2.3

Adjusted Signal

2.3

Raw Pattern Score

100%

Time Factor

2026-10-31

Last Push

12.9K

Stars

C++

Language

993.4K

Lines of Code

3.1K

Files

2.0K

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 7.9/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 1722 finding(s).

Hallucinated Dependency & Supply Chain Risk 1.5/100 · LOW

Are imports declared and package/API names verified? 122 finding(s).

Agent Over-Engineering Ratio 4.3/100 · LOW

Are wrappers, guards, and repeated structures necessary? 778 finding(s).

PR Review Velocity Impact 12.4/100 · LOW

Which changes need focused human review? 1972 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 86MEDIUM 113LOW 1773

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 1972 distinct pattern matches across 19 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 Block751 hits · 716 pts

Severity	File	Line	Snippet	Context
LOW	CMakeLists.txt	141	# CMAKE_BUILD_TYPE has no meaning for multi-configuration generators	COMMENT
LOW	CMakeLists.txt	521	set(CMAKE_LIBRARY_OUTPUT_DIRECTORY "${PROJECT_BINARY_DIR}")	COMMENT
LOW	CMakeLists.txt	561		COMMENT
LOW	fstar/tools/proof_rule_coverage.py	41	"unit-resolution", "and-elim", "not-or-elim", "mp", "mp~",	COMMENT
LOW	fstar/cherry_runtime/main.cpp	1	#include "native.h"	COMMENT
LOW	cmake/target_arch_detect.cpp	1	// This is used by the CMake build to detect	COMMENT
LOW	examples/userPropagator/common.h	1	#pragma once	COMMENT
LOW	…/userPropagator/user_propagator_created_maximisation.h	201	else {	COMMENT
LOW	…/userPropagator/user_propagator_created_maximisation.h	221	// // we expect an invalid placement, but not all queen positions have been placed yet	COMMENT
LOW	…/userPropagator/user_propagator_created_maximisation.h	241	// }	COMMENT
LOW	…/userPropagator/user_propagator_created_maximisation.h	261	//	COMMENT
LOW	…/userPropagator/user_propagator_created_maximisation.h	281	// if (values[i] != (unsigned)-1)	COMMENT
LOW	…/userPropagator/user_propagator_created_maximisation.h	301	// std::vector<z3::expr_vector> conflicts;	COMMENT
LOW	examples/python/test_proof_to_lean_wide.py	1	############################################	COMMENT
LOW	examples/python/test_proof_to_lean_lia.py	1181	self.assertRegex(text, r"private theorem rewrite_\d+ .\n.\n.*\n first\n \\| \(have _e")	COMMENT
LOW	examples/python/proof_to_lean.py	61	# opaque atoms of the linear forms; omega reads / and % by a positive	COMMENT
LOW	examples/python/proof_to_lean.py	81	# The arithmetic sorts and their Lean carriers: Real variables are valued in	COMMENT
LOW	examples/python/proof_to_lean.py	101	# atoms (Boolean = is checked separately: its arguments must be formulas).	COMMENT
LOW	examples/python/proof_to_lean.py	121	# names, and the proof graph is checked to be well-sorted before rendering).	COMMENT
LOW	examples/python/proof_to_lean.py	3161	# An integer cut or gcd conflict, or an integer Farkas or bound step	COMMENT
LOW	examples/python/hs.py	181	relax_core(self.s, core, self.soft.formulas)	COMMENT
LOW	examples/python/simplify_formula.py	41	# evaluate each atom in fml using m and create	COMMENT
LOW	examples/python/example.py	1	# Copyright (c) Microsoft Corporation 2015, 2016	COMMENT
LOW	examples/python/proof_certificate.py	41	"set-logic", "set-info", "declare-sort", "define-sort", "declare-const", "declare-fun", "define-fun",	COMMENT
LOW	examples/python/proof_certificate.py	101	_ARITH_NAMES = {	COMMENT
LOW	examples/python/proof_certificate.py	121	_CNF_HINT = "cnf"	COMMENT
LOW	examples/python/proof_certificate.py	141	# assertion using another is disabled. bound_simplifier runs solve_eqs and	COMMENT
LOW	examples/python/proofreplay.py	81	# (verified-smt	COMMENT
LOW	examples/dotnet/Program.cs	1001	// foreach (Expr e in ((Expr)cur).Args)	COMMENT
LOW	examples/maxsat/CMakeLists.txt	1	################################################################################	COMMENT
LOW	examples/c/CMakeLists.txt	1	################################################################################	COMMENT
LOW	examples/c/test_capi.c	1		COMMENT
LOW	scripts/mk_genfile_common.py	1	# This file contains code that is common to	COMMENT
LOW	scripts/mk_genfile_common.py	441	idx = idx + 1	COMMENT
LOW	scripts/mk_genfile_common.py	461	# idx = 0	COMMENT
LOW	scripts/mk_genfile_common.py	481	# if m:	COMMENT
LOW	scripts/mk_genfile_common.py	501	# efile.write('val int_of_%s : %s -> int\n' % (name[3:], name[3:])) # strip Z3_	COMMENT
LOW	scripts/test-jupyter.yml	1	# Need to install jupyter-nbconvert	COMMENT
LOW	.github/workflows/vercors-nfv-audit.lock.yml	1	# gh-aw-metadata: {"schema_version":"v4","frontmatter_hash":"4aff8a06ede44c0ace4c6faeb3a4d606af3cd2d46380d4d5a7d8d877763	COMMENT
LOW	.github/workflows/vercors-nfv-audit.lock.yml	21	# gh aw compile	COMMENT
LOW	.github/workflows/vercors-nfv-audit.lock.yml	41	# - actions/github-script@3a2844b7e9c422d3c10d287c895573f7108da1b3 # v9.0.0 (source v9)	COMMENT
LOW	.github/workflows/pulse-checker-repair.lock.yml	1	# gh-aw-metadata: {"schema_version":"v4","frontmatter_hash":"cb192191d1e778c5036b2a7a2972e27b534032839713b217ceb6433ea0e	COMMENT
LOW	.github/workflows/pulse-checker-repair.lock.yml	21	# gh aw compile	COMMENT
LOW	.github/workflows/pulse-checker-repair.lock.yml	41	# - actions/download-artifact@9000827ccba6bdab643e8b6fd33ac0654aef8333	COMMENT
LOW	.github/workflows/tactic-to-simplifier.lock.yml	1	# gh-aw-metadata: {"schema_version":"v4","frontmatter_hash":"4de5cbababf6939619194cf34bc4667ee6bd584765010c329ea45c828d5	COMMENT
LOW	.github/workflows/tactic-to-simplifier.lock.yml	21	# gh aw compile	COMMENT
LOW	.github/workflows/tactic-to-simplifier.lock.yml	41	# - actions/github-script@3a2844b7e9c422d3c10d287c895573f7108da1b3 # v9.0.0 (source v9)	COMMENT
LOW	.github/workflows/smtlib-benchmark-finder.lock.yml	1	# gh-aw-metadata: {"schema_version":"v4","frontmatter_hash":"df207f4a2ef576f34e072b2145cae9c061565cbb08f979160136bc4ef05	COMMENT
LOW	.github/workflows/smtlib-benchmark-finder.lock.yml	21	# gh aw compile	COMMENT
LOW	.github/workflows/release-notes-updater.lock.yml	1	# gh-aw-metadata: {"schema_version":"v4","frontmatter_hash":"24e0e1b4961de563b8da9c6fd5059aee2e1ae8a38f55c375ab1e48ec4b9	COMMENT
LOW	.github/workflows/release-notes-updater.lock.yml	21	# gh aw compile	COMMENT
LOW	.github/workflows/memory-safety-report.lock.yml	1	# gh-aw-metadata: {"schema_version":"v4","frontmatter_hash":"4b849972f050fc2e04254fc6b1084ec8d7f8ea96e65b260bcf58013f1f7	COMMENT
LOW	.github/workflows/memory-safety-report.lock.yml	21	# gh aw compile	COMMENT
LOW	.github/workflows/memory-safety-report.lock.yml	41	# - actions/download-artifact@3e5f45b2cfb9172054b4087a40e8e0b5a5461e7c # v8.0.1	COMMENT
LOW	.github/workflows/academic-citation-tracker.lock.yml	1	# gh-aw-metadata: {"schema_version":"v4","frontmatter_hash":"ac5c516750ec0894a784c69854f091e1abc930abf3e5158c06b0c0338d0	COMMENT
LOW	.github/workflows/academic-citation-tracker.lock.yml	21	# gh aw compile	COMMENT
LOW	.github/workflows/code-simplifier.lock.yml	1	# gh-aw-metadata: {"schema_version":"v4","frontmatter_hash":"b196a87f54c704ce6876e6644e13357cf08061fffb0bdea4475dec8486d	COMMENT
LOW	.github/workflows/code-simplifier.lock.yml	21	# gh aw compile	COMMENT
LOW	.github/workflows/code-simplifier.lock.yml	41	# - actions/download-artifact@3e5f45b2cfb9172054b4087a40e8e0b5a5461e7c # v8.0.1	COMMENT
LOW	.github/workflows/api-coherence-checker.lock.yml	1	# gh-aw-metadata: {"schema_version":"v4","frontmatter_hash":"e592b01e55b5f358cc42544c4001316351fe107da7c13a9d4b9c7d241c0	COMMENT
691 more matches not shown…

Hyper-Verbose Identifiers649 hits · 487 pts

Severity	File	Line	Snippet	Context
LOW	fstar/tools/test_checker_qfff.py	46	def test_exact_cohort_filters_sat_and_records_verifiable_provenance(self):	STRING
LOW	fstar/tools/test_checker_qfff.py	69	def test_seed_reproduces_inputs_and_rotates_a_new_run(self):	STRING
LOW	fstar/tools/test_checker_qfff.py	78	def test_insufficient_unsat_or_distinct_inputs_fail_without_a_manifest(self):	STRING
LOW	fstar/tools/test_checker_sampling.py	26	def test_extended_cohort_matches_fixed_inputs_and_workflow_count(self):	CODE
LOW	fstar/tools/test_checker_sampling.py	70	def test_seed_is_repeatable_rotates_members_and_ignores_archive_order(self):	CODE
LOW	fstar/tools/test_checker_sampling.py	83	def test_filters_status_and_size_without_modifying_selected_bytes(self):	CODE
LOW	fstar/tools/test_checker_sampling.py	99	def test_checksum_failure_precedes_decompression(self):	CODE
LOW	fstar/tools/test_checker_sampling.py	109	def test_unsafe_nonregular_and_duplicate_members_fail(self):	CODE
LOW	fstar/tools/test_checker_sampling.py	126	def test_insufficient_population_fails_instead_of_repeating_or_reducing_sample(self):	CODE
LOW	fstar/tools/test_checker_sampling.py	132	def test_prepared_manifest_verifies_membership_provenance_and_reports_sampling(self):	CODE
LOW	fstar/tools/test_checker_sampling.py	170	def test_skipped_archive_is_not_downloaded_or_included_in_manifest(self):	CODE
LOW	fstar/tools/test_checker_sampling.py	203	def test_download_failure_never_creates_a_success_manifest(self):	CODE
LOW	fstar/tools/test_checker_sampling.py	221	def test_archive_configuration_rejects_unpinned_or_nonzenodo_sources(self):	CODE
LOW⚡	fstar/tools/test_native_checker.py	359	def test_uf_allows_a_user_sort_named_set_in_both_modes(self):	CODE
LOW⚡	fstar/tools/test_native_checker.py	369	def test_linear_arithmetic_is_fully_checked(self):	CODE
LOW⚡	fstar/tools/test_native_checker.py	376	def test_integer_rounding_certifies_qf_lia_ring_benchmarks(self):	CODE
LOW⚡	fstar/tools/test_native_checker.py	801	def test_version_reports_embedded_solver_without_solving_input(self):	CODE
LOW⚡	fstar/tools/test_native_checker.py	807	def test_help_describes_only_smtlib_input(self):	CODE
LOW⚡	fstar/tools/test_native_checker.py	814	def test_diagnostics_preserve_results_and_count_typed_obligations(self):	CODE
LOW	fstar/tools/test_native_checker.py	294	def test_zero_extension_refutations_and_counterexamples(self):	CODE
LOW	fstar/tools/test_native_checker.py	324	def test_checked_boolean_equality_and_array_refutations(self):	CODE
LOW	fstar/tools/test_native_checker.py	341	def test_unsigned_bv_reflexivity_in_both_modes(self):	CODE
LOW	fstar/tools/test_native_checker.py	394	def test_bounded_bv_evaluation_certifies_qf_abv_egt_benchmarks(self):	CODE
LOW	fstar/tools/test_native_checker.py	423	def test_bv_sum_normalization_removes_pending_qf_abv_rewrites(self):	CODE
LOW	fstar/tools/test_native_checker.py	454	def test_underspecified_arithmetic_aliases_do_not_leave_open_hypotheses(self):	CODE
LOW	fstar/tools/test_native_checker.py	478	def test_sorted_core_certifies_boolean_and_euf_proofs_in_both_modes(self):	CODE
LOW	fstar/tools/test_native_checker.py	495	def test_sorted_core_does_not_fall_back_to_legacy_arithmetic(self):	CODE
LOW	fstar/tools/test_native_checker.py	507	def test_contextual_datatype_proofs_in_both_modes(self):	CODE
LOW	fstar/tools/test_native_checker.py	525	def test_contextual_datatypes_do_not_fall_back_to_legacy_arithmetic(self):	CODE
LOW	fstar/tools/test_native_checker.py	534	def test_datatype_operations_named_like_connectives(self):	CODE
LOW	fstar/tools/test_native_checker.py	560	def test_rule_extensions_in_batch_and_interactive_modes(self):	CODE
LOW	fstar/tools/test_native_checker.py	571	def test_finite_field_theory_lemmas_are_checked_within_the_bound(self):	CODE
LOW	fstar/tools/test_native_checker.py	585	def test_finite_field_inverse_witnesses_remain_unchecked(self):	CODE
LOW	fstar/tools/test_native_checker.py	601	def test_quantified_rewrites_are_certified_in_both_modes(self):	CODE
LOW	fstar/tools/test_native_checker.py	625	def test_quantified_arithmetic_avoids_asserted_false_proofs(self):	CODE
LOW	fstar/tools/test_native_checker.py	640	def test_qsat_refuses_unsupported_proof_production(self):	CODE
LOW	fstar/tools/test_native_checker.py	652	def test_uncertified_nonlinear_arithmetic_remains_partial(self):	CODE
LOW	fstar/tools/test_native_checker.py	659	def test_negative_nnf_binder_is_certified(self):	CODE
LOW	fstar/tools/test_native_checker.py	670	def test_nested_quantifier_pulling_is_certified(self):	CODE
LOW	fstar/tools/test_native_checker.py	682	def test_quantifier_push_through_demorgan_body(self):	CODE
LOW	fstar/tools/test_native_checker.py	693	def test_unused_skolem_block_is_certified(self):	CODE
LOW	fstar/tools/test_native_checker.py	703	def test_factored_sign_rewrites_are_certified(self):	CODE
LOW	fstar/tools/test_native_checker.py	717	def test_conditional_comparison_rewrites_are_certified(self):	CODE
LOW	fstar/tools/test_native_checker.py	732	def test_bv_extract_rewrites_are_certified(self):	CODE
LOW	fstar/tools/test_native_checker.py	749	def test_bv_extract_concat_rewrites_are_certified(self):	CODE
LOW	fstar/tools/test_native_checker.py	770	def test_sat_is_not_certified_unsat(self):	CODE
LOW	fstar/tools/test_native_checker.py	774	def test_timeout_is_not_certified_unsat(self):	CODE
LOW	fstar/tools/test_native_checker.py	786	def test_malformed_input_and_arguments_report_errors(self):	CODE
LOW	fstar/tools/test_native_checker.py	843	def test_file_mode_creates_no_proof_artifacts(self):	CODE
LOW	fstar/tools/test_native_checker.py	854	def test_interactive_checks_scoped_assumptions_and_tactics(self):	CODE
LOW	fstar/tools/test_native_checker.py	869	def test_clause_proofs_in_batch_and_interactive_modes(self):	CODE
LOW	fstar/tools/test_native_checker.py	896	def test_clause_proofs_across_scopes_assumptions_and_resets(self):	CODE
LOW	fstar/tools/test_native_checker.py	909	def test_clause_proofs_preserve_disjunction_literals(self):	CODE
LOW	fstar/tools/test_native_checker.py	922	def test_clause_proofs_with_nontrivial_learning_and_simplification(self):	CODE
LOW	fstar/tools/test_native_checker.py	934	def test_interactive_frames_multiline_strings_comments_and_quoted_symbols(self):	CODE
LOW	fstar/tools/test_native_checker.py	945	def test_interactive_reset_and_named_assertions(self):	CODE
LOW	fstar/tools/test_native_checker.py	956	def test_interactive_redundant_global_declarations_options(self):	CODE
LOW	fstar/tools/test_native_checker.py	971	def test_interactive_global_declarations_changes_preserve_scope(self):	CODE
LOW	fstar/tools/test_native_checker.py	982	def test_interactive_partial_is_not_a_certificate(self):	CODE
LOW	fstar/tools/test_native_checker.py	994	def test_interactive_reports_per_check_proof_statistics(self):	CODE
589 more matches not shown…

Cross-Language Confusion53 hits · 231 pts

Severity	File	Line	Snippet	Context
HIGH	examples/python/mini_ic3.py	186	s.push()	CODE
HIGH	examples/python/mini_ic3.py	267	self.s_bad.push()	CODE
HIGH	examples/python/mini_ic3.py	275	self.s_good.push()	CODE
HIGH⚡	examples/python/mini_ic3.py	347	s.push()	CODE
HIGH	examples/python/efsmt.py	22	F.push()	CODE
HIGH	examples/python/test_complex.py	102	solver.push()	CODE
HIGH	examples/python/test_complex.py	212	solver.push()	CODE
HIGH	examples/python/mini_quip.py	183	s.push()	CODE
HIGH	examples/python/mini_quip.py	427	s.push()	CODE
HIGH	examples/python/mini_quip.py	460	s.push()	CODE
HIGH	examples/python/mini_quip.py	475	s.push()	CODE
HIGH	examples/python/mini_quip.py	508	s.push()	CODE
HIGH	examples/python/mini_quip.py	526	self.s_bad.push()	CODE
HIGH	examples/python/mini_quip.py	534	self.s_good.push()	CODE
HIGH	examples/python/mini_quip.py	660	s.push()	CODE
HIGH	examples/python/mini_quip.py	688	self.s_bad.push()	CODE
HIGH	examples/python/mini_quip.py	752	s.push()	CODE
HIGH	examples/python/mini_quip.py	765	s.push()	CODE
HIGH	examples/python/mini_quip.py	782	s.push()	CODE
HIGH⚡	examples/python/test_clause_proofs.py	87	solver.push()	CODE
HIGH⚡	examples/python/test_clause_proofs.py	93	solver.push()	CODE
HIGH⚡	examples/python/test_proof_to_lean_integration.py	353	solver.push()	CODE
HIGH	examples/python/test_proof_to_lean_integration.py	295	solver.push()	CODE
HIGH	examples/python/test_proof_to_lean_integration.py	306	solver.push()	CODE
HIGH	examples/python/bounded model checking/bubble_sort.py	70	s.push()	CODE
HIGH	scripts/mk_genfile_common.py	324	efile.write(' if (k != null) return k;\n')	CODE
HIGH	scripts/update_api.py	990	file.write("for (unsigned i = 0; Z3ARG%s && i < *Z3ARG%s; ++i) { SetAO(Z3ARG%s[i], %s, i); } " % (sz	STRING
HIGH	.github/scripts/test-vercors-audit.py	19	"//@ requires 0 <= x && x < 100;\n"	CODE
HIGH	src/api/python/z3/z3.py	7422	v.push(e.arg_value(j))	CODE
HIGH	src/api/python/z3/z3.py	7705	self.push()	CODE
HIGH	src/api/python/z3/z3.py	7990	_asms.push(a)	CODE
HIGH	src/api/python/z3/z3.py	7995	_vars.push(a)	CODE
HIGH	src/api/python/z3/z3.py	8024	self.cube_vs.push(v)	CODE
HIGH	src/api/python/z3/z3.py	8072	vars.push(t)	CODE
HIGH	src/api/python/z3/z3.py	8741	self.push()	CODE
HIGH	src/api/python/z3/z3.py	12506	prop.push()	CODE
HIGH⚡	src/api/python/z3/z3.py	6610	>>> A.push(Int('x'))	STRING
HIGH⚡	src/api/python/z3/z3.py	6611	>>> A.push(Int('x'))	STRING
HIGH⚡	src/api/python/z3/z3.py	6621	>>> A.push(Int('x') + 1)	STRING
HIGH⚡	src/api/python/z3/z3.py	6622	>>> A.push(Int('y'))	STRING
HIGH⚡	src/api/python/z3/z3.py	6631	>>> for s in sorts: A.push(s)	STRING
HIGH⚡	src/api/python/z3/z3.py	6639	>>> A.push(Int('z', ctx))	STRING
HIGH⚡	src/api/python/z3/z3.py	6640	>>> A.push(Function('f', IntSort(ctx), IntSort(ctx)))	STRING
HIGH	src/api/python/z3/z3.py	6672	>>> A.push(Int('x') + 1)	STRING
HIGH	src/api/python/z3/z3.py	6673	>>> A.push(Int('y'))	STRING
HIGH	src/api/python/z3/z3.py	6692	>>> A.push(Int('x'))	STRING
HIGH	src/api/python/z3/z3.py	6718	>>> A.push(x)	STRING
HIGH	src/api/python/z3/z3.py	6723	>>> A.push(x+1)	STRING
HIGH	src/api/python/z3/z3.py	6739	>>> A.push(x)	STRING
HIGH	src/api/python/z3/z3.py	7732	>>> s.push()	STRING
HIGH	src/api/python/z3/z3.py	7754	>>> s.push()	STRING
HIGH	src/api/python/z3/z3.py	7774	>>> s.push()	STRING
HIGH	src/api/python/z3/z3.py	7777	>>> s.push()	STRING

Decorative Section Separators62 hits · 182 pts

Severity	File	Line	Snippet	Context
MEDIUM	fstar/tools/parse_farkas.py	47	# --------------------------------------------------------------------	COMMENT
MEDIUM	fstar/tools/parse_farkas.py	49	# --------------------------------------------------------------------	COMMENT
MEDIUM	fstar/tools/parse_farkas.py	77	# --------------------------------------------------------------------	COMMENT
MEDIUM	fstar/tools/parse_farkas.py	81	# --------------------------------------------------------------------	COMMENT
MEDIUM	fstar/tools/parse_farkas.py	135	# --------------------------------------------------------------------	COMMENT
MEDIUM	fstar/tools/parse_farkas.py	137	# --------------------------------------------------------------------	COMMENT
MEDIUM	fstar/tools/parse_farkas.py	288	# --------------------------------------------------------------------	COMMENT
MEDIUM	fstar/tools/parse_farkas.py	290	# --------------------------------------------------------------------	COMMENT
MEDIUM	examples/python/hamiltonian/hamiltonian.py	65	# =======================================================	COMMENT
MEDIUM	examples/python/hamiltonian/hamiltonian.py	84	# =======================================================	COMMENT
MEDIUM	scripts/update_api.py	242	# --------------	COMMENT
MEDIUM	scripts/update_api.py	250	# --------------	COMMENT
MEDIUM	scripts/update_api.py	527	# ----------------------	STRING
MEDIUM	scripts/update_api.py	906	# ---------------------------------	STRING
MEDIUM	.github/workflows/release.yml	35	# ============================================================================	COMMENT
MEDIUM	.github/workflows/release.yml	37	# ============================================================================	COMMENT
MEDIUM	.github/workflows/release.yml	139	# ============================================================================	COMMENT
MEDIUM	.github/workflows/release.yml	141	# ============================================================================	COMMENT
MEDIUM	.github/workflows/release.yml	643	# ============================================================================	COMMENT
MEDIUM	.github/workflows/release.yml	645	# ============================================================================	COMMENT
MEDIUM	.github/workflows/release.yml	889	# ============================================================================	COMMENT
MEDIUM	.github/workflows/release.yml	891	# ============================================================================	COMMENT
MEDIUM	.github/workflows/nightly.yml	32	# ============================================================================	COMMENT
MEDIUM	.github/workflows/nightly.yml	34	# ============================================================================	COMMENT
MEDIUM	.github/workflows/nightly.yml	128	# ============================================================================	COMMENT
MEDIUM	.github/workflows/nightly.yml	130	# ============================================================================	COMMENT
MEDIUM	.github/workflows/nightly.yml	634	# ============================================================================	COMMENT
MEDIUM	.github/workflows/nightly.yml	636	# ============================================================================	COMMENT
MEDIUM	.github/workflows/nightly.yml	866	# ============================================================================	COMMENT
MEDIUM	.github/workflows/nightly.yml	868	# ============================================================================	COMMENT
MEDIUM	.github/workflows/memory-safety.yml	27	# ============================================================================	COMMENT
MEDIUM	.github/workflows/memory-safety.yml	29	# ============================================================================	COMMENT
MEDIUM	.github/workflows/memory-safety.yml	113	# ============================================================================	COMMENT
MEDIUM	.github/workflows/memory-safety.yml	115	# ============================================================================	COMMENT
MEDIUM	.github/workflows/memory-safety.yml	199	# ============================================================================	COMMENT
MEDIUM	.github/workflows/memory-safety.yml	201	# ============================================================================	COMMENT
MEDIUM	.github/workflows/ci.yml	21	# ============================================================================	COMMENT
MEDIUM	.github/workflows/ci.yml	23	# ============================================================================	COMMENT
MEDIUM	.github/workflows/ci.yml	121	# ============================================================================	COMMENT
MEDIUM	.github/workflows/ci.yml	123	# ============================================================================	COMMENT
MEDIUM	.github/workflows/ci.yml	255	# ============================================================================	COMMENT
MEDIUM	.github/workflows/ci.yml	257	# ============================================================================	COMMENT
MEDIUM	.github/workflows/ci.yml	575	# ============================================================================	COMMENT
MEDIUM	.github/workflows/ci.yml	577	# ============================================================================	COMMENT
MEDIUM	.github/workflows/ci.yml	612	# ============================================================================	COMMENT
MEDIUM	.github/workflows/ci.yml	614	# ============================================================================	COMMENT
MEDIUM	.github/workflows/ci.yml	632	# ============================================================================	COMMENT
MEDIUM	.github/workflows/ci.yml	634	# ============================================================================	COMMENT
MEDIUM	.github/workflows/nightly-validation.yml	19	# ============================================================================	COMMENT
MEDIUM	.github/workflows/nightly-validation.yml	21	# ============================================================================	COMMENT
MEDIUM	.github/workflows/nightly-validation.yml	248	# ============================================================================	COMMENT
MEDIUM	.github/workflows/nightly-validation.yml	250	# ============================================================================	COMMENT
MEDIUM	.github/workflows/nightly-validation.yml	446	# ============================================================================	COMMENT
MEDIUM	.github/workflows/nightly-validation.yml	448	# ============================================================================	COMMENT
MEDIUM	.github/workflows/nightly-validation.yml	568	# ============================================================================	COMMENT
MEDIUM	.github/workflows/nightly-validation.yml	570	# ============================================================================	COMMENT
MEDIUM	.github/workflows/nightly-validation.yml	758	# ============================================================================	COMMENT
MEDIUM	.github/workflows/nightly-validation.yml	760	# ============================================================================	COMMENT
MEDIUM	.github/workflows/nightly-validation.yml	866	# ============================================================================	COMMENT
MEDIUM	.github/workflows/nightly-validation.yml	868	# ============================================================================	COMMENT
2 more matches not shown…

Deep Nesting184 hits · 164 pts

Severity	File	Line	Context
LOW	fstar/tools/test_checker_sampling.py	99	CODE
LOW	fstar/tools/test_checker_sampling.py	109	CODE
LOW	fstar/tools/test_native_checker.py	294	CODE
LOW	fstar/tools/test_native_checker.py	341	CODE
LOW	fstar/tools/test_native_checker.py	454	CODE
LOW	fstar/tools/parse_rewrite_tags.py	25	CODE
LOW	fstar/tools/run_checker_regressions.py	213	CODE
LOW	fstar/tools/run_checker_regressions.py	249	CODE
LOW	fstar/tools/parse_farkas.py	111	CODE
LOW	fstar/tools/test_checker_regressions.py	236	CODE
LOW	tests/finite_set/test_sleec.py	101	CODE
LOW	tests/finite_set/sleec.py	32	CODE
LOW	tests/finite_set/sleec.py	222	CODE
LOW	tests/finite_set/sleec.py	282	CODE
LOW	tests/finite_set/sleec.py	152	CODE
LOW	examples/python/test_proof_to_lean_uf.py	358	CODE
LOW	examples/python/test_proof_to_lean_uf.py	403	CODE
LOW	examples/python/test_proof_to_lean_uf.py	472	CODE
LOW	examples/python/test_proof_to_lean_uf.py	547	CODE
LOW	examples/python/test_proof_to_lean_uf.py	1004	CODE
LOW	examples/python/mini_ic3.py	359	CODE
LOW	examples/python/test_proof_to_lean_lia.py	496	CODE
LOW	examples/python/proof_to_lean.py	335	CODE
LOW	examples/python/proof_to_lean.py	425	CODE
LOW	examples/python/proof_to_lean.py	1561	CODE
LOW	examples/python/proof_to_lean.py	1647	CODE
LOW	examples/python/proof_to_lean.py	2461	CODE
LOW	examples/python/proof_to_lean.py	2655	CODE
LOW	examples/python/proof_to_lean.py	2738	CODE
LOW	examples/python/proof_to_lean.py	2794	CODE
LOW	examples/python/proof_to_lean.py	2902	CODE
LOW	examples/python/proof_to_lean.py	3009	CODE
LOW	examples/python/proof_to_lean.py	3235	CODE
LOW	examples/python/proof_to_lean.py	3395	CODE
LOW	examples/python/proof_to_lean.py	3450	CODE
LOW	examples/python/proof_to_lean.py	2136	CODE
LOW	examples/python/hs.py	252	CODE
LOW	examples/python/hs.py	297	CODE
LOW	examples/python/hs.py	354	CODE
LOW	examples/python/hs.py	415	CODE
LOW	examples/python/test_proof_certificate.py	453	CODE
LOW	examples/python/test_proof_certificate.py	1711	CODE
LOW	examples/python/test_proof_certificate.py	2498	CODE
LOW	examples/python/test_proof_certificate.py	3153	CODE
LOW	examples/python/test_proof_to_lean.py	648	CODE
LOW	examples/python/test_proof_to_lean.py	665	CODE
LOW	examples/python/test_proof_to_lean.py	697	CODE
LOW	examples/python/test_proof_to_lean.py	748	CODE
LOW	examples/python/test_proof_to_lean.py	989	CODE
LOW	examples/python/test_proof_to_lean.py	1100	CODE
LOW	examples/python/test_proof_to_lean.py	1337	CODE
LOW	examples/python/test_proof_to_lean.py	1489	CODE
LOW	examples/python/visitor.py	20	CODE
LOW	examples/python/visitor.py	22	CODE
LOW	examples/python/proof_clause_log.py	74	CODE
LOW	examples/python/proof_clause_log.py	106	CODE
LOW	examples/python/proof_clause_log.py	465	CODE
LOW	examples/python/proof_clause_log.py	348	CODE
LOW	examples/python/proof_clause_log.py	778	CODE
LOW	examples/python/proof_clause_log.py	1077	CODE
124 more matches not shown…

Structural Annotation Overuse70 hits · 107 pts

Severity	File	Line	Snippet	Context
LOW	a3/a3-rust.md	44	### Step 1: Download and Extract the Artifact	COMMENT
LOW	a3/a3-rust.md	53	### Step 2: Parse Bug Reports	COMMENT
LOW	a3/a3-rust.md	77	### Step 3: Review Each Bug Report	COMMENT
LOW	a3/a3-rust.md	107	### Step 4: Create GitHub Discussion	COMMENT
LOW	.github/aw/create-shared-agentic-workflow.md	260	### Step 1: Understand Requirements	COMMENT
LOW	.github/aw/create-shared-agentic-workflow.md	267	### Step 2: MCP Server Configuration (if applicable)	COMMENT
LOW	.github/aw/create-shared-agentic-workflow.md	367	### Step 3: Design the Component	COMMENT
LOW	.github/aw/create-shared-agentic-workflow.md	383	### Step 4: Add Documentation	COMMENT
LOW	.github/aw/update-agentic-workflow.md	186	### Step 1: Read the Current Workflow	COMMENT
LOW	.github/aw/update-agentic-workflow.md	199	### Step 2: Make Targeted Changes	COMMENT
LOW	.github/aw/update-agentic-workflow.md	223	### Step 3: Compile and Validate	COMMENT
LOW	.github/aw/update-agentic-workflow.md	237	### Step 4: Verify Changes	COMMENT
LOW	.github/aw/create-agentic-workflow.md	201	### Step 1: Parse the Issue Form	COMMENT
LOW	.github/aw/create-agentic-workflow.md	220	### Step 2: Design the Workflow Specification	COMMENT
LOW	.github/aw/create-agentic-workflow.md	252	### Step 3: Create the Workflow File	COMMENT
LOW	.github/aw/create-agentic-workflow.md	312	### Step 4: Compile the Workflow	COMMENT
LOW	.github/aw/create-agentic-workflow.md	324	### Step 5: Create a Pull Request	COMMENT
LOW	.github/workflows/code-conventions-analyzer.md	206	## Step 1: Initialize or Resume Progress (Cache Memory)	COMMENT
LOW	.github/workflows/code-conventions-analyzer.md	817	## Step 2: Update Cache Memory After Analysis	COMMENT
LOW	.github/workflows/tactic-to-simplifier.md	71	### Step 1: Collect All Tactics	COMMENT
LOW	.github/workflows/tactic-to-simplifier.md	85	### Step 2: Collect All Simplifiers	COMMENT
LOW	.github/workflows/tactic-to-simplifier.md	99	### Step 3: Compare and Find Gaps	COMMENT
LOW	.github/workflows/tactic-to-simplifier.md	110	### Step 4: Evaluate Convertibility	COMMENT
LOW	.github/workflows/tactic-to-simplifier.md	132	### Step 5: Check for Existing Issues	COMMENT
LOW	.github/workflows/tactic-to-simplifier.md	140	### Step 6: Create Issues for Convertible Tactics	COMMENT
LOW	.github/workflows/tactic-to-simplifier.md	245	### Step 7: Update Cache Memory	COMMENT
LOW	.github/workflows/smtlib-benchmark-finder.md	64	## Step 1: Load Cache and Determine Run Mode	COMMENT
LOW	.github/workflows/smtlib-benchmark-finder.md	76	## Step 2: Collect Official SMT-LIB Benchmark Sets to Exclude	COMMENT
LOW	.github/workflows/smtlib-benchmark-finder.md	164	## Step 3: Search GitHub for Community SMT-LIB Benchmark Repositories	COMMENT
LOW	.github/workflows/smtlib-benchmark-finder.md	193	## Step 4: Filter Out Official Benchmark Sets	COMMENT
LOW	.github/workflows/smtlib-benchmark-finder.md	212	## Step 5: Classify Remaining Repos	COMMENT
LOW	.github/workflows/smtlib-benchmark-finder.md	233	## Step 6: Generate the Discussion Report	COMMENT
LOW	.github/workflows/smtlib-benchmark-finder.md	315	## Step 7: Update Cache Memory	COMMENT
LOW	.github/skills/benchmark/SKILL.md	8	# Step 1: Run Z3 with statistics	COMMENT
LOW	.github/skills/benchmark/SKILL.md	27	# Step 2: Interpret the output	COMMENT
LOW	.github/skills/benchmark/SKILL.md	51	# Step 3: Compare over time	COMMENT
LOW	.github/skills/memory-safety/SKILL.md	8	# Step 1: Configure and build	COMMENT
LOW	.github/skills/memory-safety/SKILL.md	38	# Step 2: Run and collect	COMMENT
LOW	.github/skills/memory-safety/SKILL.md	60	# Step 3: Interpret results	COMMENT
LOW	.github/skills/explain/SKILL.md	8	# Step 1: Identify the output type	COMMENT
LOW	.github/skills/explain/SKILL.md	29	# Step 2: Run the explainer	COMMENT
LOW	.github/skills/explain/SKILL.md	48	# Step 3: Interpret the explanation	COMMENT
LOW	.github/skills/solve/SKILL.md	8	# Step 1: Prepare the formula	COMMENT
LOW	.github/skills/solve/SKILL.md	22	# Step 2: Run Z3	COMMENT
LOW	.github/skills/solve/SKILL.md	49	# Step 3: Interpret the output	COMMENT
LOW	.github/skills/optimize/SKILL.md	8	# Step 1: Formulate the problem	COMMENT
LOW	.github/skills/optimize/SKILL.md	34	# Step 2: Run the optimizer	COMMENT
LOW	.github/skills/optimize/SKILL.md	52	# Step 3: Interpret the output	COMMENT
LOW	.github/skills/prove/SKILL.md	8	# Step 1: Prepare the negated formula	COMMENT
LOW	.github/skills/prove/SKILL.md	30	# Step 2: Run the prover	COMMENT
LOW	.github/skills/prove/SKILL.md	58	# Step 3: Interpret the output	COMMENT
LOW	.github/skills/encode/SKILL.md	8	# Step 1: Identify the problem class	COMMENT
LOW	.github/skills/encode/SKILL.md	32	# Step 2: Generate the encoding	COMMENT
LOW	.github/skills/encode/SKILL.md	51	# Step 3: Validate the encoding	COMMENT
LOW	.github/skills/simplify/SKILL.md	8	# Step 1: Choose tactics	COMMENT
LOW	.github/skills/simplify/SKILL.md	32	# Step 2: Run simplification	COMMENT
LOW	.github/skills/simplify/SKILL.md	53	# Step 3: Interpret the output	COMMENT
LOW	.github/skills/static-analysis/SKILL.md	8	# Step 1: Run the analysis	COMMENT
LOW	.github/skills/static-analysis/SKILL.md	33	# Step 2: Interpret the output	COMMENT
LOW	.github/skills/static-analysis/SKILL.md	54	# Step 3: Review historical findings	COMMENT
10 more matches not shown…

Empty Error Handlers19 hits · 95 pts

Severity	File	Line	Snippet	Context
HIGH	scripts/ff_boolean_proof.py	579	except Exception: pass	CODE
HIGH	scripts/ff_proof_pipeline.py	480	except Exception: pass	CODE
HIGH	scripts/ff_proof_pipeline.py	472	except ProcessLookupError: pass	CODE
HIGH	scripts/ff_proof_pipeline.py	397	except ProcessLookupError: pass	CODE
HIGH	scripts/mk_unix_dist.py	276	except:	CODE
HIGH	scripts/mk_unix_dist.py	347	except:	CODE
HIGH	scripts/ff_certificate.py	399	except Invalid: pass	CODE
HIGH	scripts/find_non_defined_param_eval_patterns.py	40	except OSError:	CODE
HIGH	scripts/ff_native_alethe.py	187	except fc.Invalid:	CODE
HIGH	scripts/mk_nuget_task.py	75	except:	CODE
HIGH	scripts/mk_nuget_task.py	113	except:	CODE
HIGH	scripts/mk_nuget_task.py	119	except:	CODE
HIGH	scripts/mk_win_dist.py	240	except:	CODE
HIGH	scripts/mk_win_dist.py	282	except:	CODE
HIGH	scripts/determinism/run.py	157	except (OSError, subprocess.TimeoutExpired):	CODE
HIGH	scripts/determinism/run.py	164	except ProcessLookupError:	CODE
HIGH	scripts/determinism/run.py	185	except subprocess.TimeoutExpired:	CODE
HIGH	scripts/clang-tidy/affected.py	25	except ValueError:	CODE
HIGH	doc/mk_go_doc.py	286	except:	CODE

Cross-File Repetition14 hits · 70 pts

Severity	File	Snippet	Context
HIGH	examples/python/test_proof_to_lean_uf.py	certificate validation and lean text generation, without running lean.	STRING
HIGH	examples/python/test_proof_to_lean_uflra.py	certificate validation and lean text generation, without running lean.	STRING
HIGH	examples/python/test_proof_to_lean_lia.py	certificate validation and lean text generation, without running lean.	STRING
HIGH	examples/python/test_proof_to_lean_arith.py	certificate validation and lean text generation, without running lean.	STRING
HIGH	examples/python/test_proof_to_lean_uflia.py	certificate validation and lean text generation, without running lean.	STRING
HIGH	examples/python/test_proof_to_lean_uf.py	end-to-end through the smt core's proof object: certificate, lean reconstruction, kernel check.	STRING
HIGH	examples/python/test_proof_to_lean_lia.py	end-to-end through the smt core's proof object: certificate, lean reconstruction, kernel check.	STRING
HIGH	examples/python/test_proof_to_lean_arith.py	end-to-end through the smt core's proof object: certificate, lean reconstruction, kernel check.	STRING
HIGH	examples/python/test_proof_to_lean_uflia.py	end-to-end through the smt core's proof object: certificate, lean reconstruction, kernel check.	STRING
HIGH	examples/python/test_proof_to_lean_uf.py	end-to-end: z3 clause log, certificate, lean reconstruction, kernel check.	STRING
HIGH	examples/python/test_proof_to_lean_uflra.py	end-to-end: z3 clause log, certificate, lean reconstruction, kernel check.	STRING
HIGH	examples/python/test_proof_to_lean_lia.py	end-to-end: z3 clause log, certificate, lean reconstruction, kernel check.	STRING
HIGH	examples/python/test_proof_to_lean_arith.py	end-to-end: z3 clause log, certificate, lean reconstruction, kernel check.	STRING
HIGH	examples/python/test_proof_to_lean_uflia.py	end-to-end: z3 clause log, certificate, lean reconstruction, kernel check.	STRING

Unused Imports69 hits · 66 pts

Severity	File	Line	Context
LOW	examples/python/union_sort.py	6	CODE
LOW	examples/python/all_interval_series.py	7	CODE
LOW	examples/python/all_interval_series.py	8	CODE
LOW	examples/python/mini_ic3.py	1	CODE
LOW	examples/python/hs.py	8	CODE
LOW	examples/python/simplify_formula.py	1	CODE
LOW	examples/python/prooflogs.py	3	CODE
LOW	examples/python/bincover.py	1	CODE
LOW	examples/python/rc2.py	9	CODE
LOW	examples/python/efsmt.py	1	CODE
LOW	examples/python/test_proof_to_lean.py	10	CODE
LOW	examples/python/visitor.py	2	CODE
LOW	examples/python/visitor.py	3	CODE
LOW	examples/python/example.py	29	CODE
LOW	examples/python/socrates.py	9	CODE
LOW	examples/python/proof_certificate.py	27	CODE
LOW	examples/python/parallel.py	1	CODE
LOW	examples/python/mini_quip.py	1	CODE
LOW	examples/python/mini_quip.py	5	CODE
LOW	examples/python/trafficjam.py	1	CODE
LOW	examples/python/proofreplay.py	3	CODE
LOW	examples/python/complex/complex.py	9	CODE
LOW	examples/python/complex/complex.py	13	CODE
LOW	examples/python/hamiltonian/hamiltonian.py	8	CODE
LOW	examples/python/mus/mss.py	29	CODE
LOW	examples/python/mus/marco.py	55	CODE
LOW	scripts/mk_genfile_common.py	14	CODE
LOW	scripts/mk_unix_dist.py	21	CODE
LOW	scripts/mk_unix_dist.py	23	CODE
LOW	scripts/test_check_lp_proof.py	8	CODE
LOW	scripts/mk_consts_files.py	10	CODE
LOW	scripts/mk_nuget_task.py	11	CODE
LOW	scripts/mk_nuget_task.py	17	CODE
LOW	scripts/mk_dist_util.py	12	CODE
LOW	scripts/mk_def_file.py	12	CODE
LOW	scripts/mk_win_dist.py	17	CODE
LOW	scripts/mk_win_dist.py	18	CODE
LOW	scripts/mk_win_dist.py	18	CODE
LOW	.github/scripts/parse_sanitizer_reports.py	15	CODE
LOW	doc/mk_api_doc.py	10	CODE
LOW	src/api/python/z3/z3regex.py	19	CODE
LOW	src/api/python/z3/z3.py	47	CODE
LOW	src/api/python/z3/z3.py	48	CODE
LOW	src/api/python/z3/z3.py	49	CODE
LOW	src/api/python/z3/z3.py	50	CODE
LOW	src/api/python/z3/z3.py	59	CODE
LOW	src/api/python/z3/z3.py	60	CODE
LOW	src/api/python/z3/z3num.py	8	CODE
LOW	src/api/python/z3/z3num.py	9	CODE
LOW	src/api/python/z3/z3num.py	10	CODE
LOW	src/api/python/z3/__init__.py	1	CODE
LOW	src/api/python/z3/__init__.py	3	CODE
LOW	src/api/python/z3/__init__.py	4	CODE
LOW	src/api/python/z3/__init__.py	5	CODE
LOW	src/api/python/z3/__init__.py	6	CODE
LOW	src/api/python/z3/__init__.py	7	CODE
LOW	src/api/python/z3/__init__.py	8	CODE
LOW	src/api/python/z3/__init__.py	9	CODE
LOW	src/api/python/z3/__init__.py	12	CODE
LOW	src/api/python/z3/__init__.py	13	CODE
9 more matches not shown…

Self-Referential Comments17 hits · 48 pts

Severity	File	Line	Snippet	Context
MEDIUM	examples/python/mus/mss.py	85	# Create a name, propositional atom,	COMMENT
MEDIUM	scripts/mk_genfile_common.py	1	# This file contains code that is common to	COMMENT
MEDIUM	scripts/update_api.py	31	# This file is a big HACK.	COMMENT
MEDIUM	scripts/mk_unix_dist.py	203	# Create a build directory using CMake	COMMENT
MEDIUM	scripts/mk_win_dist.py	174	# Create a build directory using CMake	COMMENT
MEDIUM	.github/workflows/release.yml	184	# Create a test path with same length as typical setup-z3 usage	COMMENT
MEDIUM	.github/workflows/release.yml	243	# Create a test path with same length as typical setup-z3 usage	COMMENT
MEDIUM	.github/workflows/nightly.yml	173	# Create a test path with same length as typical setup-z3 usage	COMMENT
MEDIUM	.github/workflows/nightly.yml	232	# Create a test path with same length as typical setup-z3 usage	COMMENT
MEDIUM	.github/workflows/agentics-maintenance.yml	24	# This file defines the generated agentic maintenance workflow for this repository.	COMMENT
MEDIUM	.github/workflows/build-z3-cache.yml	42	# Create a cache key based on git SHA and relevant source files	COMMENT
MEDIUM	.github/workflows/nightly-validation.yml	796	# Create a test path with same length as typical setup-z3 usage	COMMENT
MEDIUM	.github/workflows/nightly-validation.yml	848	# Create a test path with same length as typical setup-z3 usage	COMMENT
MEDIUM	src/api/python/z3/z3.py	5847	# Create a field for every constructor, recognizer and accessor	COMMENT
MEDIUM	src/api/python/z3/z3.py	6480	>>> # Creating a solver for solving the second subgoal	STRING
MEDIUM	src/api/python/z3/z3util.py	20	# This function is from https://code.google.com/p/common-python-vu/source/browse/vu_common.py	COMMENT
MEDIUM	src/api/mcp/z3mcp.py	5	# Create an MCP server	COMMENT

Modern AI Meta-Vocabulary19 hits · 47 pts

Severity	File	Line	Snippet	Context
MEDIUM	.github/aw/debug-agentic-workflow.md	54	- Canonical upstream: https://raw.githubusercontent.com/githubnext/gh-aw/main/.github/aw/github-agentic-workflows.md	CODE
MEDIUM	.github/aw/update-agentic-workflow.md	27	- Canonical upstream: https://raw.githubusercontent.com/githubnext/gh-aw/main/.github/aw/github-agentic-workflows.md	CODE
MEDIUM	.github/aw/create-agentic-workflow.md	60	- Canonical upstream: https://raw.githubusercontent.com/githubnext/gh-aw/main/.github/aw/github-agentic-workflows.md	CODE
MEDIUM	.github/aw/create-agentic-workflow.md	70	- Fetch: https://githubnext.github.io/gh-aw/llms-create-agentic-workflows.txt	CODE
MEDIUM	.github/aw/github-agentic-workflows.md	1438	# Download logs for all agentic workflows	COMMENT
MEDIUM	.github/aw/github-agentic-workflows.md	1677	# Download logs for all agentic workflows	COMMENT
MEDIUM	.github/aw/upgrade-agentic-workflows.md	18	- Canonical upstream: https://raw.githubusercontent.com/githubnext/gh-aw/main/.github/aw/github-agentic-workflows.md	CODE
MEDIUM	.github/workflows/agentics-maintenance.yml	24	# This file defines the generated agentic maintenance workflow for this repository.	COMMENT
MEDIUM	.github/workflows/workflow-suggestion-agent.lock.yml	26	# Weekly agent that suggests which agentic workflow agents should be added to the Z3 repository	COMMENT
MEDIUM	.github/agents/agentic-workflows.md	38	- Configuration: `https://raw.githubusercontent.com/github/gh-aw/main/.github/aw/github-agentic-workflows.md`	CODE
MEDIUM⚡	.github/agents/agentic-workflows.md	62	Prompt file: `https://raw.githubusercontent.com/github/gh-aw/main/.github/aw/create-agentic-workflow.md`	CODE
MEDIUM⚡	.github/agents/agentic-workflows.md	72	Prompt file: `https://raw.githubusercontent.com/github/gh-aw/main/.github/aw/update-agentic-workflow.md`	CODE
MEDIUM⚡	.github/agents/agentic-workflows.md	82	Prompt file: `https://raw.githubusercontent.com/github/gh-aw/main/.github/aw/debug-agentic-workflow.md`	CODE
MEDIUM⚡	.github/agents/agentic-workflows.md	92	Prompt file: `https://raw.githubusercontent.com/github/gh-aw/main/.github/aw/upgrade-agentic-workflows.md`	CODE
MEDIUM	.github/agents/agentic-workflows.md	112	Prompt file: `https://raw.githubusercontent.com/github/gh-aw/main/.github/aw/create-shared-agentic-workflow.md`	CODE
MEDIUM	.github/agents/agentic-workflows.md	186	# Initialize repository for agentic workflows	COMMENT
MEDIUM	.github/agents/agentic-workflows.md	218	- Always reference the instructions file at `https://raw.githubusercontent.com/github/gh-aw/main/.github/aw/github-agent	CODE
MEDIUM	.github/skills/agentic-workflow-designer/SKILL.md	367	- `https://github.com/github/gh-aw/blob/main/.github/aw/syntax.md` (index → `.../syntax-core.md`, `.../syntax-agentic.md	CODE
MEDIUM	.github/skills/agentic-workflow-designer/SKILL.md	372	- `https://github.com/github/gh-aw/blob/main/.github/aw/create-agentic-workflow.md`	CODE

Excessive Try-Catch Wrapping33 hits · 42 pts

Severity	File	Line	Snippet	Context
LOW	fstar/tools/proof_rule_coverage.py	85	except Exception:	CODE
LOW	fstar/tools/proof_rule_coverage.py	90	except Exception:	CODE
LOW	fstar/tools/proof_rule_coverage.py	124	except Exception:	CODE
LOW	fstar/tools/proof_rule_coverage.py	131	except Exception:	CODE
MEDIUM	scripts/update_version.py	31	print(f"Error reading VERSION.txt: {e}")	CODE
MEDIUM	scripts/update_version.py	63	print(f"Error updating MODULE.bazel: {e}")	CODE
MEDIUM⚡	scripts/update_version.py	84	print(f"Error updating BUILD.bazel: expected one _Z3_VERSION assignment, found {count}")	CODE
MEDIUM⚡	scripts/update_version.py	92	print(f"Error updating BUILD.bazel: {e}")	CODE
MEDIUM	scripts/update_version.py	125	print(f"Error updating .github/workflows/nightly.yml: {e}")	CODE
MEDIUM	scripts/update_version.py	170	print(f"Error updating .github/workflows/nuget-build.yml: {e}")	CODE
MEDIUM	scripts/update_version.py	251	print(f"Error updating .github/workflows/release.yml: {e}")	CODE
LOW	scripts/ff_boolean_proof.py	579	except Exception: pass	CODE
LOW	scripts/ff_proof_pipeline.py	383	except Exception as error: wait_errors.append(error)	CODE
LOW	scripts/ff_proof_pipeline.py	427	except Exception:	CODE
LOW	scripts/ff_proof_pipeline.py	463	except Exception:	CODE
LOW	scripts/ff_proof_pipeline.py	480	except Exception: pass	CODE
LOW	scripts/update_api.py	1925	except Exception as e:	CODE
LOW	scripts/update_api.py	1937	except Exception as e:	CODE
LOW	scripts/update_api.py	1816	except Exception as e:	STRING
LOW	.github/workflows/smtlib-benchmark-finder.md	129	except Exception:	CODE
LOW	…thub/skills/static-analysis/scripts/static_analysis.py	132	except Exception as exc:	CODE
LOW	doc/mk_api_doc.py	472	except Exception:	CODE
LOW	doc/mk_go_doc.py	38	except Exception as e:	CODE
LOW	doc/mk_go_doc.py	143	except Exception as e:	CODE
LOW	doc/mk_go_doc.py	172	except Exception as e:	CODE
LOW	doc/mk_go_doc.py	214	except Exception as e:	CODE
LOW	doc/mk_go_doc.py	242	except Exception as e:	CODE
LOW	doc/mk_go_doc.py	282	except Exception as e:	CODE
MEDIUM	doc/mk_go_doc.py	283	print(f"Error generating godoc markdown: {e}")	CODE
LOW	doc/mk_go_doc.py	585	except Exception as e:	CODE
LOW	doc/mk_go_doc.py	645	except Exception as e:	CODE
MEDIUM	src/api/python/z3/z3.py	152	def _get_args(args):	CODE
LOW	src/api/python/z3/z3.py	174	except Exception:	CODE

Redundant / Tautological Comments14 hits · 24 pts

Severity	File	Line	Snippet	Context
LOW	examples/python/mini_ic3.py	173	# Check if the initial state is bad	COMMENT
LOW	examples/python/mini_ic3.py	233	# Check if there are two states next to each other that have the same clauses.	COMMENT
LOW⚡	examples/python/mini_ic3.py	344	# Check if the negation of cube is inductive at level f	COMMENT
LOW	examples/python/bincover.py	213	# Check if bin has already been blocked	COMMENT
LOW	examples/python/mini_quip.py	170	# Check if the initial state is bad	COMMENT
LOW	examples/python/mini_quip.py	505	# Check if the negation of cube is inductive at level f	COMMENT
LOW	examples/python/mini_quip.py	640	# Check if there are two states next to each other that have the same clauses.	COMMENT
LOW	examples/python/hamiltonian/hamiltonian.py	4	# Check if the given graph has a Hamiltonian cycle.	COMMENT
LOW	scripts/mk_win_dist.py	218	# Check if on Visual Studio command prompt	COMMENT
LOW	doc/mk_go_doc.py	575	# Check if README exists and copy it	COMMENT
LOW	doc/mk_go_doc.py	608	# Check if Go is installed	COMMENT
LOW⚡	src/api/go/add_godoc.py	33	# Check if comment already exists	COMMENT
LOW⚡	src/api/go/add_godoc.py	41	# Check if this line matches our pattern	COMMENT
LOW⚡	src/api/go/add_godoc.py	43	# Check if previous line is already a comment	COMMENT

AI Slop Vocabulary9 hits · 20 pts

Severity	File	Line	Snippet	Context
LOW⚡	examples/python/mini_ic3.py	335	# otherwise, just return the cube.	COMMENT
MEDIUM	examples/python/test_proof_certificate.py	355	# harness pins the sat.smt rejection); anything not on the allowlist	STRING
LOW	examples/python/mini_quip.py	444	# otherwise, just return the cube.	COMMENT
LOW	scripts/update_api.py	1766	# As we have no output parameters, we simply return the result	STRING
MEDIUM	src/util/mpn.cpp	54	// Essentially Knuth's Algorithm A	COMMENT
MEDIUM	src/util/mpn.cpp	79	// Essentially Knuth's Algorithm S	COMMENT
MEDIUM	src/util/mpn.cpp	99	// Essentially Knuth's Algorithm M.	COMMENT
MEDIUM	src/muz/spacer/spacer_iuc_solver.cpp	171	// XXX This might not be the most robust way to check	COMMENT
MEDIUM	src/api/dotnet/Goal.cs	203	/// <remarks>Essentially invokes the `simplify' tactic on the goal.</remarks>	COMMENT

TODO Padding4 hits · 6 pts

Severity	File	Line	Snippet	Context
LOW	src/math/realclosure/mpz_matrix.cpp	266	// TODO: implement backward substitution when int_solver == false	COMMENT
LOW	src/math/polynomial/algebraic_numbers.cpp	986	// TODO: implement version that finds i-th root without isolating all roots.	COMMENT
LOW	src/math/polynomial/polynomial.cpp	3979	// TODO: implement euclid algorithm when m_manager in Zp mode	COMMENT
LOW	src/api/js/src/high-level/high-level.ts	3317	// TODO: implement rest of Pattern	COMMENT

Slop Phrases2 hits · 3 pts

Severity	File	Line	Snippet	Context
LOW	src/ast/rewriter/der.cpp	392	// don't forget to update the quantifier patterns	COMMENT
LOW	src/qe/lite/qe_lite_tactic.cpp	406	// don't forget to update the quantifier patterns	COMMENT

Verbosity Indicators1 hit · 2 pts

Severity	File	Line	Snippet	Context
LOW	src/smt/smt_quantifier.cpp	58	// When the justification of an argument changes m_proof_is_logged is not reset => We need to check if t	COMMENT

Example Usage Blocks1 hit · 2 pts

Severity	File	Line	Snippet	Context
LOW	src/api/go/propagator.go	26	// Example usage:	COMMENT

AI Structural Patterns1 hit · 0 pts

Severity	File	Line	Snippet	Context
LOW	scripts/update_api.py	2017		CODE

Z3Prover/z3

Open-Source Code Quality, Security and Technical Debt Review