3.7

Adjusted Signal

3.7

Raw Pattern Score

100%

Time Factor

2026-10-31

Last Push

5.5K

Stars

TypeScript

Language

275.8K

Lines of Code

1.5K

Files

635

Pattern Hits

2026-10-31

Scan Date

0.03

HC Hit Rate

Risk Review · Payload v1

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

Payload schema: 1.0.0 · Engine: 2.0.0 · Scoring: heuristic-density-v1 · Scan date: 2026-10-31.

Cognitive Ownership Risk 7.4/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 375 finding(s).

Hallucinated Dependency & Supply Chain Risk 4.5/100 · LOW

Are imports declared and package/API names verified? 135 finding(s).

Agent Over-Engineering Ratio 9.5/100 · LOW

Are wrappers, guards, and repeated structures necessary? 323 finding(s).

PR Review Velocity Impact 16.2/100 · LOW

Which changes need focused human review? 635 finding(s).

What These Metrics Mean

Adjusted Signal: Legacy pattern score normalized per 1,000 scanned lines and multiplied by the repository-level time factor. It is not an estimate of AI authorship.
Raw Pattern Score: Sum of severity- and context-weighted pattern findings before applying the time factor.
Time Factor: A coarse multiplier based on repository last-push metadata. It does not identify when individual code was written.
Pattern Hits: Count of configured pattern findings. Review each location and surrounding code before acting.
HC Hit Rate: High- and critical-severity findings per scanned file. Severity is a configured detector weight, not proof of a vulnerability or authorship.
Lines / Files: Scan coverage denominators used by the legacy normalized score.

Pattern-Signal History

This chart tracks the legacy adjusted pattern score across scan runs. Changes can reflect source changes, scan coverage, or detector/scoring versions; they do not measure AI adoption or prove that a team refactored code. Compare runs only when their scoring versions are compatible. The dashed line tracks the raw pattern-hit count.

Severity Breakdown

Groups findings by configured severity weight. Severity is not a confidence estimate, security rating, or proof that a package is missing. Verify imports against the project's manifests and inspect each finding in its local design context.

CRITICAL 0HIGH 39MEDIUM 73LOW 523

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 635 distinct pattern matches across 16 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.

Hyper-Verbose Identifiers179 hits · 205 pts

Severity	File	Line	Snippet	Context
LOW	sdks/python/tests/test_package_build.py	29	def test_wheel_contains_py_typed_and_modules():	CODE
LOW	sdks/python/tests/test_unit_async.py	51	def test_async_cancellation_returns_promptly(slow_server):	CODE
LOW	sdks/python/tests/test_unit_async.py	76	def test_async_basic_dispatch(slow_server):	CODE
LOW	sdks/python/tests/test_integration_local.py	67	def test_cold_spawn_owned_and_close_kills(dist_cli):	CODE
LOW	sdks/python/tests/test_integration_local.py	88	def test_warm_reuse_leaves_running(dist_cli, shared_data_dir):	CODE
LOW	sdks/python/tests/test_integration_local.py	109	def test_close_during_in_flight_escalates(dist_cli):	CODE
LOW	sdks/python/tests/test_unit_env_and_surface.py	26	def test_surface_parity_identical():	CODE
LOW⚡	sdks/python/tests/test_unit_env_and_surface.py	45	def test_sdk_local_kwargs_never_in_manifest():	CODE
LOW⚡	sdks/python/tests/test_unit_env_and_surface.py	51	def test_base_url_explicit_beats_env(monkeypatch):	CODE
LOW⚡	sdks/python/tests/test_unit_env_and_surface.py	57	def test_base_url_env_used_when_no_arg(monkeypatch):	CODE
LOW⚡	sdks/python/tests/test_unit_env_and_surface.py	63	def test_base_url_default_when_nothing():	CODE
LOW⚡	sdks/python/tests/test_unit_env_and_surface.py	68	def test_token_explicit_beats_env(monkeypatch):	CODE
LOW⚡	sdks/python/tests/test_unit_env_and_surface.py	74	def test_token_env_not_read_when_arg_given(monkeypatch):	CODE
LOW⚡	sdks/python/tests/test_unit_env_and_surface.py	83	def test_token_env_used_when_no_arg(monkeypatch):	CODE
LOW⚡	sdks/python/tests/test_unit_env_and_surface.py	89	def test_wigolo_local_env_triggers_embedded(monkeypatch):	CODE
LOW	sdks/python/tests/test_unit_env_and_surface.py	110	def test_local_false_explicit_disables_even_with_env(monkeypatch):	CODE
LOW	sdks/python/tests/test_unit_env_and_surface.py	117	def test_local_mode_ignores_base_url(monkeypatch):	CODE
LOW	sdks/python/tests/test_runtime_drift.py	19	def test_resolved_command_inside_checkout():	CODE
LOW	sdks/python/tests/test_runtime_drift.py	45	def test_manifest_paths_match_server(openapi):	CODE
LOW	sdks/python/tests/test_runtime_drift.py	79	def test_manifest_params_and_required_match(openapi):	CODE
LOW	sdks/python/tests/test_runtime_drift.py	95	def test_response_keys_subset_of_server(openapi):	CODE
LOW⚡	sdks/python/tests/test_unit_transport.py	86	def test_auth_header_present_when_token(server):	CODE
LOW⚡	sdks/python/tests/test_unit_transport.py	94	def test_auth_header_absent_when_no_token(server):	CODE
LOW⚡	sdks/python/tests/test_unit_transport.py	102	def test_none_values_omitted_from_body(server):	CODE
LOW⚡	sdks/python/tests/test_unit_transport.py	110	def test_error_mapping_with_envelope(server):	CODE
LOW	sdks/python/tests/test_unit_transport.py	129	def test_error_mapping_retry_after_header(server):	CODE
LOW	sdks/python/tests/test_unit_transport.py	141	def test_error_mapping_unparseable_body(server):	CODE
LOW	sdks/python/tests/test_unit_transport.py	164	def test_connection_refused_names_local_client():	CODE
LOW	sdks/python/tests/test_unit_transport.py	172	def test_per_tool_default_timeouts(server, monkeypatch):	CODE
LOW	sdks/python/tests/test_unit_transport.py	193	def test_per_call_timeout_overrides_default(server, monkeypatch):	CODE
LOW	sdks/python/tests/test_unit_transport.py	209	def test_client_timeout_overrides_manifest_default(server, monkeypatch):	CODE
LOW	sdks/python/tests/test_unit_transport.py	225	def test_health_returns_verbatim(server):	CODE
LOW	sdks/python/tests/test_unit_transport.py	269	def test_crawl_map_response_verbatim(server):	CODE
LOW	sdks/python/tests/test_unit_transport.py	277	def test_loopback_bypasses_ambient_http_proxy(server, monkeypatch):	CODE
LOW⚡	sdks/python/tests/test_unit_local.py	32	def test_wigolo_cli_json_list_parsed(monkeypatch):	CODE
LOW⚡	sdks/python/tests/test_unit_local.py	37	def test_wigolo_cli_single_path_with_spaces(monkeypatch):	CODE
LOW⚡	sdks/python/tests/test_unit_local.py	42	def test_wigolo_cli_invalid_json_list_raises(monkeypatch):	CODE
LOW⚡	sdks/python/tests/test_unit_local.py	48	def test_cli_not_found_actionable(monkeypatch):	CODE
LOW⚡	sdks/python/tests/test_unit_local.py	56	def test_spawn_and_reuse_owned(monkeypatch):	CODE
LOW	sdks/python/tests/test_unit_local.py	90	def test_stale_daemon_predates_rest(monkeypatch):	CODE
LOW	sdks/python/tests/test_unit_local.py	118	def test_child_exit_immediately_actionable(monkeypatch):	CODE
LOW⚡	sdks/python/tests/test_unit_local.py	129	def test_file_not_found_mapping(monkeypatch):	CODE
LOW⚡	sdks/python/tests/test_unit_local.py	138	def test_client_local_true_uses_daemon(monkeypatch):	CODE
LOW⚡	sdks/python/tests/test_unit_local.py	148	def test_bad_env_port_non_numeric_raises(monkeypatch):	CODE
LOW⚡	sdks/python/tests/test_unit_local.py	157	def test_bad_port_out_of_range_raises(monkeypatch):	CODE
LOW⚡	sdks/python/tests/test_unit_local.py	165	def test_spawn_error_stderr_redacts_token(monkeypatch):	CODE
LOW	sdks/python/src/wigolo/_client.py	281	def _health_report_from_error(exc: WigoloAPIError) -> Optional[dict[str, Any]]:	CODE
LOW	tests/unit/search/engine-telemetry.test.ts	220	function makeHttpStatusFailingEntry(name: string, status: number): EngineEntry {	CODE
LOW	benchmarks/agent/report.ts	6	export function generateAgentMarkdownReport(report: AgentBenchmarkReport): string {	CODE
LOW	benchmarks/search/report.ts	109	export function generateSearchMarkdownReport(report: SearchBenchmarkReport): string {	CODE
LOW	benchmarks/search/metrics.ts	125	export function computeLatencyPercentiles(latencies: number[]): LatencyPercentiles {	CODE
LOW	packages/wigolo-crewai/tests/test_core.py	17	def test_run_search_maps_args_and_returns_json(mock_client):	CODE
LOW	packages/wigolo-crewai/tests/test_core.py	37	def test_run_search_drops_none_so_sdk_defaults_apply(mock_client):	CODE
LOW	packages/wigolo-crewai/tests/test_core.py	56	def test_run_research_maps_args(mock_client):	CODE
LOW	packages/wigolo-crewai/tests/test_core.py	78	def test_run_extract_maps_args(mock_client):	CODE
LOW	packages/wigolo-crewai/tests/test_core.py	101	def test_wigolo_error_becomes_clean_json_string(mock_client, runner, method, args):	CODE
LOW	packages/wigolo-crewai/tests/test_core.py	114	def test_build_client_constructs_wigolo_client(monkeypatch):	CODE
LOW⚡	packages/wigolo-crewai/tests/test_tools.py	36	def test_tool_instantiates_with_expected_metadata(cls, name, schema, mock_client):	CODE
LOW⚡	packages/wigolo-crewai/tests/test_tools.py	43	def test_search_tool_delegates_to_core(mock_client):	CODE
LOW⚡	packages/wigolo-crewai/tests/test_tools.py	53	def test_fetch_tool_delegates_to_core(mock_client):	CODE
119 more matches not shown…

Decorative Section Separators63 hits · 195 pts

Severity	File	Line	Snippet	Context
MEDIUM⚡	packaging/install.sh	28	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	packaging/install.sh	30	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	packaging/install.sh	40	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	packaging/install.sh	42	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	packaging/install.sh	49	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	packaging/install.sh	51	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	packaging/install.sh	67	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	packaging/install.sh	70	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	packaging/install.sh	94	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	packaging/install.sh	96	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	packaging/install.sh	121	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	packaging/install.sh	123	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	packaging/install.sh	200	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	packaging/install.sh	203	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	packaging/install.sh	244	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	packaging/install.sh	247	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	packaging/install.sh	267	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	packaging/install.sh	270	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	packaging/install.sh	300	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	packaging/install.sh	304	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	packaging/install.sh	320	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	packaging/install.sh	322	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	packaging/install.sh	333	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	packaging/install.sh	335	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	packaging/install.sh	361	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	packaging/install.sh	363	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	benchmarks/embedding/runner.ts	38	// ── Math helpers ─────────────────────────────────────────────────────────────	COMMENT
MEDIUM	benchmarks/embedding/runner.ts	69	// ── Fixture types ─────────────────────────────────────────────────────────────	COMMENT
MEDIUM	benchmarks/embedding/runner.ts	91	// ── Result types ──────────────────────────────────────────────────────────────	COMMENT
MEDIUM	benchmarks/embedding/runner.ts	126	// ── Main ──────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	benchmarks/search/rerank-quality.ts	39	// ── Math helpers ─────────────────────────────────────────────────────────────	COMMENT
MEDIUM	benchmarks/search/rerank-quality.ts	59	// ── Fixture types ─────────────────────────────────────────────────────────────	COMMENT
MEDIUM	benchmarks/search/rerank-quality.ts	81	// ── Result types ──────────────────────────────────────────────────────────────	COMMENT
MEDIUM	benchmarks/search/rerank-quality.ts	115	// ── Main ──────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	scripts/verify-channel-rest.sh	179	# ── build ────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	scripts/verify-channel-rest.sh	185	# ── instance 1: open loopback mode ─────────────────────────────────────────────	COMMENT
MEDIUM	scripts/verify-channel-rest.sh	269	# ── instance 2: token mode + shim on ───────────────────────────────────────────	COMMENT
MEDIUM⚡	scripts/verify-channel-docker.sh	264	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	scripts/verify-channel-docker.sh	266	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	scripts/verify-channel-docker.sh	270	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	scripts/verify-channel-docker.sh	272	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	scripts/verify-channel-docker.sh	63	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	scripts/verify-channel-docker.sh	65	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	scripts/verify-channel-docker.sh	83	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	scripts/verify-channel-docker.sh	85	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	scripts/verify-channel-docker.sh	102	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	scripts/verify-channel-docker.sh	104	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	scripts/verify-channel-docker.sh	116	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	scripts/verify-channel-docker.sh	119	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	scripts/verify-channel-docker.sh	149	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	scripts/verify-channel-docker.sh	155	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	scripts/verify-channel-docker.sh	183	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	scripts/verify-channel-docker.sh	186	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	scripts/verify-channel-docker.sh	209	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	scripts/verify-channel-docker.sh	211	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	scripts/verify-channel-docker.sh	244	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	scripts/verify-channel-docker.sh	246	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	.github/workflows/release.yml	84	# ---------------------------------------------------------------------	COMMENT
MEDIUM	.github/workflows/release.yml	95	# ---------------------------------------------------------------------	COMMENT
MEDIUM	src/daemon/rest/errors.ts	110	// ── StageResult status mapping ──────────────────────────────────────────────	COMMENT
3 more matches not shown…

Over-Commented Block144 hits · 143 pts

Severity	File	Line	Snippet	Context
LOW	packaging/install.sh	1	#!/bin/sh	COMMENT
LOW	packaging/compose.serve.yml	1	# wigolo in HTTP serve mode (StreamableHTTP + SSE MCP transport).	COMMENT
LOW	packaging/compose.serve.yml	41	#	COMMENT
LOW	packaging/homebrew/wigolo.rb	1	# Homebrew formula for wigolo.	COMMENT
LOW	packaging/homebrew/wigolo.rb	21	# Optional: uncomment once the npm dist-tag is stable to auto-detect new	COMMENT
LOW	packaging/binary/pack.sh	1	#!/usr/bin/env bash	COMMENT
LOW	tests/setup.ts	41	// optionalDependency, and `stealthDriver` defaults to 'auto' — so the dedicated	COMMENT
LOW	tests/unit/package-deps.test.ts	41	//	COMMENT
LOW	tests/unit/research/pipeline-score-floor.test.ts	141	// WHY (C1 breadth wobble): the cross-encoder scores a moderately-relevant	COMMENT
LOW	tests/unit/research/pipeline-score-floor.test.ts	181	// So any fixed absolute floor (0 or -0.35) collapses breadth.	COMMENT
LOW	tests/unit/research/pipeline-breadth.test.ts	81	it('keeps a wide on-topic set at the larger window while url-shape junk is still dropped', async () => {	COMMENT
LOW	tests/unit/tools/fetch.silent-failures.test.ts	141		COMMENT
LOW	tests/unit/tools/extract.test.ts	701	});	COMMENT
LOW	tests/unit/tools/extract.test.ts	741		COMMENT
LOW	tests/unit/tools/search.images.test.ts	1	// Integration test at the MCP tool boundary for the	COMMENT
LOW	tests/unit/tools/search-filtering.test.ts	1	// Search filtering at the MCP tool boundary, exercised against the CORE	COMMENT
LOW	tests/unit/cache/diff-engine.test.ts	201	// Words far from the change must not appear in hunks.	COMMENT
LOW	tests/unit/cli/doctor-isolated.test.ts	1	// Unit coverage for the doctor subprocess-isolation wrapper added in P4.	COMMENT
LOW	tests/unit/cli/doctor-isolated.test.ts	181	// ---------------------------------------------------------------------------	COMMENT
LOW	tests/unit/cli/doctor-isolated.test.ts	281	// so we cannot synthesize a realistic throw through the public surface	COMMENT
LOW	tests/unit/search/find-similar.test.ts	441	// widget framework" returned 5 cache hits with normalized relevance_score	COMMENT
LOW	tests/unit/search/mojeek-probe-only.test.ts	1	// Mojeek probe-only by default (burst-load resilience, fix d).	COMMENT
LOW	tests/unit/search/burst-cascade.test.ts	1	// Burst-load engine-pool resilience: failure-class breaker cooldowns +	COMMENT
LOW	tests/unit/search/engine-throttle.test.ts	1	// Throttle-as-skip: a per-engine minimum inter-request interval.	COMMENT
LOW	tests/unit/search/engine-soft-deadline.test.ts	1	// Soft-deadline on parallel engine dispatch + session-scoped adaptive	COMMENT
LOW	tests/unit/search/degraded-recovery.test.ts	1	// Degraded-dispatch recovery wave (burst-load resilience, fix a + d).	COMMENT
LOW	tests/unit/search/v1/orchestrator.test.ts	1161	});	COMMENT
LOW	tests/unit/search/core/rerank-fold.test.ts	221	// it cannot ride a gamed cross-encoder logit into the confidently-relevant	COMMENT
LOW	tests/unit/search/engines/ddg-image.test.ts	1	// DDG Image search adapter.	COMMENT
LOW	tests/unit/fetch/playwright-tier.hydration-gate.test.ts	1	import { describe, it, expect, vi, beforeEach, afterEach } from 'vitest';	COMMENT
LOW	tests/unit/fetch/browser-pool.challenge.test.ts	1	import { describe, it, expect, vi, beforeEach, afterEach } from 'vitest';	COMMENT
LOW	tests/unit/fetch/browser-pool.challenge.test.ts	21	widgetBox: { x: number; y: number; width: number; height: number } \| null;	COMMENT
LOW	tests/unit/fetch/browser-pool.challenge.test.ts	141	});	COMMENT
LOW	tests/unit/extraction/brand-palette.test.ts	281	it('only decodes frame 1 of a multi-frame GIF — frame 2 pixels must not leak into palette', async () => {	COMMENT
LOW	tests/unit/extraction/v1/routed.test.ts	201	// but classifyContent should not be the gate.	COMMENT
LOW	tests/unit/extraction/v1/pdf.test.ts	1	// arxiv PDF fetch error'd out and killed paper retrieval. Root cause:	COMMENT
LOW	tests/integration/extract-pipeline-v1.test.ts	21	// the hand-built shell above, this carries react.dev's real layout: <main> and the	COMMENT
LOW	tests/integration/search-adapter-quality.test.ts	1	// Integration coverage for the adapter quality push at the	COMMENT
LOW	tests/integration/extract-wikipedia-chrome.test.ts	1	// Integration test at the tool boundary for Wikipedia chrome filtering:	COMMENT
LOW	tests/integration/fetch-site-data.test.ts	1	// Integration test for P1: site-extractor structured-JSON passthrough on fetch().	COMMENT
LOW	tests/integration/setup-roundtrip.test.ts	241		COMMENT
LOW	tests/integration/search-rerank-fold.test.ts	101	// D4 mechanism fixture (the live incident, deterministic): all-but-one engine	COMMENT
LOW	tests/integration/search-filtering-pipeline.test.ts	1	// Search filtering pipeline integration at the MCP tool boundary, exercised	COMMENT
LOW	tests/e2e/doctor-clean-exit.e2e.test.ts	1	// E2E regression for the doctor exit-134 (libc++ mutex) crash.	COMMENT
LOW	examples/vercel-ai-sdk-tools/tools.ts	41	// import { generateText } from 'ai';	COMMENT
LOW	examples/watch-changelog-webhook/watch.sh	1	#!/usr/bin/env bash	COMMENT
LOW	examples/rest-curl/demo.sh	1	#!/usr/bin/env bash	COMMENT
LOW	scripts/verify-channel-brew.sh	1	#!/usr/bin/env bash	COMMENT
LOW	scripts/verify-channel-sh.sh	1	#!/usr/bin/env bash	COMMENT
LOW	scripts/verify-channel-binary.sh	1	#!/usr/bin/env bash	COMMENT
LOW	scripts/verify-channel-rest.sh	1	#!/bin/sh	COMMENT
LOW	scripts/verify-channel-rest.sh	21	# flag off -> POST /compat/firecrawl/v1/scrape -> 404	COMMENT
LOW	scripts/verify-channel-npm.sh	1	#!/usr/bin/env bash	COMMENT
LOW	scripts/verify-channel-docker.sh	1	#!/usr/bin/env bash	COMMENT
LOW	.github/FUNDING.yml	1	# Ways to support wigolo, for the repo's "Sponsor this project" sidebar.	COMMENT
LOW	.github/workflows/release.yml	81	fi	COMMENT
LOW	.github/workflows/binary-build.yml	1	# Single-file binary channel (spec D1, slice S-P1-BIN).	COMMENT
LOW	.github/workflows/ci.yml	61	- run: npm run build	COMMENT
LOW	src/server.ts	321	// call needs a permission prompt, so each one describes the WIDEST behaviour	COMMENT
LOW	src/research/render-brief.ts	1	import type { ResearchBrief, ResearchSource, CrossReference } from '../types.js';	COMMENT
84 more matches not shown…

Cross-Language Confusion (JS/TS)22 hits · 142 pts

Severity	File	Line	Snippet	Context
HIGH	…s/unit/extraction/site-extractors/docs-generic.test.ts	137	print("Hello, world!")</code></pre>	CODE
HIGH	src/cli/doctor.ts	298	print('');	CODE
HIGH	src/cli/doctor.ts	299	print('[wigolo doctor] Engine probes (live):');	CODE
HIGH	src/cli/doctor.ts	311	print(` ${name.padEnd(15)} ok (${Date.now() - t0}ms, ${results.length} results)`);	CODE
HIGH	src/cli/doctor.ts	313	print(` ${name.padEnd(15)} error (${errorLine(err)})`);	CODE
HIGH	src/cli/init.ts	153	print(`Component setup failed: ${message}`);	CODE
HIGH	src/cli/init.ts	154	print('Fix: re-run `wigolo warmup --all` — components also lazy-retry on first use.');	CODE
HIGH⚡	src/cli/init.ts	180	print('');	CODE
HIGH⚡	src/cli/init.ts	181	print(' Component setup:');	CODE
HIGH⚡	src/cli/init.ts	185	print(` ✓ ${label[key]}: ready`);	CODE
HIGH⚡	src/cli/init.ts	189	print(` ○ ${label[key]}: skipped (${detail})`);	CODE
HIGH⚡	src/cli/init.ts	194	print(` ✗ ${label[key]}: failed${err ? ` — ${err}` : ''}`);	CODE
HIGH⚡	src/cli/init.ts	195	print(` Fix: ${fix[key]}`);	CODE
HIGH⚡	src/cli/init.ts	201	print('');	CODE
HIGH⚡	src/cli/init.ts	202	print(' Diagnostics (doctor cold checks):');	CODE
HIGH⚡	src/cli/init.ts	206	print(` ${glyph} ${c.name}: ${c.status}${c.detail ? ` — ${c.detail}` : ''}`);	CODE
HIGH⚡	src/cli/init.ts	241	print(` ${ok(`Skills installed (${written} file${written === 1 ? '' : 's'} written)`)}`);	CODE
HIGH⚡	src/cli/init.ts	243	print(` ${ok('Skills up to date (no changes)')}`);	CODE
HIGH⚡	src/cli/init.ts	246	print(` ${warn(`${refused} skill path(s) left untouched (modified or protected)`)}`);	CODE
HIGH⚡	src/cli/init.ts	250	print(` ${warn(`Skills skipped: ${message}`)}`);	CODE
HIGH	src/cli/init.ts	420	print(PRECACHE_HINT);	CODE
HIGH	src/cli/init.ts	532	print(PRECACHE_HINT);	CODE

Empty Error Handlers17 hits · 85 pts

Severity	File	Line	Snippet	Context
HIGH	sdks/python/tests/conftest.py	67	except Exception:	CODE
HIGH	sdks/python/tests/test_integration_local.py	148	except Exception:	CODE
HIGH	sdks/python/tests/test_integration_local.py	59	except Exception:	CODE
HIGH	sdks/python/tests/test_integration_local.py	133	except Exception:	CODE
HIGH	sdks/python/tests/test_integration.py	35	except Exception:	CODE
HIGH	sdks/python/src/wigolo/_local.py	186	except Exception:	CODE
HIGH	sdks/python/src/wigolo/_local.py	226	except subprocess.TimeoutExpired:	CODE
HIGH	sdks/python/src/wigolo/_local.py	234	except Exception:	CODE
HIGH	sdks/python/src/wigolo/_local.py	248	except Exception:	CODE
HIGH	sdks/python/src/wigolo/_local.py	210	except Exception:	CODE
HIGH	sdks/python/src/wigolo/_local.py	214	except Exception:	CODE
HIGH	packages/wigolo-llamaindex/wigolo_llamaindex/client.py	101	except ProcessLookupError:	CODE
HIGH	packages/wigolo-llamaindex/wigolo_llamaindex/client.py	194	except asyncio.CancelledError:	CODE
HIGH	packages/wigolo-llamaindex/wigolo_llamaindex/client.py	205	except ProcessLookupError:	CODE
HIGH	packages/wigolo-langchain/wigolo_langchain/client.py	104	except ProcessLookupError:	CODE
HIGH	packages/wigolo-langchain/wigolo_langchain/client.py	208	except asyncio.CancelledError:	CODE
HIGH	packages/wigolo-langchain/wigolo_langchain/client.py	219	except ProcessLookupError:	CODE

Unused Imports81 hits · 81 pts

Severity	File	Line	Context
LOW	sdks/python/tests/conftest.py	8	CODE
LOW	sdks/python/tests/conftest.py	14	CODE
LOW	sdks/python/tests/test_package_build.py	7	CODE
LOW	sdks/python/tests/test_package_build.py	22	CODE
LOW	sdks/python/tests/_fake_serve.py	15	CODE
LOW	sdks/python/tests/test_unit_async.py	3	CODE
LOW	sdks/python/tests/test_integration_local.py	10	CODE
LOW	sdks/python/tests/test_unit_env_and_surface.py	3	CODE
LOW	sdks/python/tests/test_integration.py	7	CODE
LOW	sdks/python/tests/test_runtime_drift.py	8	CODE
LOW	sdks/python/tests/test_unit_transport.py	8	CODE
LOW	sdks/python/tests/test_unit_local.py	3	CODE
LOW	sdks/python/src/wigolo/_manifest.py	14	CODE
LOW	sdks/python/src/wigolo/_local.py	11	CODE
LOW	sdks/python/src/wigolo/_errors.py	10	CODE
LOW	sdks/python/src/wigolo/__init__.py	9	CODE
LOW	sdks/python/src/wigolo/__init__.py	11	CODE
LOW	sdks/python/src/wigolo/__init__.py	12	CODE
LOW	sdks/python/src/wigolo/__init__.py	13	CODE
LOW	sdks/python/src/wigolo/__init__.py	13	CODE
LOW	sdks/python/src/wigolo/__init__.py	13	CODE
LOW	sdks/python/src/wigolo/__init__.py	14	CODE
LOW	sdks/python/src/wigolo/_aio.py	14	CODE
LOW	sdks/python/src/wigolo/_client.py	8	CODE
LOW	sdks/python/src/wigolo/_client.py	21	CODE
LOW	packages/wigolo-crewai/tests/conftest.py	8	CODE
LOW	packages/wigolo-crewai/tests/test_core.py	3	CODE
LOW	packages/wigolo-crewai/tests/test_tools.py	8	CODE
LOW	packages/wigolo-crewai/wigolo_crewai/tools.py	7	CODE
LOW	packages/wigolo-crewai/wigolo_crewai/__init__.py	10	CODE
LOW	packages/wigolo-crewai/wigolo_crewai/__init__.py	14	CODE
LOW	packages/wigolo-crewai/wigolo_crewai/__init__.py	14	CODE
LOW	packages/wigolo-crewai/wigolo_crewai/__init__.py	14	CODE
LOW	packages/wigolo-crewai/wigolo_crewai/__init__.py	14	CODE
LOW	packages/wigolo-crewai/wigolo_crewai/__init__.py	14	CODE
LOW	packages/wigolo-crewai/wigolo_crewai/__init__.py	14	CODE
LOW	packages/wigolo-crewai/wigolo_crewai/__init__.py	22	CODE
LOW	packages/wigolo-crewai/wigolo_crewai/__init__.py	22	CODE
LOW	packages/wigolo-crewai/wigolo_crewai/__init__.py	22	CODE
LOW	packages/wigolo-crewai/wigolo_crewai/__init__.py	22	CODE
LOW	packages/wigolo-crewai/wigolo_crewai/__init__.py	22	CODE
LOW	packages/wigolo-crewai/wigolo_crewai/__init__.py	31	CODE
LOW	packages/wigolo-crewai/wigolo_crewai/__init__.py	31	CODE
LOW	packages/wigolo-crewai/wigolo_crewai/__init__.py	31	CODE
LOW	packages/wigolo-crewai/wigolo_crewai/__init__.py	31	CODE
LOW	packages/wigolo-crewai/wigolo_crewai/__init__.py	31	CODE
LOW	packages/wigolo-crewai/wigolo_crewai/__init__.py	31	CODE
LOW	packages/wigolo-crewai/wigolo_crewai/types.py	8	CODE
LOW	packages/wigolo-crewai/wigolo_crewai/_core.py	9	CODE
LOW	packages/wigolo-llamaindex/tests/test_reader.py	3	CODE
LOW	packages/wigolo-llamaindex/tests/test_reader.py	5	CODE
LOW	packages/wigolo-llamaindex/tests/test_reader.py	6	CODE
LOW	packages/wigolo-llamaindex/tests/conftest.py	3	CODE
LOW	packages/wigolo-llamaindex/tests/test_client.py	3	CODE
LOW	packages/wigolo-llamaindex/wigolo_llamaindex/client.py	3	CODE
LOW	…ckages/wigolo-llamaindex/wigolo_llamaindex/__init__.py	3	CODE
LOW	…ckages/wigolo-llamaindex/wigolo_llamaindex/__init__.py	4	CODE
LOW	…ckages/wigolo-llamaindex/wigolo_llamaindex/__init__.py	4	CODE
LOW	packages/wigolo-llamaindex/wigolo_llamaindex/types.py	3	CODE
LOW	packages/wigolo-llamaindex/wigolo_llamaindex/reader.py	3	CODE
21 more matches not shown…

Excessive Try-Catch Wrapping33 hits · 36 pts

Severity	File	Line	Snippet	Context
LOW	sdks/python/tests/conftest.py	67	except Exception:	CODE
LOW	sdks/python/tests/conftest.py	79	except Exception:	CODE
LOW	sdks/python/tests/conftest.py	142	except Exception:	CODE
LOW	sdks/python/tests/test_package_build.py	25	except Exception:	CODE
MEDIUM	sdks/python/tests/test_package_build.py	20	def _have_build() -> bool:	CODE
LOW	sdks/python/tests/test_integration_local.py	41	except Exception:	CODE
LOW	sdks/python/tests/test_integration_local.py	59	except Exception:	CODE
LOW	sdks/python/tests/test_integration_local.py	133	except Exception:	CODE
LOW	sdks/python/tests/test_integration_local.py	148	except Exception:	CODE
MEDIUM	sdks/python/tests/test_integration_local.py	145	def _fetch():	CODE
LOW	sdks/python/tests/test_integration.py	32	except Exception:	CODE
LOW	sdks/python/tests/test_integration.py	35	except Exception:	CODE
LOW	sdks/python/src/wigolo/_local.py	186	except Exception:	CODE
LOW	sdks/python/src/wigolo/_local.py	210	except Exception:	CODE
LOW	sdks/python/src/wigolo/_local.py	214	except Exception:	CODE
LOW	sdks/python/src/wigolo/_local.py	234	except Exception:	CODE
LOW	sdks/python/src/wigolo/_local.py	248	except Exception:	CODE
MEDIUM	sdks/python/src/wigolo/_local.py	183	def _atexit_close(self) -> None:	CODE
LOW	sdks/python/src/wigolo/_client.py	218	except Exception: # pragma: no cover - defensive	CODE
LOW	packages/wigolo-llamaindex/wigolo_llamaindex/client.py	83	except Exception as exc:	CODE
LOW	packages/wigolo-llamaindex/wigolo_llamaindex/client.py	103	except Exception as exc:	CODE
LOW	packages/wigolo-llamaindex/wigolo_llamaindex/client.py	122	except Exception as exc:	CODE
LOW	packages/wigolo-llamaindex/wigolo_llamaindex/client.py	196	except Exception as exc:	CODE
LOW	packages/wigolo-llamaindex/wigolo_llamaindex/reader.py	66	except Exception as exc:	CODE
LOW	packages/wigolo-llamaindex/wigolo_llamaindex/reader.py	78	except Exception as exc:	CODE
LOW	packages/wigolo-llamaindex/wigolo_llamaindex/reader.py	186	except Exception as exc:	CODE
LOW	…ckages/wigolo-langchain/wigolo_langchain/retrievers.py	86	except Exception as exc:	CODE
LOW	packages/wigolo-langchain/wigolo_langchain/client.py	86	except Exception as exc:	CODE
LOW	packages/wigolo-langchain/wigolo_langchain/client.py	106	except Exception as exc:	CODE
LOW	packages/wigolo-langchain/wigolo_langchain/client.py	125	except Exception as exc:	CODE
LOW	packages/wigolo-langchain/wigolo_langchain/client.py	210	except Exception as exc:	CODE
LOW	packages/wigolo-langchain/wigolo_langchain/tools.py	118	except Exception as exc:	CODE
LOW	packages/wigolo-langchain/wigolo_langchain/tools.py	210	except Exception as exc:	CODE

Fake / Example Data32 hits · 32 pts

Severity	File	Line	Snippet	Context
LOW	tests/unit/research/source-validation.test.ts	201	const longOffTopic = Array.from({ length: 120 }, () => 'lorem ipsum dolor sit amet').join(' ');	CODE
LOW	tests/unit/research/source-validation.test.ts	201	const longOffTopic = Array.from({ length: 120 }, () => 'lorem ipsum dolor sit amet').join(' ');	CODE
LOW	tests/unit/tools/extract.test.ts	570	const filler = 'lorem ipsum dolor sit amet '.repeat(8).trim();	CODE
LOW	tests/unit/tools/extract.test.ts	570	const filler = 'lorem ipsum dolor sit amet '.repeat(8).trim();	CODE
LOW	tests/unit/tools/agent.test.ts	336	const longMarkdown = '# Heading\n\n' + 'Lorem ipsum dolor sit amet. '.repeat(80);	CODE
LOW	tests/unit/tools/agent.test.ts	336	const longMarkdown = '# Heading\n\n' + 'Lorem ipsum dolor sit amet. '.repeat(80);	CODE
LOW	tests/unit/tools/fetch.test.ts	593	const fullBody = '# Big\n\n' + 'lorem ipsum dolor sit amet '.repeat(4000);	CODE
LOW	tests/unit/tools/fetch.test.ts	593	const fullBody = '# Big\n\n' + 'lorem ipsum dolor sit amet '.repeat(4000);	CODE
LOW	tests/unit/search/core/lexical-alignment.test.ts	41	const a = lexicalAlignment('', 'pgvector docs', 'lorem ipsum');	CODE
LOW	tests/unit/fetch/challenge-classify.test.ts	98	<p>${'Lorem ipsum dolor sit amet, consectetur adipiscing elit. '.repeat(40)}</p>	CODE
LOW	tests/unit/fetch/challenge-classify.test.ts	98	<p>${'Lorem ipsum dolor sit amet, consectetur adipiscing elit. '.repeat(40)}</p>	CODE
LOW	tests/unit/extraction/schema.test.ts	145	expect(result.brand).toBe('Acme Corp');	CODE
LOW	tests/unit/extraction/extract.test.ts	113	<meta name="author" content="John Doe">	CODE
LOW	tests/unit/extraction/extract.test.ts	122	author: 'John Doe',	CODE
LOW	tests/unit/extraction/brand-honesty.test.ts	69	<body><header><a href="/"><img src="/logo.svg" alt="Acme Corp"></a></header></body></html>`;	CODE
LOW	tests/unit/extraction/brand-honesty.test.ts	71	expect(out.name).toBe('Acme Corp');	CODE
LOW	tests/unit/extraction/jsonld.test.ts	27	expect(author.name).toBe('Jane Doe');	CODE
LOW	tests/unit/extraction/schema-truth-perf.test.ts	86	const sourceText = ('lorem ipsum dolor sit amet, consectetur adipiscing elit. ' as string).repeat(	CODE
LOW	tests/unit/extraction/schema-truth-perf.test.ts	86	const sourceText = ('lorem ipsum dolor sit amet, consectetur adipiscing elit. ' as string).repeat(	CODE
LOW	tests/unit/extraction/v1/schemas/JobPosting.test.ts	20	name: 'Acme Corp',	CODE
LOW	tests/unit/extraction/v1/schemas/JobPosting.test.ts	46	expect(result!.hiringOrganization).toBe('Acme Corp');	CODE
LOW	tests/unit/extraction/v1/schemas/JobPosting.test.ts	63	<meta property="job:hiring_organization" content="Acme Corp">	CODE
LOW	tests/unit/extraction/v1/schemas/JobPosting.test.ts	69	expect(result!.hiringOrganization).toBe('Acme Corp');	CODE
LOW	tests/integration/search-pipeline.test.ts	16	const filler = 'Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed do eiusmod tempor incididunt ut labor	CODE
LOW	tests/integration/search-pipeline.test.ts	16	const filler = 'Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed do eiusmod tempor incididunt ut labor	CODE
LOW	tests/integration/fetch/spa-settle-corpus/fixtures.ts	8	Array.from({ length: 6 }, (_, i) => `<p>${ARTICLE_MARKER} paragraph ${i} ${'lorem ipsum dolor sit amet '.repeat(8)}</p	CODE
LOW	tests/integration/fetch/spa-settle-corpus/fixtures.ts	8	Array.from({ length: 6 }, (_, i) => `<p>${ARTICLE_MARKER} paragraph ${i} ${'lorem ipsum dolor sit amet '.repeat(8)}</p	CODE
LOW	tests/perf/embedding.bench.ts	21	const LONG = 'Lorem ipsum dolor sit amet, consectetur adipiscing elit. '.repeat(60);	CODE
LOW	tests/perf/embedding.bench.ts	21	const LONG = 'Lorem ipsum dolor sit amet, consectetur adipiscing elit. '.repeat(60);	CODE
LOW	benchmarks/perf/tool-latency.ts	111	<body><article><h1>Headline</h1><p>${'Lorem ipsum dolor sit amet. '.repeat(40)}</p>	CODE
LOW	benchmarks/perf/tool-latency.ts	111	<body><article><h1>Headline</h1><p>${'Lorem ipsum dolor sit amet. '.repeat(40)}</p>	CODE
LOW	benchmarks/perf/tool-latency.ts	122	['paragraph: ' + 'lorem ipsum '.repeat(30)],	CODE

Structural Annotation Overuse14 hits · 22 pts

Severity	File	Line	Snippet	Context
LOW	sdks/python/src/wigolo/_local.py	336	# Step 2: probe existing daemon.	COMMENT
LOW	sdks/python/src/wigolo/_local.py	354	# Step 3: connection refused -> spawn.	COMMENT
LOW	sdks/typescript/src/local.ts	283	// Step 2: probe an existing daemon.	COMMENT
LOW	sdks/typescript/src/local.ts	297	// Step 3: connection refused → spawn our own.	COMMENT
LOW⚡	sdks/typescript/src/local.ts	382	// Step 4: poll /health until 200 within budget.	COMMENT
LOW⚡	sdks/typescript/src/local.ts	386	// Step 5: concurrent-spawn race — a rival may have won the port bind.	COMMENT
LOW	…/unit/cli/tui/components/WizardSteps.ceremony.test.tsx	64	// Step 2: system check resolves; Enter on Continue row → Step 3	COMMENT
LOW	benchmarks/agent/task-executor.ts	61	// Step 1: Search	COMMENT
LOW	skills/wigolo-find-similar/SKILL.md	77	// Step 1: crawl to populate cache with embeddings	COMMENT
LOW	skills/wigolo-find-similar/SKILL.md	80	// Step 2: now find_similar has real semantic signal	COMMENT
LOW	skills/wigolo/rules/cache-first.md	36	// Step 1: check cache	COMMENT
LOW	skills/wigolo/rules/cache-first.md	39	// Step 2: if empty, search	COMMENT
LOW	src/search/language-filter.ts	77	// Step 1: drop invalid URLs first	COMMENT
LOW	src/search/language-filter.ts	89	// Step 2: per-engine batch language check	COMMENT

AI Structural Patterns19 hits · 19 pts

Severity	File	Line	Context
LOW	sdks/python/src/wigolo/_aio.py	108	CODE
LOW	sdks/python/src/wigolo/_aio.py	175	CODE
LOW	sdks/python/src/wigolo/_aio.py	216	CODE
LOW	sdks/python/src/wigolo/_aio.py	251	CODE
LOW	sdks/python/src/wigolo/_aio.py	280	CODE
LOW	sdks/python/src/wigolo/_aio.py	307	CODE
LOW	sdks/python/src/wigolo/_aio.py	344	CODE
LOW	sdks/python/src/wigolo/_aio.py	375	CODE
LOW	sdks/python/src/wigolo/_client.py	302	CODE
LOW	sdks/python/src/wigolo/_client.py	371	CODE
LOW	sdks/python/src/wigolo/_client.py	414	CODE
LOW	sdks/python/src/wigolo/_client.py	452	CODE
LOW	sdks/python/src/wigolo/_client.py	483	CODE
LOW	sdks/python/src/wigolo/_client.py	512	CODE
LOW	sdks/python/src/wigolo/_client.py	551	CODE
LOW	sdks/python/src/wigolo/_client.py	587	CODE
LOW	packages/wigolo-llamaindex/wigolo_llamaindex/reader.py	126	CODE
LOW	packages/wigolo-langchain/wigolo_langchain/tools.py	41	CODE
LOW	packages/wigolo-langchain/wigolo_langchain/tools.py	81	CODE

Verbosity Indicators10 hits · 16 pts

Severity	File	Line	Snippet	Context
LOW	sdks/python/src/wigolo/_local.py	336	# Step 2: probe existing daemon.	COMMENT
LOW	sdks/python/src/wigolo/_local.py	354	# Step 3: connection refused -> spawn.	COMMENT
LOW	sdks/typescript/src/local.ts	283	// Step 2: probe an existing daemon.	COMMENT
LOW	sdks/typescript/src/local.ts	297	// Step 3: connection refused → spawn our own.	COMMENT
LOW⚡	sdks/typescript/src/local.ts	382	// Step 4: poll /health until 200 within budget.	COMMENT
LOW⚡	sdks/typescript/src/local.ts	386	// Step 5: concurrent-spawn race — a rival may have won the port bind.	COMMENT
LOW	…/unit/cli/tui/components/WizardSteps.ceremony.test.tsx	64	// Step 2: system check resolves; Enter on Continue row → Step 3	COMMENT
LOW	benchmarks/agent/task-executor.ts	61	// Step 1: Search	COMMENT
LOW	src/search/language-filter.ts	77	// Step 1: drop invalid URLs first	COMMENT
LOW	src/search/language-filter.ts	89	// Step 2: per-engine batch language check	COMMENT

Modern AI Meta-Vocabulary5 hits · 13 pts

Severity	File	Line	Snippet	Context
MEDIUM	README.md	421	<sub>[TestMu AI](https://wigolo.app/go/testmu/?ref=readme) (formerly LambdaTest) is the world's first full-stack age	CODE
MEDIUM	tests/unit/cli/warmup-setup-json-contract.test.ts	11	// --- warmup mock scaffold (mirrors tests/unit/cli/warmup.test.ts) so the	COMMENT
MEDIUM	tests/unit/cli/warmup-setup-json-contract.test.ts	47	// --- setup-mcp mock scaffold (mirrors setup-mcp-non-interactive.test.ts). ---	COMMENT
MEDIUM	tests/unit/search/find-similar.test.ts	572	`# Retrieval augmented generation explainer ${i}\n\nA primer on retrieval augmented generation systems and patte	CODE
MEDIUM	packages/wigolo-llamaindex/README.md	50	### Use in a RAG Pipeline	COMMENT

Modern Structural Boilerplate12 hits · 12 pts

Severity	File	Line	Snippet	Context
LOW	sdks/python/src/wigolo/_local.py	31	__all__ = ["LocalDaemon", "ensure_local_daemon", "local_client"]	CODE
LOW	sdks/python/src/wigolo/__init__.py	18	__all__ = [	CODE
LOW	sdks/python/src/wigolo/_aio.py	22	__all__ = ["AsyncClient"]	CODE
LOW	sdks/python/src/wigolo/_client.py	23	__all__ = ["Client"]	CODE
LOW	packages/wigolo-crewai/wigolo_crewai/__init__.py	49	__all__ = [	CODE
LOW	packages/wigolo-llamaindex/wigolo_llamaindex/client.py	10	logger = logging.getLogger(__name__)	CODE
LOW	…ckages/wigolo-llamaindex/wigolo_llamaindex/__init__.py	6	__all__ = [	CODE
LOW	packages/wigolo-llamaindex/wigolo_llamaindex/reader.py	14	logger = logging.getLogger(__name__)	CODE
LOW	…ckages/wigolo-langchain/wigolo_langchain/retrievers.py	16	logger = logging.getLogger(__name__)	CODE
LOW	packages/wigolo-langchain/wigolo_langchain/client.py	10	logger = logging.getLogger(__name__)	CODE
LOW	packages/wigolo-langchain/wigolo_langchain/tools.py	19	logger = logging.getLogger(__name__)	CODE
LOW	packages/wigolo-langchain/wigolo_langchain/__init__.py	8	__all__ = [	CODE

AI Slop Vocabulary2 hits · 6 pts

Severity	File	Line	Snippet	Context
MEDIUM	tests/unit/search/v1/orchestrator.test.ts	310	// being months old. The robust parse must drop it.	COMMENT
MEDIUM	tests/unit/search/core/date-window.test.ts	4	// isDatedOutOfWindow is the robust per-result window predicate that replaced a	COMMENT

Deep Nesting1 hit · 1 pts

Severity	File	Line	Snippet	Context
LOW	sdks/python/tests/test_integration.py	22		CODE

Example Usage Blocks1 hit · 1 pts

Severity	File	Line	Snippet	Context
LOW	packaging/install.sh	4	# Usage:	COMMENT

KnockOutEZ/wigolo

Open-Source Code Quality, Security and Technical Debt Review