	50	def calculate_import_function_count(	CODE
LOW	test-tools/flame-graph-helper/process_folded_data.py	99	def collect_name_section_content(	CODE
LOW	.github/scripts/fetch_and_compare_version.py	92	def is_major_or_minor_changed(v1, v2):	CODE
LOW	.github/scripts/codeql_fail_on_error.py	57	def codeql_sarif_contain_error(filename, dismissed_alerts):	CODE
LOW⚡	.github/scripts/ci_gate_decision_test.py	134	def test_upstream_push_does_not_run(self):	CODE
LOW⚡	.github/scripts/ci_gate_decision_test.py	139	def test_other_events_always_run(self):	CODE
LOW⚡	.github/scripts/ci_gate_decision_test.py	146	def test_review_comment_waits_when_current_state_is_not_approved(self):	CODE
LOW⚡	.github/scripts/ci_gate_decision_test.py	153	def test_approval_event_waits_when_current_state_is_not_approved(self):	CODE
279 more matches not shown…

Cross-Language Confusion13 hits · 108 pts

Severity	File	Line	Snippet	Context
HIGH⚡	tests/wamr-test-suites/spec-test-script/runtest.py	955	# convert (ref.null extern/func) into (ref.null null)	COMMENT
HIGH⚡	tests/wamr-test-suites/spec-test-script/runtest.py	983	# convert (ref.null extern/func) into (ref.null null)	COMMENT
HIGH⚡	tests/wamr-test-suites/spec-test-script/runtest.py	956	n1 = n.group(3).replace("(ref.null extern)", "(ref.null null)")	CODE
HIGH⚡	tests/wamr-test-suites/spec-test-script/runtest.py	957	n1 = n1.replace("ref.null func)", "(ref.null null)")	CODE
HIGH⚡	tests/wamr-test-suites/spec-test-script/runtest.py	984	m1 = m.group(2).replace("(ref.null extern)", "(ref.null null)")	CODE
HIGH⚡	tests/wamr-test-suites/spec-test-script/runtest.py	985	m1 = m1.replace("ref.null func)", "(ref.null null)")	CODE
HIGH⚡	tests/requirement-engineering/gc-aot/runtest.py	981	# convert (ref.null extern/func) into (ref.null null)	COMMENT
HIGH⚡	tests/requirement-engineering/gc-aot/runtest.py	1016	# convert (ref.null extern/func) into (ref.null null)	COMMENT
HIGH⚡	tests/requirement-engineering/gc-aot/runtest.py	982	n1 = n.group(3).replace("(ref.null extern)", "(ref.null null)")	CODE
HIGH⚡	tests/requirement-engineering/gc-aot/runtest.py	983	n1 = n1.replace("ref.null func)", "(ref.null null)")	CODE
HIGH⚡	tests/requirement-engineering/gc-aot/runtest.py	1017	m1 = m.group(2).replace("(ref.null extern)", "(ref.null null)")	CODE
HIGH⚡	tests/requirement-engineering/gc-aot/runtest.py	1018	m1 = m1.replace("ref.null func)", "(ref.null null)")	CODE
HIGH	.github/scripts/ci_gate_decision_test.py	6	cd .github/scripts && python3 -m unittest ci_gate_decision_test -v	STRING

Decorative Section Separators16 hits · 44 pts

Severity	File	Line	Snippet	Context
MEDIUM	tests/regression/ba-issues/build_run.py	121	# ---------------------------------------------------------------------------	STRING
MEDIUM	tests/regression/ba-issues/build_run.py	123	# ---------------------------------------------------------------------------	STRING
MEDIUM	tests/regression/ba-issues/build_run.py	146	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	tests/regression/ba-issues/build_run.py	148	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	tests/regression/ba-issues/build_run.py	176	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	tests/regression/ba-issues/build_run.py	178	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	tests/regression/ba-issues/build_run.py	286	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	tests/regression/ba-issues/build_run.py	288	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	tests/regression/ba-issues/build_run.py	478	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	tests/regression/ba-issues/build_run.py	480	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	samples/debug-tools-optimized/verify.py	10	# ------------	COMMENT
MEDIUM	samples/debug-tools-optimized/verify.py	18	# -----------	COMMENT
MEDIUM	samples/debug-tools/verify.py	9	# ------------	COMMENT
MEDIUM	samples/debug-tools/verify.py	17	# -----------	COMMENT
MEDIUM	samples/socket-api/socket_test.py	9	# ------------	COMMENT
MEDIUM	samples/socket-api/socket_test.py	17	# -----------	COMMENT

Deep Nesting39 hits · 33 pts

Severity	File	Line	Context
LOW	ci/clang_tidy_diff_check.py	285	CODE
LOW	ci/clang_tidy_diff_check.py	466	CODE
LOW	tests/wamr-test-suites/spec-test-script/runtest.py	369	CODE
LOW	tests/wamr-test-suites/spec-test-script/runtest.py	417	CODE
LOW	tests/wamr-test-suites/spec-test-script/runtest.py	446	CODE
LOW	tests/wamr-test-suites/spec-test-script/runtest.py	471	CODE
LOW	tests/wamr-test-suites/spec-test-script/runtest.py	517	CODE
LOW	tests/wamr-test-suites/spec-test-script/runtest.py	691	CODE
LOW	tests/wamr-test-suites/spec-test-script/runtest.py	818	CODE
LOW	tests/wamr-test-suites/spec-test-script/runtest.py	963	CODE
LOW	tests/wamr-test-suites/spec-test-script/runtest.py	1103	CODE
LOW	tests/wamr-test-suites/spec-test-script/runtest.py	1195	CODE
LOW	tests/wamr-test-suites/spec-test-script/all.py	161	CODE
LOW	tests/wamr-test-suites/spec-test-script/all.py	298	CODE
LOW	tests/regression/ba-issues/build_run.py	406	CODE
LOW	tests/requirement-engineering/gc-aot/runtest.py	345	CODE
LOW	tests/requirement-engineering/gc-aot/runtest.py	398	CODE
LOW	tests/requirement-engineering/gc-aot/runtest.py	430	CODE
LOW	tests/requirement-engineering/gc-aot/runtest.py	458	CODE
LOW	tests/requirement-engineering/gc-aot/runtest.py	512	CODE
LOW	tests/requirement-engineering/gc-aot/runtest.py	700	CODE
LOW	tests/requirement-engineering/gc-aot/runtest.py	828	CODE
LOW	tests/requirement-engineering/gc-aot/runtest.py	992	CODE
LOW	tests/requirement-engineering/gc-aot/runtest.py	1201	CODE
LOW	test-tools/pick-up-emscripten-headers/collect_files.py	76	CODE
LOW	test-tools/dynamic-aot-debug/dynamic_aot_debug.py	60	CODE
LOW	test-tools/addr2line/addr2line.py	545	CODE
LOW	test-tools/wamr-ide/VSCode-Extension/formatters/rust.py	144	CODE
LOW	test-tools/flame-graph-helper/process_folded_data.py	160	CODE
LOW	.github/scripts/pr_touches_paths.py	18	CODE
LOW	.github/scripts/extract_from_release_notes.py	17	CODE
LOW	.github/scripts/codeql_fail_on_error.py	57	CODE
LOW	language-bindings/python/wasm-c-api/utils/bindgen.py	92	CODE
LOW	language-bindings/python/src/wamr/wasmcapi/ffi.py	170	CODE
LOW	language-bindings/python/src/wamr/wasmcapi/ffi.py	294	CODE
LOW	language-bindings/python/src/wamr/wasmcapi/ffi.py	322	CODE
LOW	language-bindings/python/src/wamr/wasmcapi/ffi.py	394	CODE
LOW	language-bindings/python/src/wamr/wasmcapi/ffi.py	415	CODE
LOW	language-bindings/python/src/wamr/wasmcapi/ffi.py	516	CODE

Structural Annotation Overuse16 hits · 31 pts

Severity	File	Line	Snippet	Context
LOW⚡	tests/unit/aot-stack-frame/wasm-apps/CMakeLists.txt	20	# Step 1: Build wamrc	COMMENT
LOW⚡	tests/unit/aot-stack-frame/wasm-apps/CMakeLists.txt	25	# Step 2: Compile .wast to .wasm	COMMENT
LOW⚡	tests/unit/aot-stack-frame/wasm-apps/CMakeLists.txt	29	# Step 3: Compile .wasm to .aot using wamrc	COMMENT
LOW⚡	tests/unit/aot-stack-frame/wasm-apps/CMakeLists.txt	33	# Step 4: Build binarydump tool	COMMENT
LOW⚡	tests/unit/aot-stack-frame/wasm-apps/CMakeLists.txt	38	# Step 5: Generate .h file from .aot	COMMENT
LOW	doc/export_native_api.md	10	#### Step 1: Declare the function interface in WASM app	COMMENT
LOW	doc/export_native_api.md	23	#### Step 2: Define the native API	COMMENT
LOW	doc/export_native_api.md	45	#### Step 3: Register the native APIs	COMMENT
LOW⚡	doc/security_issue_runbook.md	7	## Step 1: Initial Response to Security Advisory	COMMENT
LOW⚡	doc/security_issue_runbook.md	12	## Step 2: Investigating the Vulnerability	COMMENT
LOW⚡	doc/security_issue_runbook.md	17	## Step 3: Communication and Collaboration	COMMENT
LOW⚡	doc/security_issue_runbook.md	23	## Step 4: Finalizing and Preparing for Release	COMMENT
LOW	doc/security_issue_runbook.md	39	## Step 5: Preparing and Testing Patch Releases	COMMENT
LOW	doc/security_issue_runbook.md	44	## Step 6: Public Release and Communication	COMMENT
LOW	doc/port_wamr.md	10	# Step 1: Implement platform API layer	COMMENT
LOW	doc/port_wamr.md	46	# Step 2: Create the mini product for the platform	COMMENT

Excessive Try-Catch Wrapping23 hits · 28 pts

Severity	File	Line	Snippet	Context
LOW	tests/wamr-test-suites/spec-test-script/runtest.py	191	except Exception as e:	CODE
LOW	tests/wamr-test-suites/spec-test-script/runtest.py	1132	except Exception as e:	CODE
LOW	tests/wamr-test-suites/spec-test-script/runtest.py	1555	except Exception as e:	CODE
LOW	tests/wamr-test-suites/spec-test-script/runtest.py	1561	except Exception as e:	CODE
LOW	tests/wamr-test-suites/spec-test-script/runtest.py	1577	except Exception as e:	CODE
LOW	tests/wamr-test-suites/spec-test-script/runtest.py	1600	except Exception as e:	CODE
LOW	tests/wamr-test-suites/spec-test-script/all.py	294	except Exception as e:	CODE
LOW	tests/wamr-test-suites/spec-test-script/all.py	446	except Exception as e:	CODE
LOW	tests/wamr-test-suites/spec-test-script/all.py	676	except Exception:	CODE
LOW	tests/regression/ba-issues/build_run.py	568	except Exception as exc:	CODE
LOW	tests/requirement-engineering/gc-aot/runtest.py	1547	except Exception as e:	CODE
MEDIUM	test-tools/dynamic-aot-debug/dynamic_aot_debug.py	25	print("Error: 'code' or 'name' missing in AOT module info.")	CODE
LOW	test-tools/dynamic-aot-debug/dynamic_aot_debug.py	50	except Exception as e:	CODE
MEDIUM	test-tools/dynamic-aot-debug/dynamic_aot_debug.py	90	print(f"An error occurred: {e}")	CODE
LOW	test-tools/wamr-ide/VSCode-Extension/formatters/rust.py	112	except Exception as e:	CODE
LOW	test-tools/wamr-ide/VSCode-Extension/formatters/rust.py	227	except Exception as e:	CODE
LOW	test-tools/wamr-ide/VSCode-Extension/formatters/rust.py	258	except Exception as e:	CODE
LOW	test-tools/wamr-ide/VSCode-Extension/formatters/rust.py	313	except Exception as e:	CODE
MEDIUM	test-tools/wamr-ide/VSCode-Extension/formatters/rust.py	107	def get_synth_summary(synth_class, valobj, dict):	CODE
MEDIUM	test-tools/wamr-ide/VSCode-Extension/formatters/rust.py	252	def get_child_at_index(self, index):	CODE
MEDIUM	test-tools/wamr-ide/VSCode-Extension/formatters/rust.py	307	def get_child_at_index(self, index):	CODE
LOW	.github/scripts/ci_gate_decision.py	232	except Exception as err: # noqa: BLE001 - a gate bug must never block a PR	CODE
LOW	.github/scripts/ci_gate_decision.py	342	except Exception as err: # any failure means "run", see the module docstring	CODE

Empty Error Handlers4 hits · 20 pts

Severity	File	Line	Snippet	Context
HIGH	tests/wamr-test-suites/spec-test-script/runtest.py	244	except OSError:	CODE
HIGH	tests/wamr-test-suites/spec-test-script/runtest.py	246	except IOError:	CODE
HIGH	tests/requirement-engineering/gc-aot/runtest.py	231	except OSError:	CODE
HIGH	tests/requirement-engineering/gc-aot/runtest.py	233	except IOError:	CODE

Unused Imports21 hits · 19 pts

Severity	File	Line	Context
LOW	core/iwasm/libraries/wasi-nn/test/run_smoke_test.py	11	CODE
LOW	tests/wamr-test-suites/spec-test-script/runtest.py	3	CODE
LOW	tests/malformed/malformed_test.py	8	CODE
LOW	tests/requirement-engineering/gc-aot/runtest.py	7	CODE
LOW	test-tools/addr2line/addr2line.py	7	CODE
LOW	test-tools/addr2line/tests/conftest.py	12	CODE
LOW	test-tools/addr2line/tests/test_addr2line.py	15	CODE
LOW	test-tools/addr2line/tests/test_addr2line.py	16	CODE
LOW	test-tools/wamr-ide/VSCode-Extension/formatters/rust.py	6	CODE
LOW	test-tools/wamr-ide/VSCode-Extension/formatters/rust.py	6	CODE
LOW	test-tools/flame-graph-helper/process_folded_data.py	38	CODE
LOW	.github/scripts/ci_gate_decision_test.py	16	CODE
LOW	language-bindings/python/wasm-c-api/tests/test_basic.py	13	CODE
LOW	language-bindings/python/wasm-c-api/tests/test_basic.py	15	CODE
LOW	language-bindings/python/wasm-c-api/tests/context.py	13	CODE
LOW	…nguage-bindings/python/wasm-c-api/samples/hello_oop.py	6	CODE
LOW	…nguage-bindings/python/wasm-c-api/samples/hello_oop.py	7	CODE
LOW	language-bindings/python/src/wamr/wamrapi/wamr.py	4	CODE
LOW	language-bindings/python/src/wamr/wamrapi/wamr.py	7	CODE
LOW	language-bindings/python/src/wamr/wasmcapi/binding.py	9	CODE
LOW	language-bindings/python/src/wamr/wasmcapi/ffi.py	147	CODE

Redundant / Tautological Comments7 hits · 10 pts

Severity	File	Line	Snippet	Context
LOW	ci/install_sgx_for_applicaiton_developer.sh	354	# Check if everything is already installed	COMMENT
LOW	tests/standalone/test-aot-x18-reserve/run.sh	40	# Check if required binaries exist	COMMENT
LOW	tests/wamr-test-suites/test_wamr.sh	1190	# Check if REQUIREMENT_NAME is set, if set, only calling requirement test and early return	COMMENT
LOW	…requirement-engineering-test-script/run_requirement.py	67	# Check if the variable is a dictionary	COMMENT
LOW	tests/regression/ba-issues/helper.sh	49	# Check if at least one argument is provided	COMMENT
LOW	tests/regression/ba-issues/helper.sh	67	# Check if the second argument is greater than the first	COMMENT
LOW	test-tools/dynamic-aot-debug/dynamic_aot_debug.py	70	# Check if it's a structure type	COMMENT

Self-Referential Comments3 hits · 9 pts

Severity	File	Line	Snippet	Context
MEDIUM	tests/unit/linear-memory-aot/build_aot.sh	8	# Define a list of .wasm files	COMMENT
MEDIUM	…requirement-engineering-test-script/run_requirement.py	201	# Define the subrequirement IDs as a list of integers	COMMENT
MEDIUM	tests/requirement-engineering/gc-aot/run.py	77	# Create the parser	COMMENT

Synthetic Comment Markers1 hit · 8 pts

Severity	File	Line	Snippet	Context
HIGH	samples/sgx-ra/README.md	238	# Configuring the Intel PCCS. Input the PCS/PCCS password as requested.	COMMENT

Example Usage Blocks3 hits · 4 pts

Severity	File	Line	Snippet	Context
LOW	tests/standalone/standalone.sh	13	# Usage:	COMMENT
LOW	test-tools/addr2line/tests/run_tests.sh	7	# Usage:	COMMENT
LOW	samples/linux-perf/wasm/ackermann.c	31	// Example usage:	COMMENT

AI Structural Patterns5 hits · 4 pts

Severity	File	Line	Context
LOW	tests/wamr-test-suites/spec-test-script/all.py	72	CODE
LOW	tests/wamr-test-suites/spec-test-script/all.py	161	CODE
LOW	tests/wamr-test-suites/spec-test-script/all.py	298	CODE
LOW	.github/scripts/ci_gate_decision_test.py	51	CODE
LOW	language-bindings/python/src/wamr/wasmcapi/ffi.py	131	CODE

AI Slop Vocabulary1 hit · 3 pts

Severity	File	Line	Snippet	Context
MEDIUM	tests/wamr-test-suites/test_wamr.sh	690	# Dec 20, 2024. Use WPT version of test harness for HTML core test conversion (#1859)	COMMENT

Modern Structural Boilerplate3 hits · 3 pts

Severity	File	Line	Snippet	Context
LOW	language-bindings/python/wasm-c-api/tests/__init__.py	7	__all__ = ["test_basic", "test_advanced"]	CODE
LOW	language-bindings/python/src/wamr/wamrapi/wamr.py	146	def _set_wasi_args(self, module: Module, dir_list: List[str]) -> None:	CODE
LOW	language-bindings/python/src/wamr/wasmcapi/__init__.py	7	__all__ = ["ffi"]	CODE

Slop Phrases1 hit · 2 pts

Severity	File	Line	Snippet	Context
LOW	core/config.h	532	* Note: on platforms with lazy function binding, don't forget to consider	COMMENT

wasm-micro-runtime/wasm-micro-runtime

Open-Source Code Quality, Security and Technical Debt Review