AI Slop Code RIsk Monitor

RunanywhereAI/runanywhere-sdks

Production ready toolkit to run AI locally

9.4 Moderate pattern signal View on GitHub

Maintenance and Governance Review

This report summarizes scanner evidence for RunanywhereAI/runanywhere-sdks, a C++ project with 10,314 GitHub stars. SynthScan examined 666,372 lines of code across 2632 source files, recording 3714 pattern matches distributed across 20 syntactic categories. The legacy adjusted pattern signal is 9.4 (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.

9.4
Adjusted Signal
9.4
Raw Pattern Score
100%
Time Factor
2026-10-09
Last Push
10.3K
Stars
C++
Language
666.4K
Lines of Code
2.6K
Files
3.7K
Pattern Hits
2026-10-12
Scan Date
0.02
HC Hit Rate

Risk Review · v3

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

Cognitive Ownership Risk 20.7/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 2577 finding(s).

Hallucinated Dependency & Supply Chain Risk 3.8/100 · LOW

Are imports declared and package/API names verified? 289 finding(s).

Agent Over-Engineering Ratio 22.4/100 · LOW

Are wrappers, guards, and repeated structures necessary? 1503 finding(s).

PR Review Velocity Impact 35.9/100 · MEDIUM

Which changes need focused human review? 3714 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 12HIGH 49MEDIUM 933LOW 2720

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 3714 distinct pattern matches across 20 syntactic categories. Each entry below represents a discrete location in the source code where the engine recorded a detector match to inspect in context. Expand any category row to inspect the individual file paths, line numbers, code snippets, and the lexical context (CODE, COMMENT, or STRING) in which each match was detected.

Reading the findings table: The Severity column indicates the configured finding weight (CRITICAL / HIGH / MEDIUM / LOW). The Context column identifies whether the match occurred inside executable code, an inline comment, or a string literal — legacy comment-context matches receive a ×1.5 score weight. The ⚡ bolt icon marks clustered matches: three or more patterns within a 10-line window, each receiving an additional ×1.5 density multiplier under the legacy scoring model.

Decorative Section Separators764 hits · 2493 pts
SeverityFileLineSnippetContext
MEDIUMCMakeLists.txt1# =============================================================================COMMENT
MEDIUMCMakeLists.txt3# =============================================================================COMMENT
MEDIUMCMakeLists.txt29# =============================================================================COMMENT
MEDIUMCMakeLists.txt64# =============================================================================COMMENT
MEDIUMCMakeLists.txt70# =============================================================================COMMENT
MEDIUMCMakeLists.txt175# =============================================================================COMMENT
MEDIUMCMakeLists.txt177# =============================================================================COMMENT
MEDIUMCMakeLists.txt204# =============================================================================COMMENT
MEDIUMCMakeLists.txt206# =============================================================================COMMENT
MEDIUMCMakeLists.txt226# =============================================================================COMMENT
MEDIUMCMakeLists.txt228# =============================================================================COMMENT
MEDIUMCMakeLists.txt907# =============================================================================COMMENT
MEDIUMCMakeLists.txt909# =============================================================================COMMENT
MEDIUM⚡.gitleaks.toml1# =============================================================================COMMENT
MEDIUM⚡.gitleaks.toml6# =============================================================================COMMENT
MEDIUM⚡.gitleaks.toml10# -----------------------------------------------------------------------------COMMENT
MEDIUM⚡.gitleaks.toml12# -----------------------------------------------------------------------------COMMENT
MEDIUM.gitleaks.toml43# -----------------------------------------------------------------------------COMMENT
MEDIUM.gitleaks.toml45# -----------------------------------------------------------------------------COMMENT
MEDIUMidl/codegen/bootstrap_protoc.sh4# =============================================================================COMMENT
MEDIUMidl/codegen/bootstrap_protoc.sh6# =============================================================================COMMENT
MEDIUMidl/codegen/bootstrap_protoc.sh65# =============================================================================COMMENT
MEDIUMidl/codegen/check_generated_trees.sh4# =============================================================================COMMENT
MEDIUMidl/codegen/check_generated_trees.sh6# =============================================================================COMMENT
MEDIUMidl/codegen/check_generated_trees.sh40# =============================================================================COMMENT
MEDIUM⚡idl/codegen/swift-modality-abi.yaml370 # --------------------------------------------------------------------------COMMENT
MEDIUM⚡idl/codegen/swift-modality-abi.yaml379 # --------------------------------------------------------------------------COMMENT
MEDIUM⚡idl/codegen/swift-modality-abi.yaml438 # --------------------------------------------------------------------------COMMENT
MEDIUM⚡idl/codegen/swift-modality-abi.yaml440 # --------------------------------------------------------------------------COMMENT
MEDIUMidl/codegen/swift-modality-abi.yaml11# -----------COMMENT
MEDIUMidl/codegen/swift-modality-abi.yaml90 # --------------------------------------------------------------------------COMMENT
MEDIUMidl/codegen/swift-modality-abi.yaml92 # --------------------------------------------------------------------------COMMENT
MEDIUMidl/codegen/swift-modality-abi.yaml119 # --------------------------------------------------------------------------COMMENT
MEDIUMidl/codegen/swift-modality-abi.yaml130 # --------------------------------------------------------------------------COMMENT
MEDIUMidl/codegen/swift-modality-abi.yaml132 # --------------------------------------------------------------------------COMMENT
MEDIUMidl/codegen/swift-modality-abi.yaml153 # --------------------------------------------------------------------------COMMENT
MEDIUMidl/codegen/swift-modality-abi.yaml155 # --------------------------------------------------------------------------COMMENT
MEDIUMidl/codegen/swift-modality-abi.yaml186 # --------------------------------------------------------------------------COMMENT
MEDIUMidl/codegen/swift-modality-abi.yaml188 # --------------------------------------------------------------------------COMMENT
MEDIUMidl/codegen/swift-modality-abi.yaml276 # --------------------------------------------------------------------------COMMENT
MEDIUMidl/codegen/swift-modality-abi.yaml278 # --------------------------------------------------------------------------COMMENT
MEDIUMidl/codegen/swift-modality-abi.yaml313 # --------------------------------------------------------------------------COMMENT
MEDIUMidl/codegen/swift-modality-abi.yaml315 # --------------------------------------------------------------------------COMMENT
MEDIUMidl/codegen/swift-modality-abi.yaml352 # --------------------------------------------------------------------------COMMENT
MEDIUMidl/codegen/swift-modality-abi.yaml354 # --------------------------------------------------------------------------COMMENT
MEDIUMidl/codegen/swift-modality-abi.yaml455 # --------------------------------------------------------------------------COMMENT
MEDIUMidl/codegen/swift-modality-abi.yaml462 # --------------------------------------------------------------------------COMMENT
MEDIUMidl/codegen/swift-modality-abi.yaml499 # --------------------------------------------------------------------------COMMENT
MEDIUMidl/codegen/swift-modality-abi.yaml501 # --------------------------------------------------------------------------COMMENT
MEDIUMidl/codegen/_convenience_common.py33# ---------------------------------------------------------------------------COMMENT
MEDIUMidl/codegen/_convenience_common.py35# ---------------------------------------------------------------------------COMMENT
MEDIUMidl/codegen/_convenience_common.py59# ---------------------------------------------------------------------------COMMENT
MEDIUMidl/codegen/_convenience_common.py61# ---------------------------------------------------------------------------COMMENT
MEDIUMidl/codegen/_convenience_common.py108# ---------------------------------------------------------------------------COMMENT
MEDIUMidl/codegen/_convenience_common.py111# ---------------------------------------------------------------------------COMMENT
MEDIUMidl/codegen/_convenience_common.py203# ---------------------------------------------------------------------------COMMENT
MEDIUMidl/codegen/_convenience_common.py207# ---------------------------------------------------------------------------COMMENT
MEDIUMidl/codegen/_convenience_common.py225# ---------------------------------------------------------------------------COMMENT
MEDIUMidl/codegen/_convenience_common.py227# ---------------------------------------------------------------------------COMMENT
MEDIUMidl/codegen/_convenience_common.py298# ---------------------------------------------------------------------------COMMENT
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Over-Commented Block1540 hits · 1502 pts
SeverityFileLineSnippetContext
LOWCMakeLists.txt1# =============================================================================COMMENT
LOWCMakeLists.txt21# cmake --preset android-arm64 && cmake --build --preset android-arm64COMMENT
LOWCMakeLists.txt41project(runanywhereCOMMENT
LOWCMakeLists.txt221# FetchContent tree under engines/.COMMENT
LOW.pre-commit-config.yaml61 # disk. Committed symlinks already materialize on clone for macOS/Linux;COMMENT
LOWjitpack.yml1# JitPack build configuration for RunAnywhere Kotlin SDKCOMMENT
LOWlefthook.yml1# EXAMPLE USAGE:COMMENT
LOWlefthook.yml21# parallel: trueCOMMENT
LOWlefthook.yml41# - script: "hello.go"COMMENT
LOWPackage.swift1// swift-tools-version: 6.2COMMENT
LOWPackage.swift21// 42 files. Resolving this URL by version yields ~347 errors of the formCOMMENT
LOWPackage.swift41// 2. Export `RUNANYWHERE_USE_LOCAL_NATIVES=1` so the package resolves toCOMMENT
LOWPackage.swift121 ?? ProcessInfo.processInfo.environment["HOMEBREW_PREFIX"]COMMENT
LOWPackage.swift201 ] + mlxDistributionProducts,COMMENT
LOWPackage.swift261 "CRACommons",COMMENT
LOWPackage.swift501 // Use XCFrameworks from bindings/swift/Binaries/.COMMENT
LOWPackage.swift541 // Download XCFrameworks from GitHub releasesCOMMENT
LOWidl/codegen/generate_streams.sh1#!/usr/bin/env bashCOMMENT
LOWidl/codegen/bootstrap_protoc.sh1#!/usr/bin/env bashCOMMENT
LOWidl/codegen/bootstrap_protoc.sh21# protobuf publishes prebuilt, immutable, per-platform archives on everyCOMMENT
LOWidl/codegen/bootstrap_protoc.sh41# returned without `protoc --version` agreeing with the pin. An unrecognisedCOMMENT
LOWidl/codegen/generate_dart_result_codes.py1#!/usr/bin/env python3COMMENT
LOWidl/codegen/check_generated_filenames.sh1#!/usr/bin/env bashCOMMENT
LOWidl/codegen/check_generated_trees.sh1#!/usr/bin/env bashCOMMENT
LOWidl/codegen/check_generated_trees.sh21# test of the .gitignore negations: get one wrong and a hand-written fileCOMMENT
LOWidl/codegen/generate_defaults_pool.py1#!/usr/bin/env python3COMMENT
LOWidl/codegen/generate_defaults_pool.py21# transport 24 integers would be bloat, and it would make every call site readCOMMENT
LOWidl/codegen/generate_python.sh1#!/usr/bin/env bashCOMMENT
LOWidl/codegen/generate_swift.sh1#!/usr/bin/env bashCOMMENT
LOWidl/codegen/generate_swift.sh81# Belt-and-braces: if an older toolchain or a developer invocation emitsCOMMENT
LOWidl/codegen/swift-modality-abi.yaml1# swift-modality-abi.yamlCOMMENT
LOWidl/codegen/swift-modality-abi.yaml21# Maps to ProtoStreamContext<Response>.runRequestStream.COMMENT
LOWidl/codegen/swift-modality-abi.yaml41# The optional `request` field selects between the two ABI shapes.COMMENT
LOWidl/codegen/swift-modality-abi.yaml61# written in CppBridge+ModalityProtoABI.swift; the field `custom_reason`COMMENT
LOWidl/codegen/swift-modality-abi.yaml121 # rac_structured_output_generate_stream_proto) was removed outright. ItsCOMMENT
LOWidl/codegen/swift-modality-abi.yaml361 request: RAEmbeddingsRequestCOMMENT
LOWidl/codegen/swift-modality-abi.yaml541 # that survives. The corresponding C ABI entry pointsCOMMENT
LOWidl/codegen/generate_cpp.sh1#!/usr/bin/env bashCOMMENT
LOWidl/codegen/generate_all.sh1#!/usr/bin/env bashCOMMENT
LOWidl/codegen/generate_all.sh21# and the default-pool constants) run whenever their language isCOMMENT
LOWidl/codegen/generate_all.sh141# is a function of the compiler patch level as much as of the schemas. NeitherCOMMENT
LOWidl/codegen/generate_all.sh161# directory is /opt/homebrew/bin. Prepending it unconditionally re-orders theCOMMENT
LOWidl/codegen/generate_all.sh281fi # want cppCOMMENT
LOWidl/codegen/generate_all.sh321"${RA_PYTHON}" "${SCRIPT_DIR}/generate_python_errors.py"COMMENT
LOWidl/codegen/generate_python_errors.py1#!/usr/bin/env python3COMMENT
LOWidl/codegen/_convenience_common.py1#!/usr/bin/env python3COMMENT
LOWidl/codegen/generate_kotlin.sh1#!/usr/bin/env bashCOMMENT
LOWidl/codegen/generate_kotlin.sh21COMMENT
LOWidl/codegen/generate_kotlin.sh41#COMMENT
LOWidl/codegen/generate_kotlin.sh141# NOT use it here because it would force a Java protobuf runtimeCOMMENT
LOWidl/codegen/schema_lock.sh1#!/usr/bin/env bashCOMMENT
LOWidl/codegen/schema_lock.sh21#COMMENT
LOWidl/codegen/ci-drift-check.sh1#!/usr/bin/env bashCOMMENT
LOWidl/codegen/ci-drift-check.sh21# written, and that none of them came back TRACKED. Nothing generated isCOMMENT
LOWidl/codegen/ci-drift-check.sh121 # resolves to here. generate_all.sh exports RA_PYTHON into its OWN childrenCOMMENT
LOWidl/codegen/generate_dart.sh1#!/usr/bin/env bashCOMMENT
LOWidl/codegen/generate_dart.sh81COMMENT
LOWidl/codegen/bootstrap_wire.sh1#!/usr/bin/env bashCOMMENT
LOWidl/codegen/bootstrap_wire.sh21# `wire-compiler` on PATH, then the cache, then a checksum-verified download —COMMENT
LOWidl/codegen/generate_ts_convenience.py1#!/usr/bin/env python3COMMENT
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Hyper-Verbose Identifiers650 hits · 716 pts
SeverityFileLineSnippetContext
LOWidl/codegen/generate_streams.sh77function sourceProtoFromRequestModule(reqMod) {CODE
LOWidl/codegen/_convenience_common.py375def enum_name_to_screaming_snake(name: str) -> str:CODE
LOWidl/codegen/_convenience_common.py502def zero_literal_for_required(CODE
LOWidl/codegen/generate_ts_convenience.py207def _ts_proto_function_prefix(symbol: str) -> str:CODE
LOWidl/codegen/generate_ts_convenience.py380def _emit_enum_reverse_factory(CODE
LOWidl/codegen/generate_ts_convenience.py608def _collect_message_symbols_per_file(CODE
LOWidl/codegen/generate_kotlin_convenience.py144def _emit_enum_reverse_factory(CODE
LOWidl/codegen/generate_kotlin_convenience.py179def _emit_message_defaults_factory(CODE
LOWidl/codegen/generate_swift_modality_abi.py470def render_get_with_context_method(CODE
LOWidl/codegen/generate_swift_modality_abi.py579def render_create_handle_method(CODE
LOWidl/codegen/generate_swift_modality_abi.py628def render_invoke_out_only_method(CODE
LOWidl/codegen/generate_dart_convenience.py393def _emit_enum_reverse_factory(CODE
LOWidl/codegen/generate_dart_convenience.py473def _required_zero_check_expr(field, dart_name: str, int64_used: list[bool]) -> str | None:CODE
LOWidl/codegen/generate_swift_convenience.py117def _emit_enum_reverse_factory(CODE
LOWidl/codegen/generate_swift_convenience.py162def _emit_message_defaults_factory(CODE
LOWidl/codegen/tests/test_convenience_generators.py282def _extract_validated_fields(generated: str, language: str) -> frozenset[str]:CODE
LOWidl/codegen/tests/test_convenience_generators.py323def assert_cross_language_parity(CODE
LOWcore/scripts/test_build_android_archive.py77 def test_release_version_rejects_path_or_shell_syntax(self) -> None:CODE
LOWcore/scripts/test_build_android_archive.py86 def test_archive_is_exact_and_reproducible(self) -> None:CODE
LOW⚡core/scripts/test_build_android_archive.py123 def test_rejects_private_native(self) -> None:CODE
LOW⚡core/scripts/test_build_android_archive.py131 def test_rejects_undeclared_native(self) -> None:CODE
LOW⚡core/scripts/test_build_android_archive.py139 def test_rejects_nested_or_extra_component(self) -> None:CODE
LOWcore/scripts/test_build_android_archive.py153 def test_rejects_undeclared_root_file_or_symlink(self) -> None:CODE
LOWcore/scripts/test_build_android_archive.py167 def test_rejects_symlink_non_elf_and_missing_input(self) -> None:CODE
LOWcore/scripts/android/test_download_sherpa_onnx.py82 def test_inspected_artifact_and_source_pins_are_exact(self) -> None:CODE
LOWcore/scripts/android/test_download_sherpa_onnx.py101 def test_cache_identity_covers_every_supply_chain_pin(self) -> None:CODE
LOWcore/scripts/android/test_download_sherpa_onnx.py135 def test_safe_regular_file_archive_extracts(self) -> None:CODE
LOWcore/scripts/android/test_download_sherpa_onnx.py149 def test_unsafe_archive_members_are_rejected(self) -> None:CODE
LOWcore/scripts/android/test_download_sherpa_onnx.py164 def test_symbolic_and_hard_links_are_rejected(self) -> None:CODE
LOWcore/scripts/android/test_download_sherpa_onnx.py183 def test_embedded_build_path_transform_is_exact_and_idempotent(self) -> None:CODE
LOWcore/scripts/android/test_download_sherpa_onnx.py216 def test_transform_rejects_corrupted_library(self) -> None:CODE
LOWcore/scripts/android/test_download_sherpa_onnx.py237 def test_transform_accepts_manifested_library_with_no_marker(self) -> None:CODE
LOWcore/scripts/android/test_download_sherpa_onnx.py259 def test_transform_rejects_missing_expected_marker(self) -> None:CODE
LOWcore/scripts/android/test_download_sherpa_onnx.py280 def test_unrecognized_host_path_is_rejected(self) -> None:CODE
LOWcore/scripts/android/test_download_sherpa_onnx.py292 def test_archive_digest_is_fail_closed(self) -> None:CODE
LOWcore/scripts/android/test_download_sherpa_onnx.py336 def test_library_tree_fails_when_any_library_is_under_aligned(self) -> None:CODE
LOWscripts/ci/verify_cpp_desktop_kit.py62def sherpa_plugin_entry_is_routable(archive: bytes) -> bool:CODE
LOW…pts/validation/gates/test_release_version_coherence.py80def test_unmodified_tree_passes(tmp_path):CODE
LOW…pts/validation/gates/test_release_version_coherence.py89def test_source_tag_built_from_s_version_is_rejected(tmp_path):CODE
LOW…pts/validation/gates/test_release_version_coherence.py104def test_source_tag_pinned_to_the_wrong_release_is_rejected(tmp_path):CODE
LOW…pts/validation/gates/test_release_version_coherence.py121def test_every_rn_podspec_is_covered(tmp_path):CODE
LOWbindings/react-native/example/App.tsx104function buildTimeAPIConfiguration(): APIConfiguration | null {CODE
LOW…ndings/react-native/example/src/utils/micPermission.ts13export async function requestMicrophonePermission(): Promise<boolean> {CODE
LOW…ndings/react-native/example/src/screens/ChatScreen.tsx102function usageFromGenerationResult(CODE
LOW…s/react-native/example/src/services/NpuModelCatalog.ts423export function publishNpuCatalogAcceptance(CODE
LOW…s/react-native/example/src/services/NpuModelCatalog.ts439export function isVisibleForNativeNpuCatalog(CODE
LOW…/react-native/example/src/services/APIConfiguration.ts24export function normalizeAPIConfiguration(CODE
LOW⚡…/react-native/example/src/services/APIConfiguration.ts71export function getSessionAPIConfiguration(): APIConfiguration | null {CODE
LOW⚡…/react-native/example/src/services/APIConfiguration.ts75export function setAPIConfigurationApplyHandler(CODE
LOW⚡…/react-native/example/src/services/APIConfiguration.ts84export async function applySessionAPIConfiguration(CODE
LOW…/react-native/example/src/services/APIConfiguration.ts98export async function clearSessionAPIConfiguration(): Promise<void> {CODE
LOW…ct-native/example/src/services/ModelRegistryQueries.ts17export async function listDownloadedCatalogModels(): Promise<ModelInfo[]> {CODE
LOW…dings/react-native/scripts/validate_public_packages.py133def _validate_archive_members(archive: Path, bundle: tarfile.TarFile) -> None:CODE
LOW…dings/react-native/scripts/validate_public_packages.py373def _validate_framework_plist(CODE
LOW…dings/react-native/scripts/validate_public_packages.py396def _validate_mlx_xcframework(CODE
LOW…dings/react-native/scripts/validate_public_packages.py629def _validate_public_package_license(CODE
LOW…dings/react-native/scripts/validate_public_packages.py814def _workspace_protocol_specs(CODE
LOW…dings/react-native/scripts/validate_public_packages.py891def _assert_matching_inventory(CODE
LOW…/react-native/scripts/test_validate_public_packages.py467 def test_rewrites_workspace_specs_and_bundles_exact_proto_archive(self) -> None:CODE
LOW…/react-native/scripts/test_validate_public_packages.py509 def test_accepts_exact_public_set_with_proto_and_core_headers(self) -> None:CODE
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Modern AI Meta-Vocabulary159 hits · 504 pts
SeverityFileLineSnippetContext
MEDIUMCMakeLists.txt437 # contract gate alive in both RAG modes: segmentation is unconditional,COMMENT
MEDIUMCMakeLists.txt438 # while embeddings are intentionally compiled only when RAG is enabled.COMMENT
MEDIUMidl/codegen/generate_defaults_pool.py116# Python consumes the flat C ABI for everything but RAG and has no convenienceCOMMENT
MEDIUMidl/codegen/generate_python.sh4# Generate Python protobuf bindings for the runanywhere-python SDK's native RAG binding.COMMENT
MEDIUMidl/codegen/generate_python.sh12# Only the RAG surface is bound in Python today (the rest of the SDK uses the flat C ABI), so weCOMMENT
MEDIUMidl/codegen/generate_swift.sh85# ModelRegistry, Pipeline, RAG, SDKEvents, Solutions, Storage,COMMENT
MEDIUM⚡idl/codegen/swift-modality-abi.yaml371 # RAG (extension CppBridge.RAG)COMMENT
MEDIUM⚡idl/codegen/swift-modality-abi.yaml375 # caller's isolation, never hopping the `CppBridge.RAG` actor and neverCOMMENT
MEDIUM⚡idl/codegen/swift-modality-abi.yaml377 # actor's own single-session facade (CppBridge+RAG.swift) still calls themCOMMENT
MEDIUM⚡idl/codegen/swift-modality-abi.yaml439 # RAG -- top-level free functions (not on any extension)COMMENT
MEDIUMidl/codegen/swift-modality-abi.yaml32# Used by: LLM/VLM/VAD/RAG GET-shaped state queries that already own a handle.COMMENT
MEDIUMidl/codegen/swift-modality-abi.yaml48# Used by: RAG.createPipeline.COMMENT
MEDIUMidl/codegen/swift-modality-abi.yaml73# RAG-config helper is a top-level free function, embeddings lives under aCOMMENT
MEDIUMidl/codegen/swift-modality-abi.yaml391 # Caller decides what to do with the handle (the RAG actor's facadeCOMMENT
MEDIUMidl/codegen/generate_all.sh304# Python protobuf for the RAG surface (optional — needs grpcio-tools). Soft-skipCOMMENT
MEDIUMidl/codegen/generate_all.sh316# post-processor because it reaches the C ABI directly for everything but RAG,COMMENT
MEDIUMidl/codegen/generate_python_errors.py6# The Python SDK talks to the flat C ABI for everything except RAG, so it hasCOMMENT
MEDIUMidl/codegen/generate_kotlin_convenience.py10# `validate()` scaffolding currently scattered across `RAAudioFormatExtensions.kt`,COMMENT
MEDIUMidl/codegen/generate_swift_modality_abi.py21# scaffolding (trampoline / yielder / context / runRequestStream) is canonicalCOMMENT
MEDIUMidl/codegen/generate_swift_convenience.py10# scaffolding that currently lives in per-modality *Configuration+Helpers.swiftCOMMENT
MEDIUM⚡core/CMakeLists.txt54# Only commons-local backends (RAG pipeline) declare their option here.COMMENT
MEDIUM⚡core/CMakeLists.txt57# Emscripten: RAG itself only depends on USearch + nlohmann_json (header-only)COMMENT
MEDIUM⚡core/CMakeLists.txt62# and third_party/sherpa-onnx-wasm/ (via @runanywhere/web-onnx), so RAG canCOMMENT
MEDIUM⚡core/CMakeLists.txt66# RAC_WASM_RAG_STANDALONE: the Web Docs/RAG tabCOMMENT
MEDIUM⚡core/CMakeLists.txt71# to opt the llamacpp WASM target into shipping the RAG proto-byte symbolsCOMMENT
MEDIUM⚡core/CMakeLists.txt2012# COMMONS-LOCAL BACKENDS (RAG)COMMENT
MEDIUM⚡core/CMakeLists.txt2017# engine targets — only commons-local OBJECT libraries (RAG) are folded intoCOMMENT
MEDIUM⚡core/CMakeLists.txt2021# Decouple RAG from RAC_BUILD_BACKENDS so the proto C ABI symbolsCOMMENT
MEDIUM⚡core/CMakeLists.txt2023# op_engine_backed.cpp are always resolvable inside librac_commons. RAGCOMMENT
MEDIUM⚡core/CMakeLists.txt2032 # RAG is an OBJECT library. Fold its compiled objects into rac_commonsCOMMENT
MEDIUM⚡core/CMakeLists.txt2036 # Propagate RAG's non-cyclic dependencies manually.COMMENT
MEDIUM⚡core/CMakeLists.txt2042 # Apple frameworks used by RAG (Accelerate) need explicit propagation.COMMENT
MEDIUMcore/CMakeLists.txt41# does not branch on it — RAG is folded into rac_commons independently (see below).COMMENT
MEDIUMcore/CMakeLists.txt909 # 200-400 LOC orchestration loop into one native session).COMMENT
MEDIUMcore/CMakeLists.txt971 # CUA (computer-use-agent scaffold) — profile registry, system-promptCOMMENT
MEDIUMcore/CMakeLists.txt1478 # Shared TokenUsage embedded by LLM/VLM/RAG result + metrics messages (D4).COMMENT
MEDIUMcore/CMakeLists.txt2114# RAG is folded into rac_commons regardless of RAC_BUILD_BACKENDS (see theCOMMENT
MEDIUMcore/AGENTS.md140### Platform adapter inversion of controlCOMMENT
MEDIUMcore/CLAUDE.md140### Platform adapter inversion of controlCOMMENT
MEDIUMcore/tests/CMakeLists.txt102# Header-only relay used by request-scoped VLM/RAG JNI wrappers. CoversCOMMENT
MEDIUMcore/tests/CMakeLists.txt137# CUA (computer-use-agent) scaffold: profile prompt + tool_call parse + coordCOMMENT
MEDIUMcore/tests/CMakeLists.txt788# RAG symbols are folded into rac_commons only when the RAG OBJECT target isCOMMENT
MEDIUMcore/tests/CMakeLists.txt791 # Direct ctest for the GraphScheduler-driven RAG pipelineCOMMENT
MEDIUMcore/tests/CMakeLists.txt833# End-to-end RAG test with real models (ONNX embeddings + GGUF LLM). SKIPsCOMMENT
MEDIUMcore/tests/CMakeLists.txt835# RAG, llamacpp and onnx backends are all built.COMMENT
MEDIUM⚡core/tests/CMakeLists.txt969# Exercises VLM, embeddings, RAG, LoRA, and diffusion service boundaries overCOMMENT
MEDIUM⚡core/tests/CMakeLists.txt970# serialized generated protos. RAG symbols are folded into rac_commons only whenCOMMENT
MEDIUM⚡core/tests/CMakeLists.txt971# the RAG object target is enabled, so keep this focused test behind that gate.COMMENT
MEDIUM⚡core/tests/CMakeLists.txt1537# RAG Pipeline Tests (GoogleTest)COMMENT
MEDIUM⚡core/tests/CMakeLists.txt1545 # so the RAG and benchmark suites below agree on a single tag (previouslyCOMMENT
MEDIUM⚡core/tests/CMakeLists.txt1635# RAG-test block above share a single FetchContent declaration. (FetchContentCOMMENT
MEDIUMcore/docs/ARCHITECTURE.md229│ │ │ └── rac_voice_agent.h # STT+LLM+TTS+VAD orchestrationCODE
MEDIUMcore/docs/ARCHITECTURE.md257│ │ ├── voice_agent/ # Voice agent orchestrationCODE
MEDIUMcore/docs/md/swift.md112## RAGCOMMENT
MEDIUMcore/docs/md/kotlin.md113## RAGCOMMENT
MEDIUMcore/docs/md/react-native.md92## RAGCOMMENT
MEDIUMcore/docs/md/flutter.md106## RAGCOMMENT
MEDIUMcore/docs/md/web.md98## RAGCOMMENT
MEDIUMcore/docs/reference/subsystems.md58## RAG (`src/features/rag/`)COMMENT
MEDIUMcore/docs/reference/subsystems.md70### Design rules for RAG work (do not relitigate)COMMENT
99 more matches not shown…
Unused Imports243 hits · 192 pts
SeverityFileLineSnippetContext
LOWidl/codegen/generate_dart_result_codes.py28CODE
LOWidl/codegen/generate_defaults_pool.py35CODE
LOWidl/codegen/generate_python_errors.py23CODE
LOWidl/codegen/_convenience_common.py21CODE
LOWidl/codegen/generate_ts_convenience.py42CODE
LOWidl/codegen/generate_kotlin_convenience.py45CODE
LOWidl/codegen/generate_cpp_defaults.py31CODE
LOWidl/codegen/generate_swift_modality_abi.py32CODE
LOWidl/codegen/generate_dart_convenience.py29CODE
LOWidl/codegen/generate_swift_convenience.py39CODE
LOWidl/codegen/tests/test_convenience_generators.py51CODE
LOWidl/codegen/tests/test_convenience_generators.py55CODE
LOWidl/codegen/tests/test_convenience_generators.py121CODE
LOWcore/scripts/test_build_android_archive.py4CODE
LOWcore/scripts/android/test_download_sherpa_onnx.py4CODE
LOWscripts/ci/verify_cpp_desktop_kit.py18CODE
LOWscripts/ci/check_agent_skills.py27CODE
LOWscripts/release/rewrite_npm_package.py10CODE
LOWscripts/release/prepublish_check.py33CODE
LOWscripts/release/prepublish_check.py38CODE
LOWscripts/validation/gates/check_plugin_natives.py91CODE
LOWscripts/validation/e2e/validate_seven_lane_evidence.py8CODE
LOW…dings/react-native/scripts/validate_public_packages.py4CODE
LOW…/react-native/scripts/test_validate_public_packages.py4CODE
LOWbindings/python/example/chat.py2CODE
LOWbindings/python/example/rag.py2CODE
LOWbindings/python/example/_env.py8CODE
LOWbindings/python/tests/conftest.py16CODE
LOWbindings/python/tests/test_download.py2CODE
LOWbindings/python/tests/test_parity_fixes.py6CODE
LOWbindings/python/tests/test_catalog.py3CODE
LOWbindings/python/tests/test_namespaces.py3CODE
LOWbindings/python/tests/test_llm.py3CODE
LOWbindings/python/tests/test_llm_stream_proto.py3CODE
LOWbindings/python/tests/test_options_results.py3CODE
LOWbindings/python/tests/test_errors.py3CODE
LOWbindings/python/tests/test_audio.py3CODE
LOWbindings/python/tests/test_package_import.py10CODE
LOWbindings/python/tests/test_runtime.py7CODE
LOWbindings/python/tests/test_streaming.py3CODE
LOWbindings/python/tests/test_smoke.py14CODE
LOWbindings/python/tests/test_structured.py2CODE
LOWbindings/python/tests/test_server.py8CODE
LOWbindings/python/tests/test_thinking.py3CODE
LOWbindings/python/tests/test_events.py2CODE
LOWbindings/python/tests/fake_core.py8CODE
LOWbindings/python/tests/test_cli.py7CODE
LOWbindings/python/tests/test_rag.py7CODE
LOWbindings/python/tests/test_generation.py3CODE
LOWbindings/python/tests/test_download_network.py10CODE
LOWbindings/python/tests/test_download_network.py13CODE
LOWbindings/python/_build/ra_build_backend.py46CODE
LOWbindings/python/_build/ra_build_backend.py95CODE
LOWbindings/python/_build/ra_build_backend.py99CODE
LOWbindings/python/scripts/validate_public_packages.py24CODE
LOWbindings/python/scripts/bundle_native.py24CODE
LOW…ndings/python/scripts/test_validate_public_packages.py13CODE
LOWbindings/python/runanywhere/catalog.py28CODE
LOWbindings/python/runanywhere/options.py8CODE
LOWbindings/python/runanywhere/_handles.py8CODE
183 more matches not shown…
Hallucination Indicators12 hits · 155 pts
SeverityFileLineSnippetContext
CRITICAL…m/runanywhere/sdk/httptransport/OkHttpHttpTransport.kt153 val rc = com.runanywhere.sdk.native.bridge.RunAnywhereBridge.racHttpTransportRegisterOkHttp()CODE
CRITICAL…m/runanywhere/sdk/httptransport/OkHttpHttpTransport.kt181 com.runanywhere.sdk.native.bridge.RunAnywhereBridge.racHttpTransportUnregisterOkHttp()CODE
CRITICAL…com/runanywhere/sdk/native/bridge/RunAnywhereBridge.kt560 // LlamaCPP: com.runanywhere.sdk.llm.llamacpp.LlamaCPPBridge.nativeRegister()COMMENT
CRITICAL…com/runanywhere/sdk/native/bridge/RunAnywhereBridge.kt563 // ONNX: com.runanywhere.sdk.core.onnx.ONNXBridge.nativeRegister()COMMENT
CRITICAL⚡…anywhere/sdk/public/extensions/LLM/ToolCallingTypes.kt97fun ai.runanywhere.proto.v1.ToolValue.Companion.string(v: String): RAToolValue = RAToolValue(string_value = v)CODE
CRITICAL⚡…anywhere/sdk/public/extensions/LLM/ToolCallingTypes.kt100fun ai.runanywhere.proto.v1.ToolValue.Companion.int(v: Int): RAToolValue =CODE
CRITICAL⚡…anywhere/sdk/public/extensions/LLM/ToolCallingTypes.kt104fun ai.runanywhere.proto.v1.ToolValue.Companion.double(v: Double): RAToolValue =CODE
CRITICAL⚡…anywhere/sdk/public/extensions/LLM/ToolCallingTypes.kt108fun ai.runanywhere.proto.v1.ToolValue.Companion.bool(v: Boolean): RAToolValue =CODE
CRITICAL⚡…anywhere/sdk/public/extensions/LLM/ToolCallingTypes.kt115fun ai.runanywhere.proto.v1.ToolValue.Companion.array(values: List<RAToolValue>): RAToolValue =CODE
CRITICAL…anywhere/sdk/public/extensions/LLM/ToolCallingTypes.kt191fun ai.runanywhere.proto.v1.ToolValue.Companion.parseObjectJSON(CODE
CRITICAL…anywhere/sdk/public/extensions/LLM/ToolCallingTypes.kt218fun ai.runanywhere.proto.v1.ToolValue.Companion.jsonString(CODE
CRITICAL…java/io/flutter/plugins/GeneratedPluginRegistrant.java19 flutterEngine.getPlugins().add(new com.mr.flutter.plugin.filepicker.FilePickerPlugin());CODE
Structural Annotation Overuse60 hits · 114 pts
SeverityFileLineSnippetContext
LOW⚡core/src/features/voice_agent/voice_agent.cpp200 // Step 1: Initialize VAD (mirrors Swift's initializeVAD)COMMENT
LOW⚡core/src/features/voice_agent/voice_agent.cpp207 // Step 2: Initialize STT model (mirrors Swift's initializeSTTModel)COMMENT
LOWcore/src/features/voice_agent/voice_agent.cpp218 // Step 3: Initialize LLM model (mirrors Swift's initializeLLMModel)COMMENT
LOWcore/src/features/voice_agent/voice_agent.cpp229 // Step 4: Initialize TTS (mirrors Swift's initializeTTSVoice)COMMENT
LOWcore/src/lifecycle/sdk_init.cpp550 // Step 1: Validate inputs. Staging/production require API key + URL.COMMENT
LOWcore/src/lifecycle/sdk_init.cpp569 // Step 2: Initialize SDK state (environment + cached api_key + base_url +COMMENT
LOW⚡core/src/lifecycle/sdk_init.cpp650 // Step 1: Authenticate through the registered platform HTTP transport.COMMENT
LOW⚡core/src/lifecycle/sdk_init.cpp660 // Step 2: Register device + fetch assignments only on the JWT path.COMMENT
LOWcore/src/lifecycle/sdk_init.cpp675 // Step 3: Fetch model assignments (cached). force_refresh_assignmentsCOMMENT
LOW⚡core/src/lifecycle/sdk_init.cpp692 // Step 4: Flush telemetry via the sink registered by the SDK.COMMENT
LOW⚡core/src/lifecycle/sdk_init.cpp700 // Step 5: Reconcile registry rows with downloaded/local files.COMMENT
LOW⚡core/src/infrastructure/device/rac_device_manager.cpp187 // Step 2: Get device IDCOMMENT
LOW⚡core/src/infrastructure/device/rac_device_manager.cpp196 // Step 3: Get device infoCOMMENT
LOW⚡core/src/infrastructure/device/rac_device_manager.cpp203 // Step 4: Build registration requestCOMMENT
LOW⚡core/src/infrastructure/device/rac_device_manager.cpp236 // Step 7: The register endpoint always requires the SDK bearer token.COMMENT
LOW⚡core/src/infrastructure/device/rac_device_manager.cpp240 // Step 8: Make HTTP request via callbackCOMMENT
LOW⚡core/src/infrastructure/device/rac_device_manager.cpp248 // Step 9: Handle responseCOMMENT
LOW⚡core/src/infrastructure/device/rac_device_manager.cpp270 // Step 10: Mark as registered (server placeholder, if any, is now upgraded)COMMENT
LOW⚡core/src/infrastructure/device/rac_device_manager.cpp274 // Step 11: Emit success eventCOMMENT
LOWcore/src/infrastructure/device/rac_device_manager.cpp155 // Step 1: Check if already registeredCOMMENT
LOWcore/src/infrastructure/device/rac_device_manager.cpp214 // Step 5: Serialize to JSONCOMMENT
LOWcore/src/infrastructure/device/rac_device_manager.cpp225 // Step 6: Get endpointCOMMENT
LOW⚡…re/src/infrastructure/model_management/model_types.cpp974 // Step 1: strip URL query string and fragment (Swift's URL parser doesCOMMENT
LOW⚡…re/src/infrastructure/model_management/model_types.cpp982 // Step 2: take the trailing path component. If the URL ends in a slashCOMMENT
LOW…re/src/infrastructure/model_management/model_types.cpp1001 // Step 3: iteratively strip known extensions (case-insensitive). SameCOMMENT
LOW…re/src/infrastructure/model_management/model_types.cpp1023 // Step 4: copy with strict bounds — never silently truncate.COMMENT
LOW…astructure/model_management/model_registry_refresh.cpp75 // Step 1: capacity probe.COMMENT
LOW…astructure/model_management/model_registry_refresh.cpp90 // Step 2: allocate and fetch. Use a small headroom in case the directoryCOMMENT
LOW.claude/commands/run_and_fix_lints.md317### Step 1: SetupCOMMENT
LOW⚡.claude/commands/run_and_fix_lints.md337### Step 2: Launch Detection AgentCOMMENT
LOW⚡.claude/commands/run_and_fix_lints.md345### Step 3: Launch Execution AgentCOMMENT
LOW⚡.claude/commands/run_and_fix_lints.md354### Step 4: Launch Report AgentCOMMENT
LOW⚡.claude/commands/run_and_fix_lints.md363### Step 5: Launch Fix Agents (Parallel)COMMENT
LOW⚡.claude/commands/run_and_fix_lints.md372### Step 6: Verification LoopCOMMENT
LOW.claude/commands/run_and_fix_lints.md386### Step 7: Final Report UpdateCOMMENT
LOW⚡…/react-native/packages/core/cpp/bridges/InitBridge.cpp1695 // Step 1: Register platform adapter FIRSTCOMMENT
LOW⚡…/react-native/packages/core/cpp/bridges/InitBridge.cpp1702 // Step 2: Configure logging based on environmentCOMMENT
LOW⚡…/react-native/packages/core/cpp/bridges/InitBridge.cpp1709 // Step 3: Initialize RACommons using rac_initCOMMENT
LOW…/react-native/packages/core/cpp/bridges/InitBridge.cpp1727 // Step 4: Build the canonical Phase 1 proto envelope.COMMENT
LOW…/react-native/packages/core/cpp/bridges/InitBridge.cpp1739 // Step 5: Phase 1 proto is the canonical commons owner for SDK state.COMMENT
LOW…le/lib/features/settings/tool_settings_view_model.dart239 // Step 1: Geocode the locationCOMMENT
LOW…le/lib/features/settings/tool_settings_view_model.dart264 // Step 2: Fetch weather for coordinatesCOMMENT
LOW⚡…utter/packages/runanywhere/lib/native/dart_bridge.dart169 // Step 1: Load native libraryCOMMENT
LOW⚡…utter/packages/runanywhere/lib/native/dart_bridge.dart174 // Step 2: Register platform adapter FIRST (file ops, logging, keychain)COMMENT
LOW⚡…utter/packages/runanywhere/lib/native/dart_bridge.dart180 // Step 3: Configure C++ logging levelCOMMENT
LOW⚡…utter/packages/runanywhere/lib/native/dart_bridge.dart185 // Step 4: Initialize SDK with configuration (Phase 1 proto-based path)COMMENT
LOW⚡…utter/packages/runanywhere/lib/native/dart_bridge.dart209 // Step 5: Register events callback (analytics routing)COMMENT
LOW⚡…utter/packages/runanywhere/lib/native/dart_bridge.dart214 // Step 6: Initialize telemetry manager (sync part)COMMENT
LOW⚡…utter/packages/runanywhere/lib/native/dart_bridge.dart220 // Step 7: Register device callbacksCOMMENT
LOW⚡…utter/packages/runanywhere/lib/native/dart_bridge.dart225 // Step 8: Register file manager I/O callbacksCOMMENT
LOW⚡…utter/packages/runanywhere/lib/native/dart_bridge.dart229 // Step 9: Wire global model registry before any registerModel() calls.COMMENT
LOW⚡…utter/packages/runanywhere/lib/native/dart_bridge.dart310 // Step 3: Install auth secure storage now that platform async caches areCOMMENT
LOW⚡…utter/packages/runanywhere/lib/native/dart_bridge.dart319 // Step 4: Drive the canonical Phase 2 step-list inside commons. HTTP andCOMMENT
LOW…utter/packages/runanywhere/lib/native/dart_bridge.dart279 // Step 1: HTTP transport — configure C++ HTTP layer BEFORE phase2 so thatCOMMENT
LOW…utter/packages/runanywhere/lib/native/dart_bridge.dart296 // Step 2: Register platform-owned async callbacks before commons Phase 2.COMMENT
LOW…/Sources/RunAnywhere/Foundation/Bridge/CppBridge.swift168 // Step 1: Platform adapter FIRST (logging, file ops, keychain)COMMENT
LOW⚡…/Sources/RunAnywhere/Foundation/Bridge/CppBridge.swift190 // Step 2: Telemetry manager (builds JSON, calls HTTP callback).COMMENT
LOW⚡…/Sources/RunAnywhere/Foundation/Bridge/CppBridge.swift196 // Step 3: Attach the telemetry manager as the C++ router's telemetry sink.COMMENT
LOW⚡…/Sources/RunAnywhere/Foundation/Bridge/CppBridge.swift203 // Step 4: Device registration callbacksCOMMENT
LOW…ngs/swift/Sources/RunAnywhere/Public/RunAnywhere.swift439 // Step 1: configure the Swift HTTP adapter used by callback-basedCOMMENT
Verbosity Indicators53 hits · 101 pts
SeverityFileLineSnippetContext
LOW⚡core/src/features/voice_agent/voice_agent.cpp200 // Step 1: Initialize VAD (mirrors Swift's initializeVAD)COMMENT
LOW⚡core/src/features/voice_agent/voice_agent.cpp207 // Step 2: Initialize STT model (mirrors Swift's initializeSTTModel)COMMENT
LOWcore/src/features/voice_agent/voice_agent.cpp218 // Step 3: Initialize LLM model (mirrors Swift's initializeLLMModel)COMMENT
LOWcore/src/features/voice_agent/voice_agent.cpp229 // Step 4: Initialize TTS (mirrors Swift's initializeTTSVoice)COMMENT
LOWcore/src/lifecycle/sdk_init.cpp550 // Step 1: Validate inputs. Staging/production require API key + URL.COMMENT
LOWcore/src/lifecycle/sdk_init.cpp569 // Step 2: Initialize SDK state (environment + cached api_key + base_url +COMMENT
LOW⚡core/src/lifecycle/sdk_init.cpp650 // Step 1: Authenticate through the registered platform HTTP transport.COMMENT
LOW⚡core/src/lifecycle/sdk_init.cpp660 // Step 2: Register device + fetch assignments only on the JWT path.COMMENT
LOWcore/src/lifecycle/sdk_init.cpp675 // Step 3: Fetch model assignments (cached). force_refresh_assignmentsCOMMENT
LOW⚡core/src/lifecycle/sdk_init.cpp692 // Step 4: Flush telemetry via the sink registered by the SDK.COMMENT
LOW⚡core/src/lifecycle/sdk_init.cpp700 // Step 5: Reconcile registry rows with downloaded/local files.COMMENT
LOW⚡core/src/infrastructure/device/rac_device_manager.cpp187 // Step 2: Get device IDCOMMENT
LOW⚡core/src/infrastructure/device/rac_device_manager.cpp196 // Step 3: Get device infoCOMMENT
LOW⚡core/src/infrastructure/device/rac_device_manager.cpp203 // Step 4: Build registration requestCOMMENT
LOW⚡core/src/infrastructure/device/rac_device_manager.cpp236 // Step 7: The register endpoint always requires the SDK bearer token.COMMENT
LOW⚡core/src/infrastructure/device/rac_device_manager.cpp240 // Step 8: Make HTTP request via callbackCOMMENT
LOW⚡core/src/infrastructure/device/rac_device_manager.cpp248 // Step 9: Handle responseCOMMENT
LOW⚡core/src/infrastructure/device/rac_device_manager.cpp270 // Step 10: Mark as registered (server placeholder, if any, is now upgraded)COMMENT
LOW⚡core/src/infrastructure/device/rac_device_manager.cpp274 // Step 11: Emit success eventCOMMENT
LOWcore/src/infrastructure/device/rac_device_manager.cpp155 // Step 1: Check if already registeredCOMMENT
LOWcore/src/infrastructure/device/rac_device_manager.cpp214 // Step 5: Serialize to JSONCOMMENT
LOWcore/src/infrastructure/device/rac_device_manager.cpp225 // Step 6: Get endpointCOMMENT
LOW⚡…re/src/infrastructure/model_management/model_types.cpp974 // Step 1: strip URL query string and fragment (Swift's URL parser doesCOMMENT
LOW⚡…re/src/infrastructure/model_management/model_types.cpp982 // Step 2: take the trailing path component. If the URL ends in a slashCOMMENT
LOW…re/src/infrastructure/model_management/model_types.cpp1001 // Step 3: iteratively strip known extensions (case-insensitive). SameCOMMENT
LOW…re/src/infrastructure/model_management/model_types.cpp1023 // Step 4: copy with strict bounds — never silently truncate.COMMENT
LOW…astructure/model_management/model_registry_refresh.cpp75 // Step 1: capacity probe.COMMENT
LOW…astructure/model_management/model_registry_refresh.cpp90 // Step 2: allocate and fetch. Use a small headroom in case the directoryCOMMENT
LOW⚡…/react-native/packages/core/cpp/bridges/InitBridge.cpp1695 // Step 1: Register platform adapter FIRSTCOMMENT
LOW⚡…/react-native/packages/core/cpp/bridges/InitBridge.cpp1702 // Step 2: Configure logging based on environmentCOMMENT
LOW⚡…/react-native/packages/core/cpp/bridges/InitBridge.cpp1709 // Step 3: Initialize RACommons using rac_initCOMMENT
LOW…/react-native/packages/core/cpp/bridges/InitBridge.cpp1727 // Step 4: Build the canonical Phase 1 proto envelope.COMMENT
LOW…/react-native/packages/core/cpp/bridges/InitBridge.cpp1739 // Step 5: Phase 1 proto is the canonical commons owner for SDK state.COMMENT
LOW…le/lib/features/settings/tool_settings_view_model.dart239 // Step 1: Geocode the locationCOMMENT
LOW…le/lib/features/settings/tool_settings_view_model.dart264 // Step 2: Fetch weather for coordinatesCOMMENT
LOW⚡…utter/packages/runanywhere/lib/native/dart_bridge.dart169 // Step 1: Load native libraryCOMMENT
LOW⚡…utter/packages/runanywhere/lib/native/dart_bridge.dart174 // Step 2: Register platform adapter FIRST (file ops, logging, keychain)COMMENT
LOW⚡…utter/packages/runanywhere/lib/native/dart_bridge.dart180 // Step 3: Configure C++ logging levelCOMMENT
LOW⚡…utter/packages/runanywhere/lib/native/dart_bridge.dart185 // Step 4: Initialize SDK with configuration (Phase 1 proto-based path)COMMENT
LOW⚡…utter/packages/runanywhere/lib/native/dart_bridge.dart209 // Step 5: Register events callback (analytics routing)COMMENT
LOW⚡…utter/packages/runanywhere/lib/native/dart_bridge.dart214 // Step 6: Initialize telemetry manager (sync part)COMMENT
LOW⚡…utter/packages/runanywhere/lib/native/dart_bridge.dart220 // Step 7: Register device callbacksCOMMENT
LOW⚡…utter/packages/runanywhere/lib/native/dart_bridge.dart225 // Step 8: Register file manager I/O callbacksCOMMENT
LOW⚡…utter/packages/runanywhere/lib/native/dart_bridge.dart229 // Step 9: Wire global model registry before any registerModel() calls.COMMENT
LOW⚡…utter/packages/runanywhere/lib/native/dart_bridge.dart310 // Step 3: Install auth secure storage now that platform async caches areCOMMENT
LOW⚡…utter/packages/runanywhere/lib/native/dart_bridge.dart319 // Step 4: Drive the canonical Phase 2 step-list inside commons. HTTP andCOMMENT
LOW…utter/packages/runanywhere/lib/native/dart_bridge.dart279 // Step 1: HTTP transport — configure C++ HTTP layer BEFORE phase2 so thatCOMMENT
LOW…utter/packages/runanywhere/lib/native/dart_bridge.dart296 // Step 2: Register platform-owned async callbacks before commons Phase 2.COMMENT
LOW…/Sources/RunAnywhere/Foundation/Bridge/CppBridge.swift168 // Step 1: Platform adapter FIRST (logging, file ops, keychain)COMMENT
LOW⚡…/Sources/RunAnywhere/Foundation/Bridge/CppBridge.swift190 // Step 2: Telemetry manager (builds JSON, calls HTTP callback).COMMENT
LOW⚡…/Sources/RunAnywhere/Foundation/Bridge/CppBridge.swift196 // Step 3: Attach the telemetry manager as the C++ router's telemetry sink.COMMENT
LOW⚡…/Sources/RunAnywhere/Foundation/Bridge/CppBridge.swift203 // Step 4: Device registration callbacksCOMMENT
LOW…ngs/swift/Sources/RunAnywhere/Public/RunAnywhere.swift439 // Step 1: configure the Swift HTTP adapter used by callback-basedCOMMENT
Empty Error Handlers20 hits · 100 pts
SeverityFileLineSnippetContext
HIGHidl/codegen/_convenience_common.py259except OSError:CODE
HIGHidl/codegen/generate_ts_convenience.py815except OSError:CODE
HIGHidl/codegen/generate_dart_convenience.py687except OSError:CODE
HIGHbindings/python/tests/test_audio.py91except SDKException:CODE
HIGHbindings/python/_build/ra_build_backend.py143except OSError:CODE
HIGHbindings/python/runanywhere/_handles.py71except RuntimeError:CODE
HIGHbindings/python/runanywhere/_handles.py117except Exception: # noqa: BLE001CODE
HIGHbindings/python/runanywhere/download.py59except OSError:CODE
HIGHbindings/python/runanywhere/download.py515except OSError:CODE
HIGHbindings/python/runanywhere/download.py142except OSError:CODE
HIGHbindings/python/runanywhere/download.py197except Exception:CODE
HIGHbindings/python/runanywhere/_streaming.py67except Exception: # noqa: BLE001 — teardown must not raiseCODE
HIGHbindings/python/runanywhere/inputs.py217except OSError:CODE
HIGHbindings/python/runanywhere/server/app.py409except OSError:CODE
HIGHbindings/python/runanywhere/server/app.py338except Exception: # noqa: BLE001 — best-effort cleanupCODE
HIGHbindings/python/runanywhere/cli/handlers.py88except Exception: # noqa: BLE001 — memory info is best-effort metadataCODE
HIGHbindings/python/runanywhere/cli/handlers.py311except OSError:CODE
HIGHbindings/python/runanywhere/api/vad.py162except Exception: # noqa: BLE001CODE
HIGHbindings/python/runanywhere/api/vad.py157except Exception: # noqa: BLE001CODE
HIGHbindings/python/runanywhere/_native/__init__.py64except (OSError, AttributeError):CODE
Cross-Language Confusion14 hits · 80 pts
SeverityFileLineSnippetContext
HIGHidl/codegen/generate_ts_convenience.py410 lines.append(" return undefined;")CODE
HIGHidl/codegen/generate_ts_convenience.py469 # safely omit (TS treats absent as undefined).COMMENT
HIGHidl/codegen/generate_dart_convenience.py418 lines.append(" return null;")CODE
HIGHidl/codegen/generate_dart_convenience.py434 skipped (Dart returns the empty list, never null)."""STRING
HIGHscripts/validation/gates/check_plugin_natives.py32That is what this script measures: defined OR undefined, either counts, becauseSTRING
HIGHscripts/validation/gates/check_plugin_natives.py199# the real evidence is a DEFINED (not undefined) symbol in the backend file.COMMENT
HIGH…dings/react-native/scripts/validate_public_packages.py317 "undefined": undefined,CODE
HIGH⚡bindings/python/tests/test_generation.py147 assert stops.push("hello E") == "hello"CODE
HIGH⚡bindings/python/tests/test_generation.py148 assert stops.push("N") == " " # the space can no longer be part of "END"CODE
HIGH⚡bindings/python/tests/test_generation.py149 assert stops.push("D tail") == ""CODE
HIGH⚡bindings/python/tests/test_generation.py156 assert stops.push("abcE") == "ab"CODE
HIGHbindings/python/runanywhere/_generation.py180 emit = self.stops.push(text)CODE
HIGHbindings/python/runanywhere/_generation.py252 for event in acc.push(_as_delta(item)):CODE
HIGHbindings/python/runanywhere/_generation.py298 for event in acc.push(_as_delta(item)):CODE
Magic Placeholder Names15 hits · 78 pts
SeverityFileLineSnippetContext
HIGHbindings/react-native/README.md82 apiKey: '<YOUR_API_KEY>',CODE
HIGHbindings/react-native/README.md82 apiKey: '<YOUR_API_KEY>',CODE
HIGHbindings/react-native/Docs/Documentation.md23 apiKey: 'your-api-key',CODE
HIGH…/packages/core/tests/unit/NetworkConfiguration.test.ts9 expect(isUsableCredential('YOUR_API_KEY')).toBe(false);CODE
HIGH…ages/core/src/services/Network/NetworkConfiguration.ts21/** Reject empty values and template strings such as `YOUR_API_KEY`. */COMMENT
HIGHbindings/flutter/README.md120 apiKey: '<YOUR_API_KEY>',CODE
HIGHbindings/flutter/README.md120 apiKey: '<YOUR_API_KEY>',CODE
HIGHbindings/flutter/docs/Documentation.md112 apiKey: '<YOUR_API_KEY>',CODE
HIGHbindings/flutter/docs/Documentation.md112 apiKey: '<YOUR_API_KEY>',CODE
HIGHbindings/swift/README.md79 apiKey: "<YOUR_API_KEY>",CODE
HIGHbindings/swift/README.md79 apiKey: "<YOUR_API_KEY>",CODE
HIGHbindings/swift/Sources/ONNXRuntime/README.md40 apiKey: "<YOUR_API_KEY>",CODE
HIGHbindings/swift/Sources/ONNXRuntime/README.md40 apiKey: "<YOUR_API_KEY>",CODE
HIGHbindings/swift/Sources/LlamaCPPRuntime/README.md40 apiKey: "<YOUR_API_KEY>",CODE
HIGHbindings/swift/Sources/LlamaCPPRuntime/README.md40 apiKey: "<YOUR_API_KEY>",CODE
Deep Nesting61 hits · 60 pts
SeverityFileLineSnippetContext
LOWidl/codegen/generate_dart_result_codes.py100CODE
LOWidl/codegen/generate_defaults_pool.py129CODE
LOWidl/codegen/generate_python_errors.py52CODE
LOWidl/codegen/_convenience_common.py129CODE
LOWidl/codegen/_convenience_common.py179CODE
LOWidl/codegen/_convenience_common.py306CODE
LOWidl/codegen/_convenience_common.py469CODE
LOWidl/codegen/generate_ts_convenience.py120CODE
LOWidl/codegen/generate_ts_convenience.py166CODE
LOWidl/codegen/generate_ts_convenience.py490CODE
LOWidl/codegen/generate_kotlin_convenience.py214CODE
LOWidl/codegen/generate_kotlin_convenience.py339CODE
LOWidl/codegen/generate_cpp_defaults.py65CODE
LOWidl/codegen/generate_swift_modality_abi.py224CODE
LOWidl/codegen/generate_dart_convenience.py116CODE
LOWidl/codegen/generate_dart_convenience.py166CODE
LOWidl/codegen/generate_dart_convenience.py499CODE
LOWidl/codegen/generate_dart_convenience.py662CODE
LOWidl/codegen/generate_swift_convenience.py201CODE
LOWidl/codegen/generate_swift_convenience.py350CODE
LOWidl/codegen/tests/test_convenience_generators.py416CODE
LOWcore/scripts/android/test_download_sherpa_onnx.py149CODE
LOWcore/scripts/android/test_download_sherpa_onnx.py164CODE
LOWscripts/ci/verify_cpp_desktop_kit.py26CODE
LOWscripts/ci/verify_cpp_desktop_kit.py71CODE
LOWscripts/release/gen_api_changes_audit.py89CODE
LOWscripts/release/rewrite_npm_package.py59CODE
LOWscripts/release/rewrite_npm_package.py104CODE
LOWscripts/release/rewrite_npm_package.py183CODE
LOWscripts/release/prepublish_check.py166CODE
LOWscripts/release/prepublish_check.py188CODE
LOWscripts/release/prepublish_check.py263CODE
LOWscripts/release/prepublish_check.py314CODE
LOWscripts/validation/gates/check_plugin_natives.py317CODE
LOWscripts/validation/gates/check_plugin_natives.py363CODE
LOWscripts/validation/e2e/validate_seven_lane_evidence.py181CODE
LOWscripts/validation/e2e/validate_seven_lane_evidence.py290CODE
LOW…dings/react-native/scripts/validate_public_packages.py226CODE
LOW…dings/react-native/scripts/validate_public_packages.py396CODE
LOW…/react-native/scripts/test_validate_public_packages.py174CODE
LOW…/react-native/scripts/test_validate_public_packages.py373CODE
LOW…/react-native/scripts/test_validate_public_packages.py815CODE
LOW…/react-native/scripts/test_validate_public_packages.py896CODE
LOWbindings/python/example/rag.py26CODE
LOWbindings/python/tests/fake_core.py345CODE
LOWbindings/python/scripts/validate_public_packages.py138CODE
LOWbindings/python/scripts/validate_public_packages.py220CODE
LOWbindings/python/runanywhere/download.py96CODE
LOWbindings/python/runanywhere/download.py421CODE
LOWbindings/python/runanywhere/_runtime.py277CODE
LOWbindings/python/runanywhere/_llm_stream.py28CODE
LOWbindings/python/runanywhere/server/app.py242CODE
LOWbindings/python/runanywhere/cli/handlers.py110CODE
LOWbindings/python/runanywhere/cli/handlers.py127CODE
LOWbindings/python/runanywhere/cli/handlers.py185CODE
LOWbindings/python/runanywhere/cli/handlers.py244CODE
LOWbindings/web/scripts/test_validate_public_packages.py58CODE
LOWbindings/kotlin/scripts/validate_public_artifacts.py129CODE
LOWbindings/kotlin/scripts/validate_public_artifacts.py163CODE
LOWbindings/swift/scripts/normalize-static-archive.py30CODE
1 more matches not shown…
Example Usage Blocks32 hits · 54 pts
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LOWidl/codegen/check_generated_filenames.sh27# Usage:COMMENT
LOWidl/codegen/check_generated_trees.sh24# Usage:COMMENT
LOWidl/codegen/schema_lock.sh36# Usage:COMMENT
LOW⚡core/tests/scripts/run-tests-android.sh6# Usage:COMMENT
LOW⚡core/tests/scripts/run-tests.sh6# Usage:COMMENT
LOW⚡core/tests/scripts/run-tests-all.sh6# Usage:COMMENT
LOW⚡core/tests/scripts/run-tests-ios.sh6# Usage:COMMENT
LOW⚡core/tests/scripts/run-tests-web.sh6# Usage:COMMENT
LOW⚡core/tests/scripts/download-test-models.sh6# Usage:COMMENT
LOW⚡core/tests/scripts/run-tests-linux.sh6# Usage:COMMENT
LOWcore/scripts/lint-cpp.sh8# Usage:COMMENT
LOW⚡core/scripts/android/download-sherpa-onnx.sh17# Usage:COMMENT
LOWscripts/setup/sync-skills.sh18# Usage:COMMENT
LOWscripts/setup/setup-toolchain.sh26# Usage:COMMENT
LOWscripts/release/validate-artifact.sh17# Usage:COMMENT
LOW⚡scripts/release/sync-versions.sh8# Usage:COMMENT
LOWscripts/validation/verify_default_pool.sh19# Usage:COMMENT
LOW…ripts/validation/gates/check_flutter_centralization.sh25# Usage:COMMENT
LOWscripts/validation/gates/check_gradle_centralization.sh37# Usage:COMMENT
LOWscripts/validation/gates/check_agents_claude_sync.sh16# Usage:COMMENT
LOW…ts/validation/gates/check_typescript_centralization.sh8# Usage:COMMENT
LOWscripts/validation/gates/check_swift_dist_repo_sync.sh54# Usage:COMMENT
LOWscripts/validation/gates/check_no_hardcoded_defaults.sh34# Usage:COMMENT
LOWscripts/validation/commons/check_rac_api_exports.sh17# Usage:COMMENT
LOWscripts/validation/commons/sync_rac_api_exports.sh20# Usage:COMMENT
LOWbindings/python/scripts/test-e2e.sh21# Usage:COMMENT
LOWbindings/web/wasm/scripts/vendor-onnxruntime-wasm.sh14# Usage:COMMENT
LOW⚡bindings/web/wasm/scripts/setup-emsdk.sh16# Usage:COMMENT
LOW…r/packages/runanywhere_qhexrt/scripts/stage-natives.sh12# Usage:COMMENT
LOWbindings/swift/scripts/sync-dist-repo.sh42# Usage:COMMENT
LOWbindings/swift/scripts/release-swift-binaries.sh19# Usage:COMMENT
LOW⚡bindings/swift/scripts/sync-checksums.sh10# Usage:COMMENT
Modern Structural Boilerplate34 hits · 34 pts
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LOWbindings/python/runanywhere/options.py16__all__ = [CODE
LOWbindings/python/runanywhere/_handles.py23__all__ = [CODE
LOWbindings/python/runanywhere/_handles.py532 def set_threshold(self, threshold: float) -> None:CODE
LOWbindings/python/runanywhere/_rag_bridge.py27__all__ = [CODE
LOWbindings/python/runanywhere/_options_bridge.py27__all__ = [CODE
LOWbindings/python/runanywhere/results.py21__all__ = [CODE
LOWbindings/python/runanywhere/events.py27__all__ = [CODE
LOWbindings/python/runanywhere/_generation.py27__all__ = [CODE
LOWbindings/python/runanywhere/__init__.py386__all__ = [CODE
LOWbindings/python/runanywhere/_runtime.py40__all__ = ["Runtime", "runtime"]CODE
LOWbindings/python/runanywhere/inputs.py18__all__ = [CODE
LOWbindings/python/runanywhere/structured.py14__all__ = [CODE
LOWbindings/python/runanywhere/audio.py15__all__ = [CODE
LOWbindings/python/runanywhere/audio.py39def set_audio_native_for_tests(native: Optional[_AudioNative]) -> None:CODE
LOWbindings/python/runanywhere/server/__init__.py17__all__ = ["create_app", "serve", "ModelManager"]CODE
LOWbindings/python/runanywhere/cli/__init__.py77__all__ = ["main", "build_parser"]CODE
LOWbindings/python/runanywhere/cli/output.py17def set_quiet(quiet: bool) -> None:CODE
LOWbindings/python/runanywhere/api/rerank.py15__all__ = ["rerank"]CODE
LOWbindings/python/runanywhere/api/models.py21__all__ = ["models"]CODE
LOWbindings/python/runanywhere/api/_common.py12__all__ = ["Prompt", "prepare"]CODE
LOWbindings/python/runanywhere/api/tts.py18__all__ = ["tts"]CODE
LOWbindings/python/runanywhere/api/__init__.py20__all__ = [CODE
LOWbindings/python/runanywhere/api/llm.py20__all__ = ["Tools", "llm"]CODE
LOWbindings/python/runanywhere/api/vlm.py16__all__ = ["vlm"]CODE
LOWbindings/python/runanywhere/api/voice.py19__all__ = ["VoiceSession", "voice"]CODE
LOWbindings/python/runanywhere/api/embeddings.py14__all__ = ["embeddings"]CODE
LOWbindings/python/runanywhere/api/rag.py18__all__ = ["RagSession", "rag"]CODE
LOWbindings/python/runanywhere/api/diarization.py24__all__ = ["diarization"]CODE
LOWbindings/python/runanywhere/api/images.py20__all__ = ["images"]CODE
LOWbindings/python/runanywhere/api/lora.py20__all__ = ["lora"]CODE
LOWbindings/python/runanywhere/api/vad.py18__all__ = ["vad"]CODE
LOWbindings/python/runanywhere/api/stt.py15__all__ = ["stt"]CODE
LOWbindings/python/runanywhere/api/segmentation.py26__all__ = ["segmentation"]CODE
LOWbindings/python/runanywhere/_native/__init__.py116__all__ = ["get_core"]CODE
Excessive Try-Catch Wrapping30 hits · 31 pts
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LOWscripts/release/prepublish_check.py101 except Exception:CODE
LOWscripts/release/prepublish_check.py193 except Exception as e:CODE
LOWscripts/release/prepublish_check.py243 except Exception:CODE
LOWbindings/python/tests/conftest.py40 except Exception:CODE
LOWbindings/python/tests/conftest.py159 except Exception:CODE
LOWbindings/python/tests/test_smoke.py77 except Exception:CODE
LOWbindings/python/tests/fake_core.py327 except Exception: # noqa: BLE001CODE
LOWbindings/python/runanywhere/_handles.py117 except Exception: # noqa: BLE001CODE
LOWbindings/python/runanywhere/_rag_bridge.py23except Exception as exc: # pragma: no cover - exercised only on a protobuf-free installCODE
LOWbindings/python/runanywhere/events.py284 except Exception: # noqa: BLE001CODE
LOWbindings/python/runanywhere/download.py197 except Exception:CODE
LOWbindings/python/runanywhere/download.py441 except Exception as e: # noqa: BLE001 - surface a clear messageCODE
LOWbindings/python/runanywhere/_runtime.py91 except Exception: # noqa: BLE001 — URLError/timeout/TLS = transport failureCODE
LOWbindings/python/runanywhere/_runtime.py254 except Exception: # noqa: BLE001 — one bad unload must not block teardownCODE
LOWbindings/python/runanywhere/_runtime.py406 except Exception: # noqa: BLE001 — teardown is best effortCODE
LOWbindings/python/runanywhere/_runtime.py666 except Exception:CODE
LOWbindings/python/runanywhere/_streaming.py67 except Exception: # noqa: BLE001 — teardown must not raiseCODE
LOWbindings/python/runanywhere/server/app.py332 except Exception: # noqa: BLE001 — generic message; exact error stays server-sideCODE
LOWbindings/python/runanywhere/server/app.py338 except Exception: # noqa: BLE001 — best-effort cleanupCODE
LOWbindings/python/runanywhere/server/app.py361 except Exception: # noqa: BLE001CODE
LOWbindings/python/runanywhere/server/app.py435 except Exception as exc: # noqa: BLE001 — headers already sent (200)CODE
LOWbindings/python/runanywhere/server/app.py466 except Exception as exc: # noqa: BLE001CODE
LOWbindings/python/runanywhere/server/app.py709 except Exception as exc: # noqa: BLE001CODE
LOWbindings/python/runanywhere/server/app.py804 except Exception: # noqa: BLE001 — generic client-facing messageCODE
LOWbindings/python/runanywhere/server/manager.py58 except Exception: # noqa: BLE001 — status is metadata, never fatalCODE
LOWbindings/python/runanywhere/cli/handlers.py88 except Exception: # noqa: BLE001 — memory info is best-effort metadataCODE
LOWbindings/python/runanywhere/api/vad.py134 except Exception as error: # noqa: BLE001CODE
LOWbindings/python/runanywhere/api/vad.py157 except Exception: # noqa: BLE001CODE
LOWbindings/python/runanywhere/api/vad.py162 except Exception: # noqa: BLE001CODE
MEDIUMbindings/flutter/docs/Documentation.md459 print('Error [${e.errorCode}]: ${e.message}');CODE
AI Slop Vocabulary8 hits · 24 pts
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MEDIUMcore/tests/test_sdk_event_stream.cpp287 // The robust contract for those bindings is to drainCOMMENT
MEDIUM⚡core/tests/scripts/run-tests-web.sh16# Drives the in-repo minimal harness (bindings/web/example). The fullCOMMENT
MEDIUMscripts/setup/setup.sh221 # The minimal harness is a standalone npm project (not a workspace member),COMMENT
MEDIUMscripts/setup/setup.sh236 # The minimal harness is a standalone npm project that symlinks both of theCOMMENT
MEDIUM.github/workflows/web-full-e2e.yml9# harness falls back to the in-repo minimal exampleCOMMENT
MEDIUM.github/workflows/release.yml992 # The browser gates drive the in-repo minimal harnessCOMMENT
LOWbindings/web/wasm/scripts/build.sh133 # Build every per-package target in sequence. We just set the flagsCOMMENT
MEDIUM…Sources/runanywhere_native/RagQueryStreamNativePort.mm77// Forward-declared (not pulled from rac_rag.h) so this helper stays robustCOMMENT
Redundant / Tautological Comments7 hits · 10 pts
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LOWcore/tests/scripts/run-tests-android.sh364 # Check if binary was pushedCOMMENT
LOWcore/tests/scripts/run-tests-linux.sh195 # Check if binary existsCOMMENT
LOWcore/scripts/macos/download-sherpa-onnx.sh55# Check if the complete release inventory is already built. Older runs copiedCOMMENT
LOWcore/scripts/macos/download-onnx.sh37# Check if already existsCOMMENT
LOWcore/scripts/ios/download-sherpa-onnx.sh34# Check if already exists and is validCOMMENT
LOW⚡core/scripts/linux/download-sherpa-onnx.sh76# Check if already downloadedCOMMENT
LOWbindings/web/wasm/scripts/setup-emsdk.sh70# Check if already installedCOMMENT
Slop Phrases2 hits · 8 pts
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MEDIUM⚡core/scripts/load-versions.sh8# After sourcing, you can use variables like:COMMENT
MEDIUM…unAnywhere/Public/API/Namespaces/ModelsNamespace.swift538 /// `.unspecified` is not a loadable slot; treat it as a language model.COMMENT
Fake / Example Data5 hits · 6 pts
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LOW.gitleaks.toml61 '''placeholder''',STRING
LOW…re/include/rac/infrastructure/network/rac_dev_config.h49 * "placeholder").COMMENT
LOW…rc/infrastructure/network/rac_dev_config_usability.cpp47 normalized.find("placeholder") == std::string::npos;CODE
LOW…tive/packages/core/cpp/bridges/ExternalConfigGuard.hpp50 value.find("placeholder") != std::string::npos;CODE
LOW…ources/RunAnywhere/CRACommons/include/rac_dev_config.h49 * "placeholder").COMMENT
AI Structural Patterns5 hits · 5 pts
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LOW…/react-native/scripts/test_validate_public_packages.py373CODE
LOWbindings/python/runanywhere/_llm_stream.py64CODE
LOWbindings/python/runanywhere/server/__init__.py20CODE
LOWbindings/python/runanywhere/server/app.py530CODE
LOW…dings/kotlin/scripts/test_validate_public_artifacts.py182CODE