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Repository Analysis

kungfu-systems/kungfu

Your agents don’t hand off the work. Kungfu keeps the same Work moving across Codex, Claude, OpenCode, and your own execution surface.

4.8 Likely human-written View on GitHub

Analysis Overview

This report presents the forensic synthetic code analysis of kungfu-systems/kungfu, a C++ project with 4,505 GitHub stars. SynthScan v2.0 examined 817,445 lines of code across 4708 source files, recording 4094 pattern matches distributed across 16 syntactic categories. The overall adjusted score of 4.8 places this repository in the Likely human-written band.

The scanner applied 160+ deterministic lexical heuristics, multi-line block detectors, abstract syntax tree depth profilers, and a cross-file Jaccard similarity matrix to construct a statistically normalised synthetic code estimate. All matches are individually weighted by severity coefficient and contextual multiplier before summation, and the resulting headline score is temporally discounted to account for the repository's development history relative to the commercial emergence of large language model coding tooling (November 2022 onward).

4.8
Adjusted Score
4.8
Raw Score
100%
Time Factor
2026-08-29
Last Push
4.5K
Stars
C++
Language
817.4K
Lines of Code
4.7K
Files
4.1K
Pattern Hits
2026-08-29
Scan Date
0.00
HC Hit Rate

What These Metrics Mean

Adjusted Score
Primary synthetic code indicator. Raw score normalised per 1,000 lines of code and multiplied by the temporal discount factor. This is the definitive comparative metric — use it to rank repositories by AI authorship density.
Raw Score
The unmodified sum of all severity-weighted, context-multiplied pattern match scores before temporal discounting. Reflects the absolute signal strength independent of when the repository was last active.
Time Factor
The temporal discount multiplier (0–100%) applied to the raw score. Repositories last updated before ChatGPT's launch (Nov 2022) receive a 5% factor. Full signal is only assigned to repositories active in the post-adoption era (Jan 2024+).
Pattern Hits
Total count of individual pattern matches across all files and categories. A high hit count with a low score may indicate a very large codebase with isolated AI snippets; a low count with a high score indicates dense, concentrated AI signatures.
HC Hit Rate
High+Critical pattern hits per file, averaged across the repository. This orthogonal signal catches repositories where a few files are densely packed with high-severity AI tells — a strong indicator even when the normalised score appears moderate due to codebase size.
Lines of Code / Files
Total lines and files analysed. The scanner examines 94 file extensions. These denominators are used to normalise the score, enabling fair comparison between repositories of vastly different sizes.

Score History

This chart maps the temporal evolution of the adjusted synthetic code score across successive scan runs. An upward trajectory indicates ongoing incorporation of AI-generated code or expanding LLM-assisted scaffolding; a stable or declining trajectory may reflect active human refactoring, code removal, or the adoption of stricter authorship policies. The dashed secondary line (right axis) independently tracks total raw pattern hit count, which can diverge from the normalised score when codebase size changes significantly between scans.

Severity Breakdown

Classifies detected patterns by their diagnostic confidence and structural impact. CRITICAL patterns (coefficient 10) represent definitive synthetic signatures — hallucinated imports, explicit LLM attribution metadata — virtually never produced by human authors. HIGH (5) indicates strong structural tells such as cross-file repetition or cross-linguistic idioms. MEDIUM (2) covers recognisable conversational padding and AI-specific vocabulary. LOW (1) captures subtle indicators like tautological comments and generic boilerplate that require density to carry independent signal.

CRITICAL 0HIGH 16MEDIUM 73LOW 4005

Directory Score Breakdown

This horizontal bar chart decomposes the repository's raw synthetic code score by top-level directory, allowing you to pinpoint precisely which modules or components carry the highest AI authorship density. Directories with disproportionately high scores relative to their size warrant targeted manual review: concentrated AI signatures often trace back to mass-generated configuration layers, auto-ported test suites, LLM-scaffolded boilerplate classes, or entire subsystems authored under heavy copilot assistance. Use this view to prioritise your human code-review effort.

Pattern Findings

The scanner identified 4094 distinct pattern matches across 16 syntactic categories. Each entry below represents a discrete location in the source code where the engine recorded a statistically significant AI authorship indicator. 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 diagnostic confidence level (CRITICAL / HIGH / MEDIUM / LOW). The Context column identifies whether the match occurred inside executable code, an inline comment, or a string literal — comment-context matches receive a ×1.5 weight because LLMs systematically over-annotate. The ⚡ bolt icon marks clustered matches: three or more patterns within a 10-line window, each receiving an additional ×1.5 density multiplier as dense clusters constitute far stronger evidence of synthetic authorship than isolated hits.

Hyper-Verbose Identifiers1879 hits · 1776 pts
SeverityFileLineSnippetContext
LOWdeveloper/sdk/src/sdk-shared.js550function isProductAssemblyManifest(pkg) {CODE
LOWdeveloper/sdk/src/sdk-shared.js772function findRepoRootWithExtensions(startDir) {CODE
LOWdeveloper/sdk/src/sdk-shared.js802function resolveReferenceExtensionsRoot(cwd) {CODE
LOWdeveloper/sdk/src/sdk-shared.js858function assembleProductExtensions(CODE
LOWdeveloper/sdk/src/sdk-kfd.js163function resolveKfdUpstreamAggregate() {CODE
LOWdeveloper/sdk/src/sdk-kfd.js452function resolveKfdAgentRuntimeManifest() {CODE
LOWdeveloper/sdk/src/sdk-kfd.js486function buildKfdAgentRuntimeStatus() {CODE
LOWdeveloper/sdk/src/sdk-kfd.js987function kfdCheckSupportMatrixFacts() {CODE
LOWdeveloper/sdk/src/sdk-contract.js242function resolveContractRegistryPath(repoRoot) {CODE
LOWdeveloper/sdk/src/sdk-contract.js481function contractKfdProjectionRows(entry) {CODE
LOWdeveloper/sdk/src/sdk-contract.js868function buildContractWorldWitness(repoRoot) {CODE
LOWframework/core/conanfile.py31def _candidate_timeline_attempt():CODE
LOWframework/core/conanfile.py51def _qualified_core_host_identity():CODE
LOWframework/core/conanfile.py71def _candidate_timeline_stage(stage, phase, runtime, target=None):CODE
LOWframework/core/conanfile.py156def _profile_dependency_roots(profile):CODE
LOW…rk/core/tests/python/test_agent_work_profile_native.py150def test_native_profile_bootstrap_accepts_python_revision_zero(tmp_path):CODE
LOW…rk/core/tests/python/test_agent_work_profile_native.py164def test_native_profile_authority_bundle_restores_clean_home_exactly(tmp_path):CODE
LOW…rk/core/tests/python/test_agent_work_profile_native.py217def test_native_profile_authority_import_preflights_all_operations_before_writing(CODE
LOW…rk/core/tests/python/test_agent_work_profile_native.py244def test_native_profile_backend_switch_and_rollback_preserve_five_role_identity(CODE
LOW…rk/core/tests/python/test_agent_work_profile_native.py291def test_native_profile_retains_authority_freshness_direction_and_causality(tmp_path):CODE
LOW…work/core/tests/python/test_generic_primitive_dedup.py63def test_frame_header_exposes_readonly_buffer(captured_run):CODE
LOW…work/core/tests/python/test_generic_primitive_dedup.py77def test_rewind_bundle_decode_matches_generated(captured_run):CODE
LOW…work/core/tests/python/test_generic_primitive_dedup.py84def test_rewind_bundle_decode_field_by_field(captured_run):CODE
LOW…ework/core/tests/python/test_agent_command_contract.py60def test_run_agent_process_streams_output_before_return(tmp_path):CODE
LOW…ework/core/tests/python/test_agent_command_contract.py85def test_run_agent_continuation_rejects_transcript_fields_and_root_drift():CODE
LOW…ework/core/tests/python/test_agent_command_contract.py115def _assert_work_control_command_contract(work_control, command_catalog, api_registry):CODE
LOW…ework/core/tests/python/test_agent_command_contract.py128def test_work_control_commands_match_the_runtime_payload_contract():CODE
LOW…ework/core/tests/python/test_agent_command_contract.py160def test_agent_session_cli_forwards_the_same_self_describing_action(CODE
LOW…ework/core/tests/python/test_agent_command_contract.py216def test_work_console_registry_accepts_capsule_backend():CODE
LOWframework/core/tests/python/test_episode_control.py35def test_retry_adapter_consumes_native_receipt_without_replaying():CODE
LOWframework/core/tests/python/test_episode_control.py58def test_retry_never_replays_unknown_or_non_busy_failures():CODE
LOWframework/core/tests/python/test_episode_control.py71def test_retry_policy_projects_to_native_milliseconds():CODE
LOWframework/core/tests/python/test_episode_control.py87def test_recovery_plan_delegates_to_native_service(tmp_path, monkeypatch):CODE
LOWframework/core/tests/python/test_episode_control.py122def test_native_writer_inspection_reports_the_live_lease(tmp_path):CODE
LOWframework/core/tests/python/test_episode_control.py135def test_recovery_execute_delegates_to_native_service(tmp_path, monkeypatch):CODE
LOWframework/core/tests/python/test_episode_control.py162def test_recovery_execute_preserves_native_error_shape(tmp_path, monkeypatch):CODE
LOWframework/core/tests/python/test_episode_control.py192def test_lifecycle_guard_aborts_keyboard_interrupt(tmp_path, monkeypatch):CODE
LOWframework/core/tests/python/test_episode_control.py230def test_lifecycle_guard_aborts_sigterm(tmp_path, monkeypatch):CODE
LOWframework/core/tests/python/test_episode_control.py270def test_managed_run_postprocessing_failure_is_inside_episode_guard(CODE
LOWframework/core/tests/python/test_episode_control.py338def test_managed_run_retains_provider_skill_activity_in_scoped_runtime_audit(CODE
LOWframework/core/tests/python/test_content_hash.py17def test_content_hash_canonical_format_parse_and_verify():CODE
LOWframework/core/tests/python/test_content_hash.py28def test_content_hash_rejects_reserved_but_unimplemented_algorithm():CODE
LOW…ework/core/tests/python/test_agent_console_contract.py79def test_agent_session_cli_exposes_structured_control_response():CODE
LOW…ework/core/tests/python/test_agent_console_contract.py86def test_agent_session_core_contract_matches_cross_language_golden():CODE
LOW…ework/core/tests/python/test_agent_console_contract.py129def test_agent_session_core_contract_legacy_read_is_explicit():CODE
LOW…ework/core/tests/python/test_agent_console_contract.py185def test_agent_runtime_profile_is_part_of_the_global_config_contract():CODE
LOW…ework/core/tests/python/test_agent_console_contract.py209def test_opencode_runtime_profile_is_native_config_contract_member():CODE
LOW…ework/core/tests/python/test_agent_console_contract.py240def test_amp_runtime_profile_and_interactive_argv_are_config_contract_members():CODE
LOW…ework/core/tests/python/test_agent_console_contract.py265def test_registered_third_party_provider_is_a_config_contract_member(tmp_path):CODE
LOW…ework/core/tests/python/test_agent_console_contract.py314def test_agent_runtime_profile_rejects_opaque_extra_fields():CODE
LOW…ework/core/tests/python/test_agent_console_contract.py338def test_work_console_requires_a_bound_work_ref_for_work_bindings():CODE
LOW…ework/core/tests/python/test_agent_console_contract.py369def test_agent_console_envelope_binds_work_and_discovery_entrypoints():CODE
LOW…ework/core/tests/python/test_agent_console_contract.py401def test_agent_console_envelope_accepts_opencode_provider():CODE
LOW…ework/core/tests/python/test_agent_console_contract.py423def test_discovery_returns_path_and_app_candidates_without_first_hit_collapse():CODE
LOW…ework/core/tests/python/test_agent_console_contract.py437def test_opencode_discovery_is_path_only_and_privacy_bounded():CODE
LOW…ework/core/tests/python/test_agent_console_contract.py452def test_registered_third_party_provider_is_discovered_without_core_branch(CODE
LOW…ework/core/tests/python/test_agent_console_contract.py488def test_amp_discovery_is_path_only_and_privacy_bounded():CODE
LOW…ework/core/tests/python/test_agent_console_contract.py511def test_runtime_profile_verification_returns_a_semantic_provider_version(CODE
LOW…ework/core/tests/python/test_agent_console_contract.py532def test_amp_runtime_profile_verification_allows_a_bounded_cold_start(CODE
LOW…ework/core/tests/python/test_agent_console_contract.py555def test_third_party_runtime_verification_accepts_bounded_opaque_version(CODE
1819 more matches not shown…
Over-Commented Block902 hits · 902 pts
SeverityFileLineSnippetContext
LOWcrates/Cargo.toml1# SPDX-License-Identifier: Apache-2.0COMMENT
LOWcrates/host-spike/Cargo.toml21# The embedding FFI seam now lives in the shared kungfu-embedding crate (RFCCOMMENT
LOWcrates/host-spike/build.rs1// SPDX-License-Identifier: Apache-2.0COMMENT
LOWcrates/host-spike/shim/host_shim.cpp1// SPDX-License-Identifier: Apache-2.0COMMENT
LOWcrates/host-spike/src/main.rs1// SPDX-License-Identifier: Apache-2.0COMMENT
LOWcrates/shifu/Cargo.toml1# SPDX-License-Identifier: Apache-2.0COMMENT
LOWcrates/shifu/src/promote.rs1// SPDX-License-Identifier: Apache-2.0COMMENT
LOWcrates/shifu/src/self_update.rs1// SPDX-License-Identifier: Apache-2.0COMMENT
LOWcrates/shifu/src/dispatch.rs1// SPDX-License-Identifier: Apache-2.0COMMENT
LOWcrates/shifu/src/doctor.rs1// SPDX-License-Identifier: Apache-2.0COMMENT
LOWcrates/shifu/src/msvc.rs1// SPDX-License-Identifier: Apache-2.0COMMENT
LOWcrates/shifu/src/registrar.rs1// SPDX-License-Identifier: Apache-2.0COMMENT
LOWcrates/shifu/src/registrar.rs21// the declaration back, resolves the artifact for the host platform, verifiesCOMMENT
LOWcrates/shifu/src/registrar.rs61/// pinned Buildchain binary before a declared distribution task. Normally itCOMMENT
LOWcrates/shifu/src/registrar.rs281 platform_slice_root: String,COMMENT
LOWcrates/shifu/src/main.rs1// SPDX-License-Identifier: Apache-2.0COMMENT
LOWcrates/shifu/src/main.rs361 }COMMENT
LOWcrates/shifu/src/main.rs421 cmd.raw_arg(line);COMMENT
LOWcrates/shifu/src/main.rs461 .map(Path::to_path_buf)COMMENT
LOWcrates/kungfu-embedding/Cargo.toml1# SPDX-License-Identifier: Apache-2.0COMMENT
LOWcrates/shifu-core/src/lib.rs1// SPDX-License-Identifier: Apache-2.0COMMENT
LOWcrates/shifu-core/src/bootstrap.rs1// SPDX-License-Identifier: Apache-2.0COMMENT
LOWcrates/shifu-core/src/bootstrap.rs21// 3. bootstrap: download the pinned prebuilt release binary into the cacheCOMMENT
LOWcrates/shifu-core/src/probe.rs1// SPDX-License-Identifier: Apache-2.0COMMENT
LOWcrates/trunk/Cargo.toml1# SPDX-License-Identifier: Apache-2.0COMMENT
LOWcrates/trunk/build.rs1// SPDX-License-Identifier: Apache-2.0COMMENT
LOWcrates/trunk/src/pins.rs1// SPDX-License-Identifier: Apache-2.0COMMENT
LOWcrates/trunk/src/envs.rs1// SPDX-License-Identifier: Apache-2.0COMMENT
LOWcrates/trunk/src/variant.rs1// SPDX-License-Identifier: Apache-2.0COMMENT
LOWcrates/trunk/src/variant.rs21// resolution), so it is not a mechanical "be python" the trunk can own.COMMENT
LOWcrates/trunk/src/doctor.rs1// SPDX-License-Identifier: Apache-2.0COMMENT
LOWcrates/trunk/src/fsck.rs1// SPDX-License-Identifier: Apache-2.0COMMENT
LOWcrates/trunk/src/help.rs1// SPDX-License-Identifier: Apache-2.0COMMENT
LOWcrates/trunk/src/help.rs21//COMMENT
LOWcrates/trunk/src/launch.rs1// SPDX-License-Identifier: Apache-2.0COMMENT
LOWframework/core/pyproject.toml41 # by default so untyped modules do not fail; a module opts into real checkingCOMMENT
LOWframework/core/pyproject.toml141# ~700 errors). But function *bodies* are checked: an unannotated def used to beCOMMENT
LOWframework/core/pyproject.toml181# a module object, and `sys._framework` / `sys._base_executable` / `sys._home`,COMMENT
LOWframework/core/pyproject.toml201disable_error_code = ["override", "attr-defined"]COMMENT
LOWframework/core/conanfile.py681 # Conan itself runs under Shifu's pinned `uv run --frozen` interpreter.COMMENT
LOWframework/core/slices/content-store/probe.cpp1// SPDX-License-Identifier: Apache-2.0COMMENT
LOWframework/core/slices/embedding/CMakeLists.txt1# SPDX-License-Identifier: Apache-2.0COMMENT
LOWframework/core/slices/embedding/main.cpp1// SPDX-License-Identifier: Apache-2.0COMMENT
LOWframework/core/slices/view-encapsulation/CMakeLists.txt1# SPDX-License-Identifier: Apache-2.0COMMENT
LOWframework/core/slices/view-encapsulation/probe.cpp1// SPDX-License-Identifier: Apache-2.0COMMENT
LOWframework/core/slices/common/sha256.h1// SPDX-License-Identifier: Apache-2.0COMMENT
LOWframework/core/slices/schema-registry/CMakeLists.txt1# SPDX-License-Identifier: Apache-2.0COMMENT
LOWframework/core/slices/schema-registry/producer.cpp1// SPDX-License-Identifier: Apache-2.0COMMENT
LOWframework/core/slices/schema-registry/decoder.cpp1// SPDX-License-Identifier: Apache-2.0COMMENT
LOWframework/core/slices/fact-ledger/CMakeLists.txt1# SPDX-License-Identifier: Apache-2.0COMMENT
LOWframework/core/slices/fact-ledger/action_recorder.cpp1// SPDX-License-Identifier: Apache-2.0COMMENT
LOWframework/core/slices/fact-ledger/export.cpp1// SPDX-License-Identifier: Apache-2.0COMMENT
LOWframework/core/slices/fact-ledger/host.cpp1// SPDX-License-Identifier: Apache-2.0COMMENT
LOWframework/core/slices/fact-ledger/host.cpp21#include <kungfu/yijinjing/time.h>COMMENT
LOWframework/core/slices/libwasm-shared-membrane/probe.h1// SPDX-License-Identifier: Apache-2.0COMMENT
LOWframework/core/slices/libwasm-shared-membrane/host.cpp1// SPDX-License-Identifier: Apache-2.0COMMENT
LOWframework/core/tests/shell-exit-code.test.js1// SPDX-License-Identifier: Apache-2.0COMMENT
LOWframework/core/tests/bench/dispatch_watcher_bench.js1// SPDX-License-Identifier: Apache-2.0COMMENT
LOWframework/core/tests/bench/dispatch_load.py1# SPDX-License-Identifier: Apache-2.0COMMENT
LOW…ork/core/tests/python/test_episode_bundle_roundtrip.py1# SPDX-License-Identifier: Apache-2.0COMMENT
842 more matches not shown…
Unused Imports1012 hits · 830 pts
SeverityFileLineSnippetContext
LOW…rk/core/tests/python/test_agent_work_profile_native.py3CODE
LOW…work/core/tests/python/test_generic_primitive_dedup.py6CODE
LOWframework/core/tests/python/test_episode_control.py3CODE
LOW…mework/core/tests/python/test_durability_capability.py8CODE
LOW…ework/core/tests/python/test_storage_backend_switch.py3CODE
LOW…ework/core/tests/python/test_storage_backend_switch.py17CODE
LOWframework/core/tests/python/test_runtime_upgrade.py3CODE
LOW…mework/core/tests/python/test_profile_lifecycle_cli.py7CODE
LOW…work/core/tests/python/test_product_release_history.py3CODE
LOW…work/core/tests/python/test_product_release_history.py10CODE
LOWframework/core/tests/python/test_profile_composition.py12CODE
LOWframework/core/tests/python/test_episode_admission.py3CODE
LOWframework/core/tests/python/test_episode_admission.py12CODE
LOWframework/core/tests/python/test_query_cli.py7CODE
LOW…ore/tests/python/test_live_peer_continuity_campaign.py3CODE
LOWframework/core/tests/python/test_distribution_update.py3CODE
LOWframework/core/tests/python/test_agent_profile_sdk.py12CODE
LOW…ork/core/tests/python/test_episode_bundle_roundtrip.py13CODE
LOWframework/core/tests/python/test_delivery_evidence.py3CODE
LOW…amework/core/tests/python/test_kfx_async_capability.py3CODE
LOW…e/tests/python/test_distribution_update_portability.py3CODE
LOWframework/core/tests/python/test_action_envelope.py3CODE
LOW…ore/tests/python/test_distribution_update_structure.py3CODE
LOWframework/core/tests/python/test_exit_bundle.py16CODE
LOWframework/core/tests/python/test_workspace_history.py3CODE
LOWframework/core/tests/python/test_skill_authoring.py3CODE
LOWframework/core/tests/python/test_health_diagnostics.py3CODE
LOWframework/core/tests/python/test_native_kfx_contract.py8CODE
LOWframework/core/tests/python/test_exit_verifier.py12CODE
LOWframework/core/tests/python/test_agent_hub_profile.py3CODE
LOWframework/core/tests/python/test_work_design_cli.py10CODE
LOW…amework/core/tests/python/test_content_store_facade.py12CODE
LOWframework/core/tests/python/test_recovery.py3CODE
LOW…/core/tests/python/test_episode_manifest_projection.py10CODE
LOWframework/core/tests/python/test_project_template.py3CODE
LOWframework/core/tests/python/test_assignment_runtime.py3CODE
LOWframework/core/tests/python/test_release_verifier.py6CODE
LOWframework/core/tests/python/test_skill_lifecycle.py3CODE
LOW…ork/core/tests/python/test_distribution_release_cut.py3CODE
LOWframework/core/tests/python/test_kfx_authoring.py12CODE
LOWframework/core/tests/python/test_runtime_surface.py3CODE
LOWframework/core/tests/python/test_runtime_surface.py14CODE
LOW…amework/core/tests/python/test_episode_content_root.py14CODE
LOW…mework/core/tests/python/test_profile_sdk_structure.py3CODE
LOWframework/core/tests/python/test_release_channel.py3CODE
LOWframework/core/tests/python/test_storage_cli.py13CODE
LOW…amework/core/tests/python/test_facade_compatibility.py3CODE
LOW…rk/core/tests/python/test_health_diagnostics_native.py3CODE
LOW…rk/core/tests/python/test_health_diagnostics_native.py19CODE
LOWframework/core/tests/python/test_kfd4_perspective.py3CODE
LOW…ework/core/tests/python/test_event_loop_concurrency.py3CODE
LOW…core/tests/python/test_fact_kernel_characterization.py3CODE
LOWframework/core/tests/python/test_primitive_commands.py3CODE
LOW…rk/core/tests/python/test_episode_manifest_recovery.py11CODE
LOW…amework/core/tests/python/test_cli_progressive_help.py200CODE
LOW…amework/core/tests/python/test_cli_progressive_help.py228CODE
LOW…amework/core/tests/python/test_cli_progressive_help.py262CODE
LOW…amework/core/tests/python/test_cli_progressive_help.py286CODE
LOW…amework/core/tests/python/test_cli_progressive_help.py299CODE
LOWframework/core/tests/python/test_rewind_progress.py3CODE
952 more matches not shown…
Deep Nesting121 hits · 118 pts
SeverityFileLineSnippetContext
LOW…ework/core/tests/python/test_agent_console_contract.py2192CODE
LOW…ework/core/tests/python/test_storage_backend_switch.py149CODE
LOW…ework/core/tests/python/test_storage_backend_switch.py160CODE
LOWframework/core/tests/python/test_release_provenance.py186CODE
LOWframework/core/tests/python/test_release_provenance.py333CODE
LOWframework/core/tests/python/test_exit_verifier.py194CODE
LOW…k/core/tests/python/test_agent_native_first_run_pty.py13CODE
LOW…amework/core/tests/python/test_cli_surface_contract.py212CODE
LOW…re/tests/qualification/fact_kernel_dogfood/workload.py532CODE
LOW…alification/python-kfx-asyncio-performance/workload.py341CODE
LOW…alification/python-kfx-asyncio-performance/workload.py481CODE
LOW…alification/python-kfx-asyncio-performance/workload.py352CODE
LOW…/qualification/live-peer-continuity/native_campaign.py85CODE
LOW…/qualification/live-peer-continuity/native_campaign.py274CODE
LOW…qualification/fact-kernel-fold-performance/workload.py66CODE
LOWframework/core/src/python/kungfu/assignment_evidence.py60CODE
LOWframework/core/src/python/kungfu/release_channel.py219CODE
LOWframework/core/src/python/kungfu/profile_sdk_kfd3.py690CODE
LOWframework/core/src/python/kungfu/dogfood.py88CODE
LOWframework/core/src/python/kungfu/distribution_update.py286CODE
LOW…ore/src/python/kungfu/workspace_federation_observer.py202CODE
LOWframework/core/src/python/kungfu/diagnostics.py343CODE
LOWframework/core/src/python/kungfu/profile_composition.py115CODE
LOWframework/core/src/python/kungfu/profile_sdk_support.py440CODE
LOW…work/core/src/python/kungfu/product_release_history.py149CODE
LOW…work/core/src/python/kungfu/product_release_history.py431CODE
LOW…work/core/src/python/kungfu/product_release_history.py658CODE
LOW…work/core/src/python/kungfu/product_release_history.py736CODE
LOWframework/core/src/python/kungfu/exit_verifier.py191CODE
LOW…amework/core/src/python/kungfu/workspace_federation.py97CODE
LOW…amework/core/src/python/kungfu/workspace_federation.py488CODE
LOW…ework/core/src/python/kungfu/project_cut_read_model.py19CODE
LOW…ework/core/src/python/kungfu/project_cut_read_model.py84CODE
LOWframework/core/src/python/kungfu/release_verifier.py335CODE
LOWframework/core/src/python/kungfu/agent_work_lab.py1160CODE
LOWframework/core/src/python/kungfu/contract.py23CODE
LOWframework/core/src/python/kungfu/contract.py84CODE
LOW…e/src/python/kungfu/workspace_federation_projection.py57CODE
LOWframework/core/src/python/kungfu/runtime_broker.py307CODE
LOWframework/core/src/python/kungfu/workspace_guidance.py437CODE
LOWframework/core/src/python/kungfu/coordination/locks.py93CODE
LOWframework/core/src/python/kungfu/coordination/locks.py199CODE
LOWframework/core/src/python/kungfu/skill/audit.py445CODE
LOWframework/core/src/python/kungfu/skill/audit.py482CODE
LOWframework/core/src/python/kungfu/skill/registry.py139CODE
LOWframework/core/src/python/kungfu/skill/registry.py464CODE
LOWframework/core/src/python/kungfu/skill/registry.py556CODE
LOWframework/core/src/python/kungfu/skill/registry.py1070CODE
LOW…core/src/python/kungfu/_runtime_upgrade/release_cut.py803CODE
LOW…/src/python/kungfu/_runtime_upgrade/image_lifecycle.py263CODE
LOW…/src/python/kungfu/_runtime_upgrade/image_lifecycle.py398CODE
LOW…amework/core/src/python/kungfu/_peer_lifecycle/host.py345CODE
LOW…mework/core/src/python/kungfu/_peer_lifecycle/state.py372CODE
LOWframework/core/src/python/kungfu/capability/guest.py71CODE
LOWframework/core/src/python/kungfu/rewind/managed_run.py99CODE
LOWframework/core/src/python/kungfu/rewind/ingest.py85CODE
LOWframework/core/src/python/kungfu/rewind/export.py30CODE
LOWframework/core/src/python/kungfu/rewind/replay.py174CODE
LOWframework/core/src/python/kungfu/rewind/replay.py193CODE
LOWframework/core/src/python/kungfu/rewind/adapters.py149CODE
61 more matches not shown…
Decorative Section Separators26 hits · 78 pts
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MEDIUMdeveloper/sdk/src/sdk-shared.js402// ── product commands ───────────────────────────────────────────────────────COMMENT
MEDIUMdeveloper/sdk/src/sdk-shared.js1297// ── KFD-1 contract prototype ───────────────────────────────────────────────COMMENT
MEDIUMdeveloper/sdk/src/sdk-contract.js1266// ── kfx view extension build ──────────────────────────────────────────────COMMENT
MEDIUMdeveloper/sdk/src/sdk-contract.js1299// ── kfx C++ extension build ────────────────────────────────────────────────COMMENT
MEDIUMdeveloper/sdk/src/sdk-contract.js1464// ── kfx Python AOT extension build ─────────────────────────────────────────COMMENT
MEDIUMframework/core/pyproject.toml3# ============================================================================COMMENT
MEDIUMframework/core/pyproject.toml7# ============================================================================COMMENT
MEDIUMframework/core/slices/embedding/main.cpp56 // ── write side ────────────────────────────────────────────────────COMMENT
MEDIUMframework/core/slices/schema-registry/producer.cpp103 // ── bundle format pieces ──────────────────────────────────────────COMMENT
MEDIUMframework/core/slices/schema-registry/decoder.cpp90 // ── reopen the journal independently and decode by binding ────────COMMENT
MEDIUMframework/core/fuzz/CMakeLists.txt127# ── Registered fuzz targets ─────────────────────────────────────────COMMENT
MEDIUM…work/core/src/python/kungfu/rewind/hook/rewind_hook.js130 // ── post-require adapters (mini require-in-the-middle) ──────────COMMENT
MEDIUM…rk/core/src/python/kungfu/rewind/hook/rewind_client.py122# ── kfx action-envelope events ──────────────────────────────────────COMMENT
MEDIUM…rk/core/src/python/kungfu/rewind/hook/rewind_client.py199# ── post-import adapters ────────────────────────────────────────────COMMENT
MEDIUMframework/kfx/src/index.ts132// ── capability surface ────────────────────────────────────────────────────COMMENT
MEDIUMframework/kfx/src/index.ts162// ── manifest data (`kungfu.kfx.json`) ─────────────────────────────────────COMMENT
MEDIUMframework/kfx/src/index.ts342// ── load plan: host-agnostic discovery + decision (KF-ADR-019f86da-4f90-7afa-a1e1-0510f00916be) ──────────────COMMENT
MEDIUMframework/kfx/src/index.ts1309// ── runtime contract (what the shell hands a mounted view) ────────────────COMMENT
MEDIUMframework/kfx/src/index.ts1540// ── UI tokens (dark, dense, monospace — no component library) ─────────────COMMENT
MEDIUMframework/gui/src/main/sandbox-host.ts53// ── electron glue ───────────────────────────────────────────────────────────COMMENT
MEDIUMframework/gui/src/main/terminal-host.ts108// ── pure relay core ─────────────────────────────────────────────────────────COMMENT
MEDIUMframework/gui/src/main/terminal-host.ts176// ── electron glue ───────────────────────────────────────────────────────────COMMENT
MEDIUMframework/api/src/capability/sandbox.ts26// ── host (trusted) ─────────────────────────────────────────────────────────COMMENT
MEDIUMframework/api/src/capability/sandbox.ts90// ── guest (sandboxed) ──────────────────────────────────────────────────────COMMENT
MEDIUMframework/api/src/capability/kungfu-guest.ts32// ── trusted tier: in-process async surface, zero-copy by reference ───────────COMMENT
MEDIUMframework/api/src/capability/kungfu-guest.ts84// ── default tier: OS-sandboxed child served over the stdio relay ─────────────COMMENT
Excessive Try-Catch Wrapping54 hits · 58 pts
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LOWframework/core/conanfile.py523 except Exception:CODE
LOW…ework/core/tests/python/windows_continuity_sentinel.py287 except Exception as error:CODE
LOW…/core/tests/qualification/episode/semantic_workload.py486 except Exception as error:CODE
LOW…/core/tests/qualification/episode/semantic_workload.py505 except Exception as error:CODE
LOW…k/core/tests/qualification/episode/episode_workload.py83 except Exception:CODE
LOW…k/core/tests/qualification/episode/episode_workload.py210 except Exception as error:CODE
LOW…k/core/tests/qualification/episode/episode_workload.py661 except Exception as error:CODE
MEDIUM…k/core/tests/qualification/episode/episode_workload.py70def _process_resources() -> tuple[int, int | None]:CODE
LOW…/qualification/live-peer-continuity/native_campaign.py511 except Exception as failure: # noqa: BLE001CODE
LOWframework/core/.gyp/gen_kungfubuildinfo.py50 except Exception:CODE
LOWframework/core/src/python/kungfu/recovery.py490 except Exception as error: # authority errors must remain visibleCODE
LOWframework/core/src/python/kungfu/runtime_leases.py409 except Exception:CODE
MEDIUMframework/core/src/python/kungfu/runtime_leases.py48def _read_state(self) -> dict[str, Any]:CODE
LOWframework/core/src/python/kungfu/diagnostics.py467 except Exception as error:CODE
LOWframework/core/src/python/kungfu/profile_sdk.py736 except Exception:CODE
LOWframework/core/src/python/kungfu/durability.py436 except Exception as error: # noqa: BLE001 - retained for inspectionCODE
LOWframework/core/src/python/kungfu/agent_work_lab.py796 except Exception as error: # pragma: no cover - host callback failureCODE
LOWframework/core/src/python/kungfu/agent_work_lab.py1494 except Exception:CODE
LOWframework/core/src/python/kungfu/skill/catalog.py623 except Exception:STRING
LOW…k/core/src/python/kungfu/project_tour/orchestration.py154 except Exception as error:CODE
LOWframework/core/src/python/kungfu/rewind/managed_run.py190 except Exception as exc:CODE
LOWframework/core/src/python/kungfu/rewind/managed_run.py252 except Exception as exc: # a malformed provider payload must not crash the runCODE
LOWframework/core/src/python/kungfu/rewind/proxy.py99 except Exception as e: # noqa: BLE001 — the child must get an answerCODE
LOW…rk/core/src/python/kungfu/rewind/hook/sitecustomize.py12except Exception: # noqa: BLE001 — never break the user's interpreterCODE
LOW…rk/core/src/python/kungfu/rewind/hook/sitecustomize.py35except Exception: # noqa: BLE001CODE
LOW…rk/core/src/python/kungfu/rewind/hook/rewind_client.py170 except Exception as e:CODE
LOW…rk/core/src/python/kungfu/rewind/hook/rewind_client.py271 except Exception: # noqa: BLE001 — a broken kfx adapter must not break the runCODE
LOW…rk/core/src/python/kungfu/rewind/hook/rewind_client.py287 except Exception: # noqa: BLE001 — adapters must never break importsCODE
LOW…amework/core/src/python/kungfu/agent/domain_profile.py44 except Exception as error: # noqa: BLE001 - preserve ValueError surfaceCODE
LOWframework/core/src/python/kungfu/agent/run_agent.py789 except Exception as error: # pragma: no cover - host callback failureCODE
LOWframework/core/src/python/kungfu/agent/action_loop.py246 except Exception as error: # public adapter returns uncertainty, not false successCODE
LOWframework/core/src/python/kungfu/agent/action_loop.py1027 except Exception as error:CODE
LOWframework/core/src/python/kungfu/agent/native_launch.py901 except Exception as error: # pragma: no coverCODE
LOWframework/core/src/python/kungfu/agent/native_launch.py940 except Exception as error: # pragma: no cover - defensive lifecycle pathCODE
LOW…ework/core/src/python/kungfu/agent/native_authority.py141 except Exception as error: # noqa: BLE001 - normalize missing bindingsCODE
MEDIUM…ework/core/src/python/kungfu/agent/native_authority.py138def require_action_runtime() -> Any:CODE
LOW…/core/src/python/kungfu/agent/_work_profile/session.py358 except Exception as error: # noqa: BLE001 - preserve ValueError surfaceCODE
LOWframework/core/src/python/kungfu/cli/site.py110 except Exception:CODE
LOWframework/core/src/python/kungfu/cli/site.py477 except Exception as err:CODE
LOWframework/core/src/python/kungfu/cli/site.py497 except Exception as err:CODE
LOW…rk/core/src/python/kungfu/cli/bridging/pdm/__init__.py92 except Exception:CODE
MEDIUM…rk/core/src/python/kungfu/cli/bridging/pdm/__init__.py87def __init__(self):CODE
LOWframework/core/src/python/kungfu/cli/commands/lock.py36 except Exception as exc: # noqa: BLE001 — audit is additive, never load-bearingCODE
LOWframework/core/src/python/kungfu/cli/commands/lock.py44 except Exception as exc: # noqa: BLE001CODE
MEDIUMframework/core/src/python/kungfu/cli/commands/lock.py41def _safe_audit(fn):CODE
LOW…ore/src/python/kungfu/storage/fact_kernel_integrity.py107 except Exception as error:CODE
LOW…rk/core/src/python/kungfu/project_template/__init__.py609 except Exception:CODE
LOW…/core/src/python/kungfu/assignment_runtime/__init__.py193 except Exception as cause:CODE
LOW…/core/src/python/kungfu/assignment_runtime/__init__.py222 except Exception as cause:CODE
LOW…work/core/src/python/kungfu/_runtime_service/engine.py193 except Exception: # noqa: BLE001 - lock logic must never break servingCODE
LOW…work/core/src/python/kungfu/_runtime_service/engine.py213 except Exception: # noqa: BLE001CODE
LOWframework/core/src/python/kungfu/remote/store.py257 except Exception as exc: # noqa: BLE001 - error is persisted in the manifestCODE
LOWframework/storage/python/kungfu_sdk/native.py366 except Exception:CODE
LOWframework/api/src/capability/guest-harness/py-child.py33 except Exception as err: # noqa: BLE001 — report and fail visiblyCODE
Cross-File Repetition11 hits · 55 pts
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HIGH…amework/core/src/python/kungfu/rewind/reflection_fb.py0this method is deprecated. please switch to getrootas.STRING
HIGHframework/core/src/python/kungfu/rewind/fb/RunBegin.py0this method is deprecated. please switch to getrootas.STRING
HIGH…k/core/src/python/kungfu/rewind/fb/ApprovalDecision.py0this method is deprecated. please switch to getrootas.STRING
HIGH…mework/core/src/python/kungfu/rewind/fb/RetryMarker.py0this method is deprecated. please switch to getrootas.STRING
HIGHframework/core/src/python/kungfu/rewind/fb/ToolCall.py0this method is deprecated. please switch to getrootas.STRING
HIGH…ework/core/src/python/kungfu/rewind/fb/CostSnapshot.py0this method is deprecated. please switch to getrootas.STRING
HIGH…ework/core/src/python/kungfu/rewind/fb/ModelRequest.py0this method is deprecated. please switch to getrootas.STRING
HIGH…mework/core/src/python/kungfu/rewind/fb/RunProgress.py0this method is deprecated. please switch to getrootas.STRING
HIGHframework/core/src/python/kungfu/rewind/fb/RunEnd.py0this method is deprecated. please switch to getrootas.STRING
HIGH…amework/core/src/python/kungfu/rewind/fb/ToolResult.py0this method is deprecated. please switch to getrootas.STRING
HIGH…work/core/src/python/kungfu/rewind/fb/ModelResponse.py0this method is deprecated. please switch to getrootas.STRING
Modern AI Meta-Vocabulary12 hits · 33 pts
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MEDIUMdeveloper/sdk/README.md17kungfu sdk create app my-app # scaffold into ./my-appCODE
MEDIUMdeveloper/sdk/README.md30kungfu sdk create extension my-view # scaffold into ./my-viewCODE
MEDIUMdeveloper/sdk/src/sdk-shared.js3// First cut of the modern SDK surface: scaffold a complete Kungfu desktop appCOMMENT
MEDIUMcrates/Cargo.toml36# strip symbols; the launcher's hot path is process orchestration, not compute.COMMENT
MEDIUM…mework/core/tests/python/test_action_runtime_shadow.py185 # Residual Python orchestration with replayed kernel I/O.COMMENT
MEDIUMframework/core/src/python/kungfu/profile_sdk.py532 # bytes after they were hashed and make the scaffold fail its ownCOMMENT
MEDIUMframework/core/src/python/kungfu/cli/commands/sdk.py3# `kungfu sdk` — the application assembly toolkit: scaffold apps and viewCOMMENT
MEDIUM…work/core/src/python/kungfu/cli/commands/assignment.py376 # returning to the Assignment orchestration path.COMMENT
MEDIUMdocs/adr/KF-ADR-019f87cc-bd1f-786d-896d-07ea9245861e.md20# KF-ADR-019f87cc-bd1f-786d-896d-07ea9245861e: Assignment orchestration state is fact-backed and portably sealedCOMMENT
MEDIUMdocs/adr/KF-ADR-019f86da-4f90-7d58-b5b3-b6d5041dcab6.md44### 1. One entry orchestrates; existing components remain authoritativeCOMMENT
MEDIUMdocs/adr/KF-ADR-019fee22-e71d-7da9-8a44-9403c21a5d62.md16# KF-ADR-019fee22-e71d-7da9-8a44-9403c21a5d62: Kungfu Skill v2 is a content-rooted Work-scoped orchestration contractCOMMENT
MEDIUM…ensions/agent-work-lab/experience/starter-project.json35 "content": "# Northstar Notes launch brief\n\n<!-- Ask an agent to replace this scaffold using only the facts in iCODE
AI Slop Vocabulary10 hits · 27 pts
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MEDIUMcrates/Cargo.toml6# docs/development/rust-adoption.md for the adoption paradigm (source layout, consumptionCOMMENT
MEDIUM…ll-multi-surface-runtime-audit/managed-run/report.json88 "text": "I’ll qualify the admitted Skill surface read-only, with only the requested `skill admit --execute` and `skiCODE
MEDIUM…-multi-surface-runtime-audit/managed-run/response.json6 "stdout": "{\"type\":\"thread.started\",\"thread_id\":\"01a00005-b138-7d52-b4a5-5edddb06cd8f\"}\n{\"type\":\"turn.starCODE
MEDIUM…-multi-surface-runtime-audit/managed-run/response.json12 "text": "I’ll qualify the admitted Skill surface read-only, with only the requested `skill admit --execute` and `skiCODE
MEDIUMframework/core/pyproject.toml157# public Python SDK surface, guest-harness backs the capability guest contract,COMMENT
MEDIUM…amework/core/tests/python/test_coordination_arbiter.py8# by the cross-process arbiter harness.COMMENT
MEDIUM…e/.deps/hana-1.80.0/include/boost/hana/fwd/prepend.hpp38 //! > more nuanced and bears its name better for e.g. `hana::optional`.COMMENT
MEDIUM…ork/core/src/libkungfu/src/runtime/util/stacktrace.cpp217// allocation, so it is a more robust artifact under heap corruption than theCOMMENT
MEDIUM…ork/core/src/libkungfu/src/runtime/util/stacktrace.cpp222// the essential "what/where" is already on disk and the robust dump gets its shotCOMMENT
MEDIUM…amework/api/src/capability/guest-harness/py_trusted.py6# relay), so the harness reads the JSON result from it.COMMENT
AI Structural Patterns21 hits · 20 pts
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LOW…amework/core/src/python/kungfu/workspace_federation.py97CODE
LOW…ork/core/src/python/kungfu/assignment_orchestration.py611CODE
LOWframework/core/src/python/kungfu/rewind/approvals.py67CODE
LOWframework/core/src/python/kungfu/rewind/events.py68CODE
LOWframework/core/src/python/kungfu/rewind/events.py264CODE
LOWframework/core/src/python/kungfu/rewind/managed_cli.py76CODE
LOWframework/core/src/python/kungfu/rewind/reporting.py161CODE
LOW…ework/core/src/python/kungfu/agent/runtime_profiles.py304CODE
LOW…ework/core/src/python/kungfu/agent/runtime_profiles.py519CODE
LOWframework/core/src/python/kungfu/agent/run_agent.py852CODE
LOWframework/core/src/python/kungfu/agent/native_launch.py299CODE
LOWframework/core/src/python/kungfu/cli/commands/skill.py503CODE
LOWframework/core/src/python/kungfu/storage/service.py499CODE
LOWframework/core/src/python/kungfu/storage/service.py567CODE
LOWframework/core/src/python/kungfu/storage/service.py1470CODE
LOW…/core/src/python/kungfu/assignment_runtime/recovery.py64CODE
LOW…ork/core/src/python/kungfu/assignment_runtime/local.py929CODE
LOW…ol/work-control-actions/domain/work_control_runtime.py1123CODE
LOW…ol/work-control-actions/domain/work_control_runtime.py2262CODE
LOWextensions/dogfood/dogfood-actions/domain/dogfood.py379CODE
LOWextensions/dogfood/dogfood-actions/domain/dogfood.py588CODE
Self-Referential Comments20 hits · 20 pts
SeverityFileLineSnippetContext
MEDIUM…amework/core/src/python/kungfu/rewind/reflection_fb.py52 """This method is deprecated. Please switch to GetRootAs."""STRING
MEDIUM…amework/core/src/python/kungfu/rewind/reflection_fb.py144 """This method is deprecated. Please switch to GetRootAs."""STRING
MEDIUM…amework/core/src/python/kungfu/rewind/reflection_fb.py194 """This method is deprecated. Please switch to GetRootAs."""STRING
MEDIUM…amework/core/src/python/kungfu/rewind/reflection_fb.py313 """This method is deprecated. Please switch to GetRootAs."""STRING
MEDIUM…amework/core/src/python/kungfu/rewind/reflection_fb.py473 """This method is deprecated. Please switch to GetRootAs."""STRING
MEDIUM…amework/core/src/python/kungfu/rewind/reflection_fb.py684 """This method is deprecated. Please switch to GetRootAs."""STRING
MEDIUM…amework/core/src/python/kungfu/rewind/reflection_fb.py851 """This method is deprecated. Please switch to GetRootAs."""STRING
MEDIUM…amework/core/src/python/kungfu/rewind/reflection_fb.py973 """This method is deprecated. Please switch to GetRootAs."""STRING
MEDIUM…amework/core/src/python/kungfu/rewind/reflection_fb.py1113 """This method is deprecated. Please switch to GetRootAs."""STRING
MEDIUM…amework/core/src/python/kungfu/rewind/reflection_fb.py1181 """This method is deprecated. Please switch to GetRootAs."""STRING
MEDIUMframework/core/src/python/kungfu/rewind/fb/RunBegin.py21 """This method is deprecated. Please switch to GetRootAs."""STRING
MEDIUM…k/core/src/python/kungfu/rewind/fb/ApprovalDecision.py21 """This method is deprecated. Please switch to GetRootAs."""STRING
MEDIUM…mework/core/src/python/kungfu/rewind/fb/RetryMarker.py21 """This method is deprecated. Please switch to GetRootAs."""STRING
MEDIUMframework/core/src/python/kungfu/rewind/fb/ToolCall.py21 """This method is deprecated. Please switch to GetRootAs."""STRING
MEDIUM…ework/core/src/python/kungfu/rewind/fb/CostSnapshot.py21 """This method is deprecated. Please switch to GetRootAs."""STRING
MEDIUM…ework/core/src/python/kungfu/rewind/fb/ModelRequest.py21 """This method is deprecated. Please switch to GetRootAs."""STRING
MEDIUM…mework/core/src/python/kungfu/rewind/fb/RunProgress.py21 """This method is deprecated. Please switch to GetRootAs."""STRING
MEDIUMframework/core/src/python/kungfu/rewind/fb/RunEnd.py21 """This method is deprecated. Please switch to GetRootAs."""STRING
MEDIUM…amework/core/src/python/kungfu/rewind/fb/ToolResult.py21 """This method is deprecated. Please switch to GetRootAs."""STRING
MEDIUM…work/core/src/python/kungfu/rewind/fb/ModelResponse.py21 """This method is deprecated. Please switch to GetRootAs."""STRING
Modern Structural Boilerplate18 hits · 18 pts
SeverityFileLineSnippetContext
LOWframework/core/src/python/kungfu/config.py432def _set_dotted(target: dict[str, Any], key: str, value: Any) -> None:CODE
LOWframework/core/src/python/kungfu/runtime_state.py748def _set_snapshot_lifecycle(state: dict[str, Any], lifecycle: str) -> None:CODE
LOWframework/core/src/python/kungfu/kfx_host.py449__all__ = [CODE
LOW…mework/core/src/python/kungfu/coordination/__init__.py18__all__ = [CODE
LOWframework/core/src/python/kungfu/skill/__init__.py69__all__ = [CODE
LOWframework/core/src/python/kungfu/capability/__init__.py19__all__ = [CODE
LOWframework/core/src/python/kungfu/capability/guest.py336__all__ = [CODE
LOW…work/core/src/python/kungfu/runtime/live/event_loop.py252__all__ = ["JournalAsyncioBridge", "LiveEventLoop"]CODE
LOW…amework/core/src/python/kungfu/rewind/cost/__init__.py33__all__ = [CODE
LOWframework/core/src/python/kungfu/agent/__init__.py35__all__ = [CODE
LOWframework/core/src/python/kungfu/agent/advisory.py565__all__ = [CODE
LOW…rk/core/src/python/kungfu/cli/bridging/__registry__.py8__all__ = [CODE
LOW…rk/core/src/python/kungfu/cli/commands/__registry__.py52__all__ = [CODE
LOW…/core/src/python/kungfu/cli/commands/work_semantics.py158__all__ = [CODE
LOW…/core/src/python/kungfu/assignment_runtime/__init__.py570__all__ = [CODE
LOWframework/storage/python/kungfu_sdk/__init__.py19__all__ = [CODE
LOW…s/work-control/work-control-actions/domain/__init__.py7__all__ = ["initiative_bundle", "native_state", "work_control", "work_semantics"]CODE
LOWextensions/dogfood/dogfood-actions/domain/__init__.py5__all__ = ["dogfood"]CODE
Cross-Language Confusion4 hits · 18 pts
SeverityFileLineSnippetContext
HIGHframework/core/tests/python/test_agent_profile_sdk.py706 bundle.write_text("export function View() { return null; }\n")CODE
HIGHframework/core/tests/python/test_agent_profile_sdk.py739 bundle.write_text("export function View() { return null; }\n")CODE
HIGHframework/core/tests/python/test_release_channel.py270 null,CODE
HIGH…ework/core/src/python/kungfu/runtime_service_config.py293 "write the unit; then run: systemctl --user daemon-reload && systemctl --user enable --now kungfu-supervisorSTRING
Cross-Language Confusion (JS/TS)1 hit · 5 pts
SeverityFileLineSnippetContext
HIGHframework/core/tests/storage-node-binding.test.js615print(json.dumps(node_safe(out), sort_keys=True, separators=(",", ":")))CODE
Overly Generic Function Names2 hits · 2 pts
SeverityFileLineSnippetContext
LOWframework/core/src/python/kungfu/agent/agent_hub.py630def handle_request(CODE
LOW…work/core/src/python/kungfu/_runtime_service/engine.py231 def handle_request(self, request: RuntimeEngineRequest) -> RuntimeEngineReceipt:CODE
Slop Phrases1 hit · 2 pts
SeverityFileLineSnippetContext
LOW…core/.deps/hana-1.80.0/include/boost/hana/fwd/type.hpp501 //! `std::integral_constant`s, don't forget to include theCOMMENT