AI Slop Code RIsk Monitor

seL4/seL4

The seL4 microkernel

5.0 Moderate pattern signal View on GitHub

Maintenance and Governance Review

This report summarizes scanner evidence for seL4/seL4, a C project with 5,796 GitHub stars. SynthScan examined 119,021 lines of code across 735 source files, recording 418 pattern matches distributed across 15 syntactic categories. The legacy adjusted pattern signal is 5.0 (Moderate pattern signal); it is not an authorship estimate.

Use the findings to ask whether maintainers can explain intent, verify dependencies, simplify unnecessary scaffolding, and focus review effort. Risk Payload v1 adds ownership, supply-chain, over-engineering, and review-effort vectors when available. These are prompts for human verification, not probabilities, security findings, or measured maintenance costs.

5.0
Adjusted Signal
5.0
Raw Pattern Score
100%
Time Factor
2026-10-11
Last Push
5.8K
Stars
C
Language
119.0K
Lines of Code
735
Files
418
Pattern Hits
2026-10-12
Scan Date
0.01
HC Hit Rate

Risk Review · v3

Use each vector to guide manual verification of the underlying findings.

Cognitive Ownership Risk 13.8/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 325 finding(s).

Hallucinated Dependency & Supply Chain Risk 1.7/100 · LOW

Are imports declared and package/API names verified? 20 finding(s).

Agent Over-Engineering Ratio 9.3/100 · LOW

Are wrappers, guards, and repeated structures necessary? 99 finding(s).

PR Review Velocity Impact 22.9/100 · LOW

Which changes need focused human review? 418 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 11MEDIUM 73LOW 334

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 418 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.

Over-Commented Block252 hits · 250 pts
SeverityFileLineSnippetContext
LOWCMakeLists.txt181 -ffreestanding # implies "-fno-builtin". Execution will not start at main().COMMENT
LOWCMakeLists.txt201 APPENDCOMMENT
LOWCMakeLists.txt441add_custom_target(xml_headers_target DEPENDS ${xml_headers})COMMENT
LOWCMakeLists.txt581target_include_directories(kernel.elf PRIVATE "${CMAKE_CURRENT_BINARY_DIR}/generated")COMMENT
LOWtools/lex.py1# SPDX-License-Identifier: BSD-3-ClauseCOMMENT
LOWtools/lex.py21# specific prior written permission.COMMENT
LOWtools/lex.py101 def __call__(self, *args, **kwargs):COMMENT
LOWtools/lex.py421COMMENT
LOWtools/bitfield_gen.py1#!/usr/bin/env python3COMMENT
LOWtools/bitfield_gen.py2321 "Calculate an encoding for variable width tagnames"COMMENT
LOWtools/bitfield_gen.py2341 # 8-bit class: classmask = 0b10001100COMMENT
LOWtools/changed.sh1#!/usr/bin/env bashCOMMENT
LOWtools/reciprocal.py1#!/usr/bin/env python3COMMENT
LOWtools/hardware/__init__.py1#COMMENT
LOWtools/hardware/outputs/__init__.py1#COMMENT
LOWinclude/util.h61 * uint64_t type definitions nor including the header with the uint64_tCOMMENT
LOWinclude/util.h81#define VISIBLE __attribute__((externally_visible))COMMENT
LOWinclude/util.h241 \<acute>ret__long :== PROC ctzl(\<acute>x)COMMENT
LOWinclude/object.h1/*COMMENT
LOWinclude/assert.h61 */COMMENT
LOWinclude/stdint.h21#define UINT64_MAX (0xFFFFFFFFFFFFFFFF)COMMENT
LOWinclude/benchmark/benchmark_track.h1/*COMMENT
LOWinclude/benchmark/benchmark.h21#ifdef CONFIG_KERNEL_LOG_BUFFERCOMMENT
LOWinclude/drivers/irq/riscv_plic0.h41#define PLIC_HART_ID (CONFIG_FIRST_HART_ID)COMMENT
LOWinclude/drivers/irq/am335x.h21#define CMPER_TIMER4_CLKCTRL 0x88COMMENT
LOWinclude/drivers/timer/mct.h21#define GTCON_COMP3_AUTOINC (1U << 7)COMMENT
LOWinclude/drivers/timer/mct.h41#define GWSTAT_COMP2L (1U << 8)COMMENT
LOWinclude/drivers/smmu/smmuv2.h21COMMENT
LOWinclude/drivers/smmu/smmuv2.h41#define SMMU_sCR0 0x000COMMENT
LOWinclude/drivers/smmu/smmuv2.h61#define SMMU_TLBIALLNSNH 0x068COMMENT
LOWinclude/drivers/smmu/smmuv2.h101#define SMMU_CBn_ACTLR 0x004COMMENT
LOWinclude/drivers/smmu/smmuv2.h121#define SMMU_CBn_FSYNR1 0x06cCOMMENT
LOWinclude/drivers/smmu/smmuv2.h141#define CR0_SMCFCFG BIT(21)COMMENT
LOWinclude/drivers/smmu/smmuv2.h161#define IDR0_SES BIT(31)COMMENT
LOWinclude/drivers/smmu/smmuv2.h181#define PTFS_AARCH32L_ONLY 0x1COMMENT
LOWinclude/drivers/smmu/smmuv2.h201#define IDR2_UBS (0xf << 8)COMMENT
LOWinclude/drivers/smmu/smmuv2.h221#define IDR2_IAS_48 0x5COMMENT
LOWinclude/drivers/smmu/smmuv2.h241#define S2CR_TRANSIENTCFG_SET(v) ((v) << 28)COMMENT
LOWinclude/drivers/smmu/smmuv2.h261COMMENT
LOWinclude/drivers/smmu/smmuv2.h321#define CBARn_MemAttr_SET(v) ((v) << 12)COMMENT
LOWinclude/drivers/smmu/smmuv2.h341COMMENT
LOWinclude/drivers/smmu/smmuv2.h361#define CBn_TCR_SL0_4KB_L0 2COMMENT
LOWinclude/plat/pc99/plat/machine/interrupt.h1/*COMMENT
LOWinclude/plat/tk1/plat/machine/smmu.h81} tk1_mc_regs_t;COMMENT
LOWinclude/plat/tk1/plat/machine/smmu.h101#define SMMU_VI_ASID 14COMMENT
LOWinclude/object/structures.h61#define CNODE_REF(p) (CTE_REF(p)>>CNODE_MIN_BITS)COMMENT
LOWinclude/object/structures.h81COMMENT
LOWinclude/arch/x86/arch/machine.h1/*COMMENT
LOWinclude/arch/x86/arch/machine.h21#define IA32_SYSENTER_ESP_MSR 0x175COMMENT
LOWinclude/arch/x86/arch/machine.h41#define IA32_VMX_MISC_MSR 0x485COMMENT
LOWinclude/arch/x86/arch/machine.h61#define BROADWELL_1_MODEL_ID 0x4DCOMMENT
LOWinclude/arch/x86/arch/machine.h81COMMENT
LOWinclude/arch/x86/arch/32/mode/object/structures.h1/*COMMENT
LOWinclude/arch/x86/arch/32/mode/object/structures.h21COMMENT
LOWinclude/arch/x86/arch/object/vcpu.h21#define VMX_GUEST_FS_SELECTOR 0x00000808COMMENT
LOWinclude/arch/x86/arch/object/vcpu.h41#define VMX_CONTROL_TSC_OFFSET 0x00002010COMMENT
LOWinclude/arch/x86/arch/object/vcpu.h61#define VMX_HOST_PERF_GLOBAL_CTRL 0x00002C04COMMENT
LOWinclude/arch/x86/arch/object/vcpu.h81COMMENT
LOWinclude/arch/x86/arch/object/vcpu.h101#define VMX_GUEST_ES_ACCESS_RIGHTS 0x00004814COMMENT
LOWinclude/arch/x86/arch/object/vcpu.h121#define VMX_CONTROL_CR3_TARGET0 0x00006008COMMENT
192 more matches not shown…
Decorative Section Separators53 hits · 158 pts
SeverityFileLineSnippetContext
MEDIUM⚡CMakeLists.txt164 #-----------------------------------COMMENT
MEDIUM⚡CMakeLists.txt166 #-----------------------------------COMMENT
MEDIUM⚡CMakeLists.txt176 #-----------------------------------COMMENT
MEDIUM⚡CMakeLists.txt178 #-----------------------------------COMMENT
MEDIUM⚡tools/lex.py256 # ------------------------------------------------------------COMMENT
MEDIUM⚡tools/lex.py258 # ------------------------------------------------------------COMMENT
MEDIUM⚡tools/lex.py268 # ------------------------------------------------------------COMMENT
MEDIUM⚡tools/lex.py270 # ------------------------------------------------------------COMMENT
MEDIUM⚡tools/lex.py280 # ------------------------------------------------------------COMMENT
MEDIUM⚡tools/lex.py282 # ------------------------------------------------------------COMMENT
MEDIUM⚡tools/lex.py287 # ------------------------------------------------------------COMMENT
MEDIUM⚡tools/lex.py289 # ------------------------------------------------------------COMMENT
MEDIUM⚡tools/lex.py293 # ------------------------------------------------------------COMMENT
MEDIUM⚡tools/lex.py295 # ------------------------------------------------------------COMMENT
MEDIUM⚡tools/lex.py299 # ------------------------------------------------------------COMMENT
MEDIUM⚡tools/lex.py301 # ------------------------------------------------------------COMMENT
MEDIUM⚡tools/lex.py305 # ------------------------------------------------------------COMMENT
MEDIUM⚡tools/lex.py311 # ------------------------------------------------------------COMMENT
MEDIUM⚡tools/lex.py424# -----------------------------------------------------------------------------COMMENT
MEDIUM⚡tools/lex.py429# -----------------------------------------------------------------------------COMMENT
MEDIUM⚡tools/lex.py431# -----------------------------------------------------------------------------COMMENT
MEDIUM⚡tools/lex.py437# -----------------------------------------------------------------------------COMMENT
MEDIUM⚡tools/lex.py530# -----------------------------------------------------------------------------COMMENT
MEDIUM⚡tools/lex.py537# -----------------------------------------------------------------------------COMMENT
MEDIUM⚡tools/lex.py558# -----------------------------------------------------------------------------COMMENT
MEDIUM⚡tools/lex.py563# -----------------------------------------------------------------------------COMMENT
MEDIUMtools/lex.py3# -----------------------------------------------------------------------------COMMENT
MEDIUMtools/lex.py34# -----------------------------------------------------------------------------COMMENT
MEDIUMtools/lex.py104# -----------------------------------------------------------------------------COMMENT
MEDIUMtools/lex.py116# -----------------------------------------------------------------------------COMMENT
MEDIUMtools/lex.py173 # ------------------------------------------------------------COMMENT
MEDIUMtools/lex.py175 # ------------------------------------------------------------COMMENT
MEDIUMtools/lex.py218 # ------------------------------------------------------------COMMENT
MEDIUMtools/lex.py220 # ------------------------------------------------------------COMMENT
MEDIUMtools/lex.py455# -----------------------------------------------------------------------------COMMENT
MEDIUMtools/lex.py460# -----------------------------------------------------------------------------COMMENT
MEDIUMtools/lex.py472# -----------------------------------------------------------------------------COMMENT
MEDIUMtools/lex.py477# -----------------------------------------------------------------------------COMMENT
MEDIUMtools/lex.py489# -----------------------------------------------------------------------------COMMENT
MEDIUMtools/lex.py495# -----------------------------------------------------------------------------COMMENT
MEDIUMtools/lex.py850 # -----------------------------------------------------------------------------COMMENT
MEDIUMtools/lex.py856 # -----------------------------------------------------------------------------COMMENT
MEDIUMtools/lex.py891# -----------------------------------------------------------------------------COMMENT
MEDIUMtools/lex.py895# -----------------------------------------------------------------------------COMMENT
MEDIUMtools/lex.py1041# -----------------------------------------------------------------------------COMMENT
MEDIUMtools/lex.py1045# -----------------------------------------------------------------------------COMMENT
MEDIUMtools/lex.py1075# -----------------------------------------------------------------------------COMMENT
MEDIUMtools/lex.py1080# -----------------------------------------------------------------------------COMMENT
MEDIUMtools/invocation_header_gen.py9# ============================COMMENT
MEDIUMtools/syscall_header_gen.py9# ==============================COMMENT
MEDIUMlibsel4/tools/syscall_stub_gen.py10# ===============================COMMENT
MEDIUMlibsel4/tools/invocation_header_gen.py9# ============================COMMENT
MEDIUMlibsel4/tools/syscall_header_gen.py9# ==============================COMMENT
Excessive Try-Catch Wrapping18 hits · 38 pts
SeverityFileLineSnippetContext
MEDIUMtools/lex.py440def get_caller_module_dict(levels):CODE
LOW⚡tools/lex.py522 except Exception:CODE
MEDIUMtools/invocation_header_gen.py146 print("Error: invalid xml file", file=sys.stderr)STRING
MEDIUMtools/invocation_header_gen.py160 print("Error: Implicit duplicate id '%s' in xml file" % label, file=sys.stderr)STRING
MEDIUMtools/syscall_header_gen.py126 print("Error: must provide either kernel_header or libsel4_header",CODE
MEDIUM⚡tools/syscall_header_gen.py155 print("Error: invalid xml file.", file=sys.stderr)CODE
MEDIUM⚡tools/syscall_header_gen.py161 print("Error: malformed xml. Only one api element allowed",CODE
MEDIUM⚡tools/syscall_header_gen.py167 print("Error: api element only supports 1 config element",CODE
MEDIUM⚡tools/syscall_header_gen.py172 print("Error: api element config only supports an empty name",CODE
MEDIUMtools/invocation_json_gen.py50 print('Error: invalid XML file provided', file=sys.stderr)CODE
MEDIUMtools/invocation_json_gen.py56 print('Error: invalid JSON file provided', file=sys.stderr)CODE
MEDIUMlibsel4/tools/invocation_header_gen.py146 print("Error: invalid xml file", file=sys.stderr)STRING
MEDIUMlibsel4/tools/invocation_header_gen.py160 print("Error: Implicit duplicate id '%s' in xml file" % label, file=sys.stderr)STRING
MEDIUMlibsel4/tools/syscall_header_gen.py126 print("Error: must provide either kernel_header or libsel4_header",CODE
MEDIUM⚡libsel4/tools/syscall_header_gen.py155 print("Error: invalid xml file.", file=sys.stderr)CODE
MEDIUM⚡libsel4/tools/syscall_header_gen.py161 print("Error: malformed xml. Only one api element allowed",CODE
MEDIUM⚡libsel4/tools/syscall_header_gen.py167 print("Error: api element only supports 1 config element",CODE
MEDIUM⚡libsel4/tools/syscall_header_gen.py172 print("Error: api element config only supports an empty name",CODE
Deep Nesting36 hits · 32 pts
SeverityFileLineSnippetContext
LOWtools/lex.py498CODE
LOWtools/lex.py898CODE
LOWtools/lex.py146CODE
LOWtools/lex.py312CODE
LOWtools/lex.py642CODE
LOWtools/lex.py675CODE
LOWtools/lex.py748CODE
LOWtools/config_gen.py64CODE
LOWtools/umm.py30CODE
LOWtools/umm.py31CODE
LOWtools/condition.py68CODE
LOWtools/bitfield_gen.py1375CODE
LOWtools/bitfield_gen.py1414CODE
LOWtools/bitfield_gen.py1514CODE
LOWtools/bitfield_gen.py1740CODE
LOWtools/bitfield_gen.py1951CODE
LOWtools/bitfield_gen.py2515CODE
LOWtools/hardware/irq.py193CODE
LOWtools/hardware/utils/memory.py27CODE
LOWtools/hardware/utils/rule.py183CODE
LOWtools/hardware/outputs/yaml.py43CODE
LOWtools/hardware/outputs/json.py38CODE
LOWmanual/tools/parse_doxygen_xml.py393CODE
LOWmanual/tools/gen_invocations.py166CODE
LOWlibsel4/tools/syscall_stub_gen.py602CODE
LOWlibsel4/tools/syscall_stub_gen.py844CODE
LOWlibsel4/tools/condition.py68CODE
LOWlibsel4/tools/bitfield_gen.py1375CODE
LOWlibsel4/tools/bitfield_gen.py1414CODE
LOWlibsel4/tools/bitfield_gen.py1514CODE
LOWlibsel4/tools/bitfield_gen.py1740CODE
LOWlibsel4/tools/bitfield_gen.py1951CODE
LOWlibsel4/tools/bitfield_gen.py2515CODE
LOWlibsel4/tools/syscall_stub_gen_rs.py80CODE
LOWlibsel4/tools/syscall_stub_gen_rs.py258CODE
LOWlibsel4/tools/syscall_stub_gen_rs.py435CODE
Hyper-Verbose Identifiers25 hits · 27 pts
SeverityFileLineSnippetContext
LOW⚡tools/bitfield_gen.py198def p_opt_visible_order_spec_empty(t):CODE
LOW⚡tools/bitfield_gen.py208def p_visible_order_spec_empty(t):CODE
LOW⚡tools/bitfield_gen.py213def p_visible_order_spec_single(t):CODE
LOWtools/bitfield_gen.py789def ptr_empty_union_new_template(ptrname):CODE
LOWtools/syscall_header_gen.py189def convert_to_assembler_format(s):CODE
LOWtools/hardware/outputs/yaml.py18def make_yaml_list_of_regions(regions) -> List:CODE
LOWtools/hardware/outputs/json.py18def make_json_list_of_regions(regions) -> List:CODE
LOWmanual/tools/parse_doxygen_xml.py274 def generate_empty_param_string(self):CODE
LOWmanual/tools/parse_doxygen_xml.py280 def generate_empty_error_string(self):CODE
LOWmanual/tools/parse_doxygen_xml.py350 def generate_empty_param_string(self):CODE
LOWmanual/tools/parse_doxygen_xml.py461 def get_error_num_description(self):STRING
LOWmanual/tools/parse_doxygen_xml.py591def generate_general_syscall_doc(generator, input_file_name, level, ref_dict):STRING
LOWlibsel4/tools/syscall_stub_gen.py443def generate_marshal_expressions(params, num_mrs, structs, wordsize):CODE
LOWlibsel4/tools/syscall_stub_gen.py509def generate_unmarshal_expressions(params, wordsize):CODE
LOWlibsel4/tools/syscall_stub_gen.py554def is_result_struct_required(output_params):CODE
LOWlibsel4/tools/syscall_stub_gen.py806def get_xml_element_content_with_xmlonly(element):CODE
LOW⚡libsel4/tools/bitfield_gen.py198def p_opt_visible_order_spec_empty(t):CODE
LOW⚡libsel4/tools/bitfield_gen.py208def p_visible_order_spec_empty(t):CODE
LOW⚡libsel4/tools/bitfield_gen.py213def p_visible_order_spec_single(t):CODE
LOWlibsel4/tools/bitfield_gen.py789def ptr_empty_union_new_template(ptrname):CODE
LOWlibsel4/tools/syscall_stub_gen_rs.py52def rust_render_parameter_name(param_type, name, mutable_ref=False):CODE
LOWlibsel4/tools/syscall_stub_gen_rs.py69def rust_double_word_expression(param_type, var_name, word_num, word_size):CODE
LOWlibsel4/tools/syscall_stub_gen_rs.py121def generate_marshal_expressions(params, num_mrs, structs, wordsize):CODE
LOWlibsel4/tools/syscall_stub_gen_rs.py188def generate_unmarshal_expressions(params, wordsize):CODE
LOWlibsel4/tools/syscall_header_gen.py189def convert_to_assembler_format(s):CODE
Cross-Language Confusion5 hits · 25 pts
SeverityFileLineSnippetContext
HIGHtools/bitfield_gen.py721 "\\<lbrakk> w && m1 = v1; m1 && m2 = m2; v1 && m2 = v2 \\<rbrakk>CODE
HIGHtools/bitfield_gen.py722 \\<Longrightarrow> w && m2 = v2"CODE
HIGHmanual/tools/gen_invocations.py98 return values.get(condition[start:end], undefined)CODE
HIGHlibsel4/tools/bitfield_gen.py721 "\\<lbrakk> w && m1 = v1; m1 && m2 = m2; v1 && m2 = v2 \\<rbrakk>CODE
HIGHlibsel4/tools/bitfield_gen.py722 \\<Longrightarrow> w && m2 = v2"CODE
Unused Imports15 hits · 15 pts
SeverityFileLineSnippetContext
LOWtools/hardware_gen.py13CODE
LOWtools/umm.py8CODE
LOWtools/condition.py8CODE
LOWtools/reciprocal.py21CODE
LOWtools/hardware/config.py6CODE
LOWtools/hardware/config.py6CODE
LOWtools/hardware/config.py7CODE
LOWtools/hardware/utils/rule.py7CODE
LOWtools/hardware/outputs/elfloader.py11CODE
LOWtools/hardware/outputs/elfloader.py12CODE
LOWtools/hardware/outputs/elfloader.py18CODE
LOWlibsel4/tools/__init__.py32CODE
LOWlibsel4/tools/__init__.py33CODE
LOWlibsel4/tools/__init__.py34CODE
LOWlibsel4/tools/condition.py8CODE
AI Response Leakage2 hits · 15 pts
SeverityFileLineSnippetContext
HIGHtools/bitfield_gen.py2339 # In this example we have:COMMENT
HIGHlibsel4/tools/bitfield_gen.py2339 # In this example we have:COMMENT
Synthetic Comment Markers2 hits · 15 pts
SeverityFileLineSnippetContext
HIGHsrc/arch/arm/kernel/boot.c112 /* avail_p_regs comes from the auto-generated code */COMMENT
HIGHsrc/arch/riscv/kernel/boot.c90 /* avail_p_regs comes from the auto-generated code */COMMENT
Empty Error Handlers2 hits · 10 pts
SeverityFileLineSnippetContext
HIGHtools/lex.py938except ImportError:CODE
HIGHmanual/tools/gen_env.py43except:CODE
Self-Referential Comments3 hits · 7 pts
SeverityFileLineSnippetContext
MEDIUM⚡tools/lex.py561# This class represents information needed to build a lexer as extracted from aCOMMENT
MEDIUMtools/lex.py331 # Create a token for returnCOMMENT
MEDIUMlibsel4/tools/syscall_stub_gen.py849 # Create a dictionary of type name to type.COMMENT
AI Slop Vocabulary2 hits · 3 pts
SeverityFileLineSnippetContext
LOWtools/hardware/irq.py65 # so we can't just call node.get_regions()COMMENT
LOWtools/hardware/irq.py202 # otherwise, just return a dummy irq controllerCOMMENT
Slop Phrases1 hit · 2 pts
SeverityFileLineSnippetContext
LOWsrc/arch/arm/64/model/statedata.c59 * to be sufficient to contain the mapping you want. And don't forget to updateCOMMENT
Overly Generic Function Names1 hit · 1 pts
SeverityFileLineSnippetContext
LOWtools/umm.py31 def helper(tps: list[str]) -> tuple[UmmType, list[str]]:CODE
AI Structural Patterns1 hit · 0 pts
SeverityFileLineSnippetContext
LOWtools/lex.py898CODE