3.2

Adjusted Signal

3.2

Raw Pattern Score

100%

Time Factor

2026-11-01

Last Push

3.3K

Stars

JavaScript

Language

1.3M

Lines of Code

3.0K

Files

3.6K

Pattern Hits

2026-10-31

Scan Date

0.02

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 11.8/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 3137 finding(s).

Hallucinated Dependency & Supply Chain Risk 1.6/100 · LOW

Are imports declared and package/API names verified? 266 finding(s).

Agent Over-Engineering Ratio 12.4/100 · LOW

Are wrappers, guards, and repeated structures necessary? 3157 finding(s).

PR Review Velocity Impact 15.3/100 · LOW

Which changes need focused human review? 3592 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 2HIGH 53MEDIUM 144LOW 3393

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 3592 distinct pattern matches across 23 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 Identifiers2965 hits · 2841 pts

Severity	File	Line	Snippet	Context
LOW	domains/skill/platform-inspect.ts	58	export async function getPlatformRuleDestinations(	CODE
LOW	domains/skill/platform-inspect.ts	82	export async function getLegacyPlatformRuleDestinations(	CODE
LOW	domains/skill/platform-inspect.ts	204	function collectZcodeGroupedCommands(config: Record<string, unknown>): unknown[] {	CODE
LOW	domains/skill/platform-inspect.ts	292	function collectCopilotCommandFields(config: Record<string, unknown>): unknown[] {	CODE
LOW	domains/skill/platform-inspect.ts	327	function containsDuplicateManagedHook(	CODE
LOW	domains/skill/platform-inspect.ts	335	function containsExtraManagedCommandCopies(	CODE
LOW	domains/skill/platform-inspect.ts	363	function containsLegacyManagedCommand(commands: unknown[]): boolean {	CODE
LOW	domains/skill/platform-inspect.ts	496	export async function inspectCometHooksForPlatform(	CODE
LOW	domains/skill/languages.ts	29	function detectSkillDescriptionLanguage(content: string): SkillLanguageId \| null {	CODE
LOW	domains/skill/languages.ts	54	function formatSupportedArtifactLanguages(): string {	CODE
LOW	domains/skill/languages.ts	69	function artifactLanguageToSkillLanguage(	CODE
LOW	domains/skill/find.ts	264	async function discoveredPreferenceEntries(	CODE
LOW	domains/skill/uninstall.ts	96	function setManagedWorkingTreeEntry(	CODE
LOW	domains/skill/uninstall.ts	211	async function readWorkingObjectIdentity(	CODE
LOW	domains/skill/uninstall.ts	222	async function captureAncestorIdentities(	CODE
LOW	domains/skill/uninstall.ts	306	async function inspectManagedWorkingTree(	CODE
LOW	domains/skill/uninstall.ts	361	async function validateManagedWorkingTree(	CODE
LOW	domains/skill/uninstall.ts	406	async function assertWorkingTreeAbsentOrRealDirectory(	CODE
LOW	domains/skill/uninstall.ts	467	async function assertQuarantineAncestorIdentities(	CODE
LOW	domains/skill/uninstall.ts	611	async function removeManagedProjectConfig(	CODE
LOW	domains/skill/uninstall.ts	641	function retainedWorkingDirectoryContent(error: unknown, cometDir: string): string \| null {	CODE
LOW	domains/skill/uninstall.ts	649	async function removeManagedSkillsFromDirs(	CODE
LOW	domains/skill/uninstall.ts	722	export async function removeLegacyCometSkillsForPlatform(	CODE
LOW	domains/skill/uninstall.ts	735	async function removeCometSkillsForPlatform(	CODE
LOW	domains/skill/uninstall.ts	823	async function removeCometRulesForPlatform(	CODE
LOW	domains/skill/uninstall.ts	881	async function removeOpenSpecSkillsForPlatform(	CODE
LOW	domains/skill/uninstall.ts	931	async function readLockedSuperpowersSkillNames(projectPath: string): Promise<string[]> {	CODE
LOW	domains/skill/uninstall.ts	946	async function removeSuperpowersSkillDirs(	CODE
LOW	domains/skill/uninstall.ts	983	async function removeSuperpowersSkillsForPlatforms(	CODE
LOW	domains/skill/uninstall.ts	1106	async function removeCometHooksForPlatform(	CODE
LOW	domains/skill/uninstall.ts	1310	function removeManagedGroupedHooks(	CODE
LOW	domains/skill/hook-lifecycle.ts	9	export async function reconcileCometHooksForPlatform(	CODE
LOW	domains/skill/hook-lifecycle.ts	50	export async function reconcileProjectCometHooksForPlatform(	CODE
LOW	domains/skill/platform-install.ts	229	export function isManagedSkillPathForSelection(	CODE
LOW	domains/skill/platform-install.ts	257	export async function detectInstalledWorkflowSelection(	CODE
LOW	domains/skill/platform-install.ts	274	function getManagedSkillPathsForSelection(	CODE
LOW	domains/skill/platform-install.ts	283	function getUserFacingSkillPathsForSelection(	CODE
LOW	domains/skill/platform-install.ts	296	function getManagedSkillReplacementPaths(	CODE
LOW	domains/skill/platform-install.ts	316	function getManagedSkillTopLevelEntries(	CODE
LOW	domains/skill/platform-install.ts	330	function getManagedEntriesForTopLevel(	CODE
LOW	domains/skill/platform-install.ts	346	async function collectDirectoryEntryPaths(root: string, current = root): Promise<string[]> {	CODE
LOW	domains/skill/platform-install.ts	363	async function assertDirectoryContainsOnlyManagedEntries(	CODE
LOW	domains/skill/platform-install.ts	462	async function assertBundledAssetsComplete(assetsDir: string = getAssetsDir()): Promise<void> {	CODE
LOW	domains/skill/platform-install.ts	553	async function removeRetiredCometOwnedSkillPaths(	CODE
LOW	domains/skill/platform-install.ts	637	async function prepareManagedSkillCopyTarget(	CODE
LOW	domains/skill/platform-install.ts	678	async function prepareNativeSkillInstallTarget(	CODE
LOW	domains/skill/platform-install.ts	883	async function copyCometSkillsForPlatform(	CODE
LOW	domains/skill/platform-install.ts	1179	function selectRulePathsForLanguage(rulePaths: string[], languageId: SkillLanguageId): string[] {	CODE
LOW	domains/skill/platform-install.ts	1212	async function copyCometRulesForPlatform(	CODE
LOW	domains/skill/platform-install.ts	1382	async function installCometHooksForPlatform(	CODE
LOW	domains/skill/platform-install.ts	1706	function removeManagedCopilotHookEntries(	CODE
LOW	domains/skill/platform-install.ts	1773	async function removeManagedHooksFromJsonFile(	CODE
LOW	domains/skill/platform-install.ts	1832	async function removeManagedWindsurfHooksFromJsonFile(	CODE
LOW	domains/skill/platform-install.ts	1887	function resolveInstalledHookMatcher(	CODE
LOW	domains/skill/platform-install.ts	2448	function parseProjectConfigOverrides(content: string): Record<string, string> {	CODE
LOW	domains/skill/dsh-adapter.ts	148	function renderDshInstructionBlock(content: string): string {	CODE
LOW	domains/skill/project-instructions.ts	75	function normalizeInstructionTarget(target: string): string {	CODE
LOW	domains/skill/project-instructions.ts	80	export function renderCometAmbientResumeContent(languageId: SkillLanguageId): string {	CODE
LOW	domains/skill/project-instructions.ts	126	export async function installCometProjectInstructions(	CODE
LOW	domains/skill/project-instructions.ts	169	export async function syncCometProjectInstructions(	CODE
2905 more matches not shown…

Decorative Section Separators77 hits · 261 pts

Severity	File	Line	Snippet	Context
MEDIUM	eval/langsmith/tests/tasks/test_tasks.py	30	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	eval/langsmith/tests/tasks/test_tasks.py	34	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	eval/langsmith/tests/tasks/test_tasks.py	85	# =============================================================================	COMMENT
MEDIUM⚡	eval/langsmith/tests/tasks/test_tasks.py	87	# =============================================================================	COMMENT
MEDIUM	eval/langsmith/tests/tasks/test_tasks.py	271	# =============================================================================	COMMENT
MEDIUM	eval/langsmith/tests/tasks/test_tasks.py	273	# =============================================================================	COMMENT
MEDIUM	eval/local/tasks/index.yaml	101	# ── Default / canonical full-workflow task ──────────────────────────────	COMMENT
MEDIUM	eval/local/tasks/index.yaml	158	# ── Expanded workflow pressure tasks inspired by skills-benchmarks ──────	COMMENT
MEDIUM⚡	eval/local/tests/conftest.py	1715	# =============================================================================	COMMENT
MEDIUM⚡	eval/local/tests/conftest.py	1717	# =============================================================================	COMMENT
MEDIUM⚡	eval/local/tests/conftest.py	1823	# =============================================================================	COMMENT
MEDIUM⚡	eval/local/tests/conftest.py	1825	# =============================================================================	COMMENT
MEDIUM	eval/local/tests/conftest.py	273	# =============================================================================	COMMENT
MEDIUM	eval/local/tests/conftest.py	275	# =============================================================================	COMMENT
MEDIUM	eval/local/tests/conftest.py	895	# =============================================================================	COMMENT
MEDIUM	eval/local/tests/conftest.py	1068	# =============================================================================	COMMENT
MEDIUM	eval/local/tests/conftest.py	1070	# =============================================================================	COMMENT
MEDIUM	eval/local/tests/conftest.py	1316	# =============================================================================	COMMENT
MEDIUM	eval/local/tests/conftest.py	1318	# =============================================================================	COMMENT
MEDIUM	eval/local/tests/conftest.py	2388	# =============================================================================	COMMENT
MEDIUM	eval/local/tests/conftest.py	2390	# =============================================================================	COMMENT
MEDIUM⚡	eval/local/tests/tasks/test_tasks.py	123	# =============================================================================	COMMENT
MEDIUM⚡	eval/local/tests/tasks/test_tasks.py	125	# =============================================================================	COMMENT
MEDIUM	eval/local/tests/tasks/test_tasks.py	471	# =============================================================================	COMMENT
MEDIUM	eval/local/tests/tasks/test_tasks.py	473	# =============================================================================	COMMENT
MEDIUM⚡	eval/local/tests/scaffold/test_profiles.py	707	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	eval/local/tests/scaffold/test_profiles.py	709	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	eval/local/tests/scaffold/test_profiles.py	889	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	eval/local/tests/scaffold/test_profiles.py	891	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	…-release/comet-classic-039/scripts/comet-hook-guard.sh	18	# ── Extract target file path ──────────────────────────────────────	COMMENT
MEDIUM	…-release/comet-classic-039/scripts/comet-hook-guard.sh	53	# ── Resolve to project-relative path ─────────────────────────────	COMMENT
MEDIUM	…-release/comet-classic-039/scripts/comet-hook-guard.sh	88	# ── Helpers to read .comet.yaml fields ───────────────────────────	COMMENT
MEDIUM	…-release/comet-classic-039/scripts/comet-hook-guard.sh	105	# ── Determine the governing Comet change + phase ─────────────────	COMMENT
MEDIUM	…-release/comet-classic-039/scripts/comet-hook-guard.sh	177	# ── Whitelist: phase-aware allowed paths ─────────────────────────	COMMENT
MEDIUM	…-release/comet-classic-039/scripts/comet-hook-guard.sh	275	# ── Phase-based enforcement ──────────────────────────────────────	COMMENT
MEDIUM	eval/scaffold/python/logging.py	91	# =============================================================================	COMMENT
MEDIUM	eval/scaffold/python/logging.py	93	# =============================================================================	COMMENT
MEDIUM	eval/scaffold/python/logging.py	369	# =============================================================================	COMMENT
MEDIUM	eval/scaffold/python/logging.py	371	# =============================================================================	COMMENT
MEDIUM	eval/scaffold/python/logging.py	422	# =============================================================================	COMMENT
MEDIUM	eval/scaffold/python/logging.py	424	# =============================================================================	COMMENT
MEDIUM	eval/scaffold/python/logging.py	631	# =============================================================================	COMMENT
MEDIUM	eval/scaffold/python/logging.py	633	# =============================================================================	COMMENT
MEDIUM	eval/scaffold/python/logging.py	900	# =============================================================================	COMMENT
MEDIUM	eval/scaffold/python/logging.py	902	# =============================================================================	COMMENT
MEDIUM	eval/scaffold/shell/setup.sh	19	# =============================================================================	COMMENT
MEDIUM	eval/scaffold/shell/setup.sh	21	# =============================================================================	COMMENT
MEDIUM	eval/scaffold/shell/setup.sh	76	# =============================================================================	COMMENT
MEDIUM	eval/scaffold/shell/setup.sh	78	# =============================================================================	COMMENT
MEDIUM	eval/scaffold/shell/setup.sh	101	# =============================================================================	COMMENT
MEDIUM	eval/scaffold/shell/setup.sh	103	# =============================================================================	COMMENT
MEDIUM	eval/scaffold/shell/setup.sh	160	# =============================================================================	COMMENT
MEDIUM	eval/scaffold/shell/setup.sh	162	# =============================================================================	COMMENT
MEDIUM	eval/scaffold/shell/setup.sh	192	# =============================================================================	COMMENT
MEDIUM	eval/scaffold/shell/setup.sh	194	# =============================================================================	COMMENT
MEDIUM⚡	eval/scaffold/shell/common.sh	7	# =============================================================================	COMMENT
MEDIUM⚡	eval/scaffold/shell/common.sh	9	# =============================================================================	COMMENT
MEDIUM⚡	eval/scaffold/shell/common.sh	17	# =============================================================================	COMMENT
MEDIUM⚡	eval/scaffold/shell/common.sh	19	# =============================================================================	COMMENT
MEDIUM⚡	eval/scaffold/shell/common.sh	37	# =============================================================================	COMMENT
17 more matches not shown…

Unused Imports230 hits · 184 pts

Severity	File	Line	Context
LOW	eval/langfuse/tests/conftest.py	3	CODE
LOW	eval/langfuse/tests/test_adapter.py	1	CODE
LOW	eval/langfuse/tests/tasks/test_tasks.py	3	CODE
LOW	…met-native-workflow/validation/test_native_workflow.py	3	CODE
LOW	…sks/comet-noise-distractor/environment/test_invoice.py	1	CODE
LOW	…al/tasks/comet-noise-distractor/environment/invoice.py	1	CODE
LOW	…ly/validation/test_native_wave_f_dashboard_readonly.py	3	CODE
LOW	…sks/comet-human-approval-flow/environment/approvals.py	1	CODE
LOW	…omet-human-approval-flow/environment/test_approvals.py	1	CODE
LOW	…counter-refactor-archive/environment/text_processor.py	8	CODE
LOW	…er-refactor-archive/environment/test_text_processor.py	3	CODE
LOW	…afety/validation/test_native_wave_e_parallel_safety.py	3	CODE
LOW	…met-persistence-threading/environment/session_store.py	1	CODE
LOW	…ersistence-threading/environment/test_session_store.py	1	CODE
LOW	…et-dependency-confusion/environment/settings_loader.py	1	CODE
LOW	…endency-confusion/environment/test_settings_service.py	1	CODE
LOW	…al/tasks/comet-dependency-confusion/environment/app.py	1	CODE
LOW	…l/local/tasks/comet-api-cache-ttl/environment/cache.py	8	CODE
LOW	…l/local/tasks/comet-api-cache-ttl/environment/cache.py	10	CODE
LOW	…al/tasks/comet-api-cache-ttl/environment/test_cache.py	9	CODE
LOW	…s/comet-api-cache-ttl/validation/test_api_cache_ttl.py	6	CODE
LOW	…esume/validation/test_native_wave_b_decision_resume.py	8	CODE
LOW	…ve-sdk-recovery/validation/test_native_sdk_recovery.py	3	CODE
LOW	eval/local/tasks/comet-fix-median/environment/stats.py	7	CODE
LOW	…l/tasks/comet-fix-median/validation/test_fix_median.py	7	CODE
LOW	…l/tasks/comet-fix-median/validation/test_fix_median.py	10	CODE
LOW	…asks/comet-cross-file-refactor/environment/counting.py	1	CODE
LOW	…cal/tasks/comet-cross-file-refactor/environment/cli.py	1	CODE
LOW	…/comet-cross-file-refactor/environment/test_textkit.py	1	CODE
LOW	…al/local/tasks/comet-perf-dedupe/environment/dedupe.py	7	CODE
LOW	…cal/tasks/comet-perf-dedupe/environment/test_dedupe.py	5	CODE
LOW	…tasks/comet-robust-config/environment/config_loader.py	8	CODE
LOW	…ervability-env-template/environment/test_env_writer.py	1	CODE
LOW	…t-observability-env-template/environment/env_writer.py	1	CODE
LOW	…alidation/test_native_wave_c_verification_integrity.py	3	CODE
LOW	…ks/comet-layered-streaming-fix/environment/chat_app.py	1	CODE
LOW	…met-layered-streaming-fix/environment/test_chat_app.py	1	CODE
LOW	…-stop/validation/test_native_wave_d_stagnation_stop.py	3	CODE
LOW	…s/comet-refactor-counter/environment/text_processor.py	8	CODE
LOW	…et-refactor-counter/environment/test_text_processor.py	3	CODE
LOW	eval/local/tests/conftest.py	32	CODE
LOW	eval/local/tests/tasks/test_validation_scripts.py	3	CODE
LOW	eval/local/tests/scaffold/test_native_sdk_recovery.py	3	CODE
LOW	eval/local/tests/scaffold/test_aligned_comparison.py	3	CODE
LOW	eval/local/tests/scaffold/test_task_resolution.py	3	CODE
LOW	eval/local/tests/scaffold/test_langsmith_conftest.py	3	CODE
LOW	eval/local/tests/scaffold/test_execution.py	3	CODE
LOW	…l/local/tests/scaffold/test_native_wave_evaluations.py	7	CODE
LOW	eval/local/tests/scaffold/test_regression_check.py	3	CODE
LOW	eval/local/tests/scaffold/test_langfuse_trajectory.py	3	CODE
LOW	eval/local/scripts/regression_check.py	13	CODE
LOW	eval/local/scripts/render_readme_benchmark_figures.py	3	CODE
LOW	eval/local/scripts/rescore_rubric.py	9	CODE
LOW	eval/local/scripts/compare_baselines.py	15	CODE
LOW	eval/local/scripts/generate_report_style_demo_charts.py	9	CODE
LOW	eval/scaffold/__init__.py	6	CODE
LOW	eval/scaffold/__init__.py	6	CODE
LOW	eval/scaffold/__init__.py	6	CODE
LOW	eval/scaffold/__init__.py	6	CODE
LOW	eval/scaffold/__init__.py	6	CODE
170 more matches not shown…

Cross-Language Confusion17 hits · 108 pts

Severity	File	Line	Snippet	Context
HIGH	…-full-recovery/validation/test_classic_sdk_recovery.py	180	"readClassicSdkDeliveryCheckpoint(checkpoint,x.run)!==null));",	CODE
HIGH	…c-sdk-recovery/validation/test_classic_sdk_recovery.py	180	"readClassicSdkDeliveryCheckpoint(checkpoint,x.run)!==null));",	CODE
HIGH	…-lifecycle/validation/test_classic_layout_lifecycle.py	337	"process.stdout.write(JSON.stringify(portableRunCheckpointProjectionMatches(checkpoint,run) \|\| readClassicSdkDe	CODE
HIGH	eval/local/tests/scaffold/test_utils.py	775	'kill "$(cat "$2/child.pid")" 2>/dev/null \|\| true ;;\n'	CODE
HIGH	eval/local/tests/scaffold/test_utils.py	1006	"$3" "$2" 'Test prompt' --agent claude-code --max-turns 1 \|\| exit $?	CODE
HIGH	eval/local/tests/scaffold/test_utils.py	1324	'kill "$1" 2>/dev/null \|\| true',	CODE
HIGH⚡	eval/local/tests/scaffold/test_profiles.py	49	['D=$(mktemp -d); exec {D}>/dev/null; rm -rf "$D"'],	CODE
HIGH⚡	eval/local/tests/scaffold/test_profiles.py	50	['D=$(mktemp -d); command exec {D}>/dev/null; rm -rf "$D"'],	CODE
HIGH	eval/local/tests/scaffold/test_profiles.py	186	'{"runId":"r1","contextHash":null,"artifactsHash":"abc","createdAt":"2026-07-01"}',	CODE
HIGH	eval/local/tests/scaffold/test_sdk_task_validators.py	462	let run=await runtime.start({{runId:'fixture',workflow:{{id:'fixture',version:'1'}},input:null}});	CODE
HIGH⚡	eval/scaffold/python/validation/evaluator.py	419	if (typeof score === 'number') return score >= 0 && score <= 1 ? score : (score > 1 ? score / 100 : 0);	CODE
HIGH⚡	eval/scaffold/python/validation/evaluator.py	425	if (result && typeof result === 'object') {{	CODE
HIGH⚡	eval/scaffold/python/validation/evaluator.py	430	return null;	CODE
HIGH⚡	eval/scaffold/python/validation/evaluator.py	445	if (score === null) {{	CODE
HIGH⚡	eval/scaffold/python/validation/evaluator.py	449	const minS = expected.min_score \|\| 0;	CODE
HIGH⚡	eval/scaffold/python/validation/evaluator.py	450	const maxS = expected.max_score \|\| 1;	CODE
HIGH⚡	eval/scaffold/python/validation/evaluator.py	451	return {{ name, passed: score >= minS && score <= maxS, score }};	CODE

Empty Error Handlers20 hits · 100 pts

Severity	File	Line	Snippet	Context
HIGH	eval/langsmith/tests/tasks/test_tasks.py	147	except Exception: # pragma: no cover - defensive	CODE
HIGH	…unter-refactor-archive/validation/test_archive_task.py	29	except ValueError:	CODE
HIGH	eval/local/tests/conftest.py	1819	except Exception:	CODE
HIGH	eval/local/tests/scaffold/test_custom_agents.py	140	except OSError:	CODE
HIGH	eval/local/scripts/rescore_rubric.py	30	except ValueError:	CODE
HIGH	eval/scaffold/python/logging.py	105	except json.JSONDecodeError:	CODE
HIGH	eval/scaffold/python/generic_llm_judge.py	36	except Exception:	CODE
HIGH	eval/scaffold/python/utils.py	573	except (json.JSONDecodeError, ValueError):	CODE
HIGH	eval/scaffold/python/utils.py	608	except (json.JSONDecodeError, ValueError):	CODE
HIGH	eval/scaffold/python/llm_judge.py	32	except Exception:	CODE
HIGH	eval/scaffold/python/progress.py	114	except (OSError, ValueError, TypeError, KeyError):	CODE
HIGH	eval/scaffold/python/progress.py	121	except OSError:	CODE
HIGH	eval/scaffold/python/progress.py	164	except (OSError, ValueError, AttributeError):	CODE
HIGH	eval/scaffold/python/progress.py	241	except (OSError, ValueError):	CODE
HIGH	eval/scaffold/python/progress.py	237	except (ValueError, TypeError, OSError):	CODE
HIGH	eval/scaffold/python/validation/rubric.py	331	except Exception:	CODE
HIGH	eval/scaffold/python/validation/rubric.py	341	except Exception:	CODE
HIGH	eval/scaffold/python/validation/rubric.py	842	except Exception:	CODE
HIGH	eval/scaffold/python/validation/comet_workflow.py	216	except OSError:	CODE
HIGH	eval/scaffold/python/validation/evaluator.py	492	except json.JSONDecodeError:	CODE

Modern AI Meta-Vocabulary35 hits · 98 pts

Severity	File	Line	Snippet	Context
MEDIUM	CONTRIBUTING.md	258	app/ # CLI entry and command orchestration. Composes domain/platform capabilities only; holds no domain	CODE
MEDIUM	CONTRIBUTING.md	270	├── engine/ # Generic execution engine (loop / state / guardrails / evals)	CODE
MEDIUM	CONTRIBUTING-zh.md	221	├── engine/ # 通用执行引擎（loop / state / guardrails / evals）	CODE
MEDIUM	…799f800bcf1eb6f3614ae319f134df59a21d35f27c1f57e24.json	4	"content": "# Acceptance evidence\n\n<!-- comet-native:acceptance-evidence:start -->\n[\n {\n \"acceptance_id\": \	CODE
MEDIUM	…066e43b31f19959b0f06eea888fa2cfe350a2054b4bdcb3b6.json	4	"content": "# Acceptance evidence\n\n<!-- comet-native:acceptance-evidence:start -->\n[\n {\n \"acceptance_id\": \	CODE
MEDIUM	eval/README.md	664	# 仅运行 scaffold 单元测试（快速，不需要 Docker）	COMMENT
MEDIUM	…ill-test-20261013/evidence/independent-conclusion.json	65	"output": "# Factual Report: /workspace\n\n## 1. `/workspace/pipeline.py` (verbatim, 19 lines)\n\n```python\nTHREA	CODE
MEDIUM	…/grill-test-20261013/evidence/continuation/events.json	894	"output": "id: to-tickets\nroot: /workspace/.comet/applications/grill-test/versions/5c95c6a0669eb7c85719f99338e7af	CODE
MEDIUM	…/grill-test-20261013/evidence/continuation/events.json	962	"output": "# Factual Report: /workspace\n\n## 1. `/workspace/pipeline.py` (verbatim, 19 lines)\n\n```python\nTHREA	CODE
MEDIUM⚡	…t-20261013/evidence/continuation/session-evidence.json	2	"db94f8f4-e0ff-4398-86be-51dc1683a4f7.jsonl": "{\"type\":\"queue-operation\",\"operation\":\"enqueue\",\"timestamp\":\	CODE
MEDIUM⚡	…t-20261013/evidence/continuation/session-evidence.json	2	"db94f8f4-e0ff-4398-86be-51dc1683a4f7.jsonl": "{\"type\":\"queue-operation\",\"operation\":\"enqueue\",\"timestamp\":\	CODE
MEDIUM⚡	…t-20261013/evidence/continuation/session-evidence.json	2	"db94f8f4-e0ff-4398-86be-51dc1683a4f7.jsonl": "{\"type\":\"queue-operation\",\"operation\":\"enqueue\",\"timestamp\":\	CODE
MEDIUM⚡	…t-20261013/evidence/continuation/session-evidence.json	2	"db94f8f4-e0ff-4398-86be-51dc1683a4f7.jsonl": "{\"type\":\"queue-operation\",\"operation\":\"enqueue\",\"timestamp\":\	CODE
MEDIUM⚡	…t-20261013/evidence/continuation/session-evidence.json	3	"db94f8f4-e0ff-4398-86be-51dc1683a4f7/subagents/agent-af446fc962c6040c8.jsonl": "{\"parentUuid\":null,\"isSidechain\":	CODE
MEDIUM⚡	…t-20261013/evidence/continuation/session-evidence.json	5	"db94f8f4-e0ff-4398-86be-51dc1683a4f7/subagents/agent-a58a041666158b1b6.jsonl": "{\"parentUuid\":null,\"isSidechain\":	CODE
MEDIUM	eval/local/tests/scaffold/test_utils.py	869	assert "bash //opt/scaffold-shell/run-agent-runtime.sh" in docker_sh	CODE
MEDIUM	eval/local/tests/scaffold/test_utils.py	578	assert 'bash //opt/scaffold-shell/run-claude-loop.sh "$prompt"' in docker_sh	STRING
MEDIUM⚡	eval/scaffold/python/utils.py	546	# The repository package initializer imports host-only orchestration	COMMENT
MEDIUM⚡	eval/scaffold/python/utils.py	555	# can import it without loading the host-side scaffold package initializer.	COMMENT
MEDIUM⚡	eval/scaffold/python/utils.py	563	# scaffold and comet_checks remain importable inside the benchmark container.	COMMENT
MEDIUM	eval/scaffold/python/validation/comet_workflow.py	183	# Filter out the validator itself and scaffold copies.	COMMENT
MEDIUM⚡	eval/scaffold/shell/common.sh	2	# Common shell utilities for test orchestration	COMMENT
MEDIUM⚡	eval/scaffold/shell/common.sh	3	# Source this file: source "$(dirname "$0")/../../scaffold/shell/common.sh"	COMMENT
MEDIUM⚡	eval/scaffold/shell/common.sh	50	# Get the absolute path to the scaffold directory	COMMENT
MEDIUM	eval/scaffold/shell/agent-runtime-config.sh	4	# Eval scaffold, while the generated config roots below are mounted as tmpfs	COMMENT
MEDIUM	eval/scaffold/shell/docker.sh	2	# Docker utilities for test orchestration	COMMENT
MEDIUM	eval/scaffold/shell/docker.sh	217	# Don't hash the entire directory — test scripts and scaffold files are	COMMENT
MEDIUM	eval/scaffold/shell/docker.sh	1005	# Mounts the scaffold shell dir so run-claude-loop.sh is available inside.	COMMENT
MEDIUM	eval/scaffold/shell/docker.sh	1051	# Mount the scaffold shell scripts read-only so the loop driver is available	COMMENT
MEDIUM	eval/scaffold/shell/docker.sh	1052	# at /opt/scaffold-shell/ inside the container.	COMMENT
MEDIUM	eval/scaffold/shell/docker.sh	536	RUNTIME_CONFIG_MOUNT_ARGS=("-v" "$shell_host://opt/scaffold-shell:ro" "-v" "$python_host://opt/python:ro")	CODE
MEDIUM	eval/scaffold/shell/docker.sh	914	AGENT_COMMAND=(bash //opt/scaffold-shell/run-agent-runtime.sh "$agent" "$model" --prompt-stdin --)	CODE
MEDIUM	eval/scaffold/shell/docker.sh	916	AGENT_COMMAND=(bash //opt/scaffold-shell/run-agent-runtime.sh "$agent" "$model" "$prompt" --)	CODE
MEDIUM	eval/scaffold/shell/docker.sh	1065	bash //opt/scaffold-shell/run-claude-loop.sh "$prompt" \	CODE
MEDIUM	eval/scaffold/shell/docker.sh	1136	bash //opt/scaffold-shell/run-claude-loop.sh "$prompt" \	CODE

Excessive Try-Catch Wrapping87 hits · 95 pts

Severity	File	Line	Snippet	Context
LOW	eval/langfuse/tests/conftest.py	131	except Exception as exc:	CODE
LOW	eval/langfuse/tests/tasks/test_tasks.py	60	except Exception:	CODE
LOW	eval/langsmith/tests/tasks/test_tasks.py	60	except Exception: # pragma: no cover - import guard	CODE
LOW	eval/langsmith/tests/tasks/test_tasks.py	68	except Exception: # pragma: no cover - fallback if private helper moves	CODE
LOW⚡	eval/langsmith/tests/tasks/test_tasks.py	94	except Exception as exc: # pragma: no cover - defensive	CODE
LOW	eval/langsmith/tests/tasks/test_tasks.py	147	except Exception: # pragma: no cover - defensive	CODE
LOW	eval/langsmith/tests/tasks/test_tasks.py	158	except Exception: # pragma: no cover - defensive	CODE
LOW	eval/langsmith/tests/tasks/test_tasks.py	208	except Exception:	CODE
LOW	…met-native-workflow/validation/test_native_workflow.py	186	except Exception as error:	CODE
MEDIUM	…met-native-workflow/validation/test_native_workflow.py	165	def check_feature():	CODE
LOW	…s/comet-full-workflow/validation/test_full_workflow.py	166	except Exception as e:	CODE
MEDIUM	…s/comet-full-workflow/validation/test_full_workflow.py	36	def current_treatment():	CODE
LOW	…ition/validation/test_native_interrupted_transition.py	50	except Exception as error:	CODE
LOW	…afety/validation/test_native_wave_e_parallel_safety.py	146	except Exception as error:	CODE
LOW	…afety/validation/test_native_wave_e_parallel_safety.py	162	except Exception as error:	CODE
LOW	…ository-fact/validation/test_native_repository_fact.py	47	except Exception as error:	CODE
LOW	…esume/validation/test_native_wave_b_decision_resume.py	155	except Exception as error:	CODE
LOW	…-clarification/validation/test_native_clarification.py	72	except Exception as error:	CODE
MEDIUM	…-clarification/validation/test_native_clarification.py	53	def check_behavior():	CODE
LOW	…on-depth/validation/test_native_clarification_depth.py	510	except Exception as error:	CODE
LOW	…-lifecycle/validation/test_classic_layout_lifecycle.py	694	except Exception as e:	CODE
MEDIUM	…-lifecycle/validation/test_classic_layout_lifecycle.py	46	def current_treatment():	CODE
LOW	…on-modes/validation/test_native_clarification_modes.py	114	except Exception as error:	CODE
LOW	…-stop/validation/test_native_wave_d_stagnation_stop.py	135	except Exception as error:	CODE
LOW	…-stop/validation/test_native_wave_d_stagnation_stop.py	235	except Exception as error:	CODE
LOW⚡	eval/local/tests/conftest.py	1711	except Exception as e:	CODE
LOW⚡	eval/local/tests/conftest.py	1819	except Exception:	CODE
LOW	eval/local/tests/conftest.py	510	except Exception as exc:	CODE
LOW	eval/local/tests/conftest.py	526	except Exception as exc:	CODE
LOW	eval/local/tests/conftest.py	1267	except Exception as e:	CODE
LOW	eval/local/tests/conftest.py	2639	except Exception as e:	CODE
MEDIUM	eval/local/tests/scaffold/test_classic_sdk_recovery.py	403	' print("Error: cannot read input file", file=sys.stderr)\n'	STRING
MEDIUM	eval/scaffold/python/langfuse_adapter.py	433	def main():	CODE
MEDIUM	eval/scaffold/python/langfuse_adapter.py	1019	def flush(self) -> None:	CODE
LOW	eval/scaffold/python/langfuse_adapter.py	139	except Exception as exc:	CODE
LOW	eval/scaffold/python/langfuse_adapter.py	295	except Exception as exc:	CODE
LOW	eval/scaffold/python/langfuse_adapter.py	436	except Exception:	CODE
LOW	eval/scaffold/python/langfuse_adapter.py	573	except Exception as exc: # pragma: no cover - optional dependency	CODE
LOW	eval/scaffold/python/langfuse_adapter.py	591	except Exception as exc:	CODE
LOW	eval/scaffold/python/langfuse_adapter.py	785	except Exception as exc:	CODE
LOW	eval/scaffold/python/langfuse_adapter.py	875	except Exception as exc:	CODE
LOW	eval/scaffold/python/langfuse_adapter.py	907	except Exception as exc:	CODE
LOW	eval/scaffold/python/langfuse_adapter.py	933	except Exception as exc:	CODE
LOW	eval/scaffold/python/langfuse_adapter.py	1016	except Exception as exc:	CODE
LOW	eval/scaffold/python/langfuse_adapter.py	1022	except Exception as exc:	CODE
LOW	eval/scaffold/python/generic_llm_judge.py	36	except Exception:	CODE
LOW	eval/scaffold/python/utils.py	310	except Exception as e:	CODE
LOW	eval/scaffold/python/utils.py	439	except Exception as error:	CODE
LOW	eval/scaffold/python/utils.py	482	except Exception as cleanup_exception: # pragma: no cover - defensive cleanup	CODE
LOW	eval/scaffold/python/utils.py	519	except Exception as cleanup_exception: # pragma: no cover - defensive cleanup	CODE
LOW	eval/scaffold/python/utils.py	703	except Exception as e:	CODE
LOW	eval/scaffold/python/utils.py	717	except Exception as e:	CODE
LOW	eval/scaffold/python/utils.py	740	except Exception as e:	CODE
LOW	eval/scaffold/python/utils.py	753	except Exception as e:	CODE
MEDIUM	eval/scaffold/python/utils.py	280	def check_docker_available():	CODE
MEDIUM	eval/scaffold/python/utils.py	689	def check_claude_available():	CODE
LOW	eval/scaffold/python/llm_judge.py	32	except Exception:	CODE
LOW	eval/scaffold/python/llm_judge.py	46	except Exception:	CODE
LOW	eval/scaffold/python/auto_tasks.py	699	except Exception as exc:	CODE
LOW	eval/scaffold/python/validation/rubric.py	331	except Exception:	CODE
27 more matches not shown…

Cross-Language Confusion (JS/TS)14 hits · 80 pts

Severity	File	Line	Snippet	Context
HIGH⚡	app/commands/personal-memory.ts	49	print(status, options);	CODE
HIGH	app/commands/personal-memory.ts	218	print(output, options);	CODE
HIGH	app/commands/personal-memory.ts	265	print(context, options);	CODE
HIGH⚡	app/commands/personal-memory.ts	303	print(result, options);	CODE
HIGH	app/commands/project-knowledge.ts	69	print(result, options);	CODE
HIGH	app/commands/project-knowledge.ts	127	print(output, options);	CODE
HIGH	app/commands/project-knowledge.ts	145	print(output, options);	CODE
HIGH	app/commands/project-knowledge.ts	168	print(output, options);	CODE
HIGH	app/commands/project-knowledge.ts	221	print(output, options);	CODE
HIGH	app/commands/project-knowledge.ts	240	print(output, options);	CODE
HIGH⚡	app/commands/project-knowledge.ts	255	print(output, options);	CODE
HIGH⚡	app/commands/project-knowledge.ts	272	print(output, options);	CODE
HIGH	app/commands/project-knowledge.ts	295	print(output, options);	CODE
HIGH	app/commands/project-knowledge.ts	477	print(result, options);	CODE

Deep Nesting68 hits · 62 pts

Severity	File	Line	Context
LOW	…s/comet-full-workflow/validation/test_full_workflow.py	91	CODE
LOW	…afety/validation/test_native_wave_e_parallel_safety.py	50	CODE
LOW	eval/local/tests/conftest.py	137	CODE
LOW	eval/local/tests/conftest.py	195	CODE
LOW	eval/local/tests/conftest.py	2477	CODE
LOW	eval/local/tests/conftest.py	2511	CODE
LOW	eval/local/tests/conftest.py	2545	CODE
LOW	eval/local/tests/conftest.py	1117	CODE
LOW	eval/local/tests/tasks/test_tasks.py	150	CODE
LOW	eval/local/tests/scaffold/test_application_eval.py	379	CODE
LOW	…cal/tests/scaffold/test_workspace_artifacts_windows.py	100	CODE
LOW	eval/local/tests/scaffold/test_regression_check.py	485	CODE
LOW	eval/local/tests/scaffold/test_regression_check.py	552	CODE
LOW	eval/local/tests/scaffold/test_regression_check.py	586	CODE
LOW	eval/local/tests/scaffold/test_regression_check.py	486	CODE
LOW	eval/local/tests/scaffold/test_sdk_task_validators.py	240	CODE
LOW	eval/local/scripts/render_readme_benchmark_figures.py	118	CODE
LOW	eval/local/scripts/compare_baselines.py	184	CODE
LOW	eval/local/scripts/compare_baselines.py	559	CODE
LOW	eval/scaffold/python/judge_config.py	206	CODE
LOW	eval/scaffold/python/logging.py	110	CODE
LOW	eval/scaffold/python/logging.py	140	CODE
LOW	eval/scaffold/python/logging.py	186	CODE
LOW	eval/scaffold/python/logging.py	716	CODE
LOW	eval/scaffold/python/stream_capture.py	19	CODE
LOW	eval/scaffold/python/execution.py	408	CODE
LOW	eval/scaffold/python/inline_tasks.py	49	CODE
LOW	eval/scaffold/python/inline_tasks.py	52	CODE
LOW	eval/scaffold/python/langfuse_adapter.py	174	CODE
LOW	eval/scaffold/python/langfuse_adapter.py	326	CODE
LOW	eval/scaffold/python/langfuse_adapter.py	936	CODE
LOW	eval/scaffold/python/report_outputs.py	618	CODE
LOW	eval/scaffold/python/report_outputs.py	860	CODE
LOW	eval/scaffold/python/agents.py	48	CODE
LOW	eval/scaffold/python/workspace_artifacts_windows.py	186	CODE
LOW	eval/scaffold/python/utils.py	216	CODE
LOW	eval/scaffold/python/generated_task_cache.py	111	CODE
LOW	eval/scaffold/python/generated_task_cache.py	159	CODE
LOW	eval/scaffold/python/generated_task_cache.py	163	CODE
LOW	eval/scaffold/python/treatments.py	97	CODE
LOW	eval/scaffold/python/application_eval.py	98	CODE
LOW	eval/scaffold/python/llm_judge.py	50	CODE
LOW	eval/scaffold/python/auto_tasks.py	301	CODE
LOW	eval/scaffold/python/auto_tasks.py	574	CODE
LOW	eval/scaffold/python/auto_tasks.py	607	CODE
LOW	eval/scaffold/python/skill_parser.py	335	CODE
LOW	eval/scaffold/python/progress.py	61	CODE
LOW	eval/scaffold/python/progress.py	132	CODE
LOW	eval/scaffold/python/progress.py	198	CODE
LOW	eval/scaffold/python/progress.py	212	CODE
LOW	eval/scaffold/python/aligned_comparison.py	804	CODE
LOW	eval/scaffold/python/aligned_comparison.py	1102	CODE
LOW	eval/scaffold/python/tool_telemetry.py	62	CODE
LOW	eval/scaffold/python/tool_telemetry.py	115	CODE
LOW	eval/scaffold/python/release_gate.py	90	CODE
LOW	eval/scaffold/python/validation/rubric.py	212	CODE
LOW	eval/scaffold/python/validation/rubric.py	489	CODE
LOW	eval/scaffold/python/validation/rubric.py	671	CODE
LOW	eval/scaffold/python/validation/tracing.py	25	CODE
LOW	eval/scaffold/python/validation/tracing.py	89	CODE
8 more matches not shown…

AI Slop Vocabulary21 hits · 60 pts

Severity	File	Line	Snippet	Context
MEDIUM	package-lock.json	6939	"resolved": "https://registry.npmmirror.com/robust-predicates/-/robust-predicates-3.0.3.tgz",	CODE
MEDIUM	…ives/grill-test-20261013/evidence/native/report-3.json	603	"prompt": "[COMET NATIVE BETA17 TREATMENT]\nInvoke /comet-native as the only Skill. Do not invoke /comet or any othe	CODE
MEDIUM	…ives/grill-test-20261013/evidence/native/report-2.json	642	"prompt": "[COMET NATIVE BETA17 TREATMENT]\nInvoke /comet-native as the only Skill. Do not invoke /comet or any othe	CODE
MEDIUM	…ives/grill-test-20261013/evidence/native/report-1.json	656	"prompt": "[COMET NATIVE BETA17 TREATMENT]\nInvoke /comet-native as the only Skill. Do not invoke /comet or any othe	CODE
MEDIUM⚡	…t-20261013/evidence/continuation/session-evidence.json	2	"db94f8f4-e0ff-4398-86be-51dc1683a4f7.jsonl": "{\"type\":\"queue-operation\",\"operation\":\"enqueue\",\"timestamp\":\	CODE
MEDIUM⚡	…t-20261013/evidence/continuation/session-evidence.json	2	"db94f8f4-e0ff-4398-86be-51dc1683a4f7.jsonl": "{\"type\":\"queue-operation\",\"operation\":\"enqueue\",\"timestamp\":\	CODE
MEDIUM⚡	…t-20261013/evidence/continuation/session-evidence.json	2	"db94f8f4-e0ff-4398-86be-51dc1683a4f7.jsonl": "{\"type\":\"queue-operation\",\"operation\":\"enqueue\",\"timestamp\":\	CODE
MEDIUM⚡	…t-20261013/evidence/continuation/session-evidence.json	2	"db94f8f4-e0ff-4398-86be-51dc1683a4f7.jsonl": "{\"type\":\"queue-operation\",\"operation\":\"enqueue\",\"timestamp\":\	CODE
MEDIUM⚡	…t-20261013/evidence/continuation/session-evidence.json	3	"db94f8f4-e0ff-4398-86be-51dc1683a4f7/subagents/agent-af446fc962c6040c8.jsonl": "{\"parentUuid\":null,\"isSidechain\":	CODE
MEDIUM	…s/comet-robust-config/validation/test_robust_config.py	1	"""Validation for the comet-robust-config task.	STRING
MEDIUM	eval/local/tests/scaffold/test_native_sdk_recovery.py	493	# This metadata only unit-tests the harness boundary predicate. No model was called.	STRING
MEDIUM⚡	eval/local/tests/scaffold/test_tasks.py	245	assert prompt.startswith("## Eval harness requirement")	STRING
MEDIUM	…-release/comet-classic-039/scripts/comet-hook-guard.sh	7	# Usage (called by harness, not directly):	COMMENT
MEDIUM⚡	…ency/superpowers/brainstorming/scripts/start-server.sh	153	# Resolve the harness PID (grandparent of this script).	COMMENT
MEDIUM⚡	…ency/superpowers/brainstorming/scripts/start-server.sh	154	# $PPID is the ephemeral shell the harness spawned to run us — it dies	COMMENT
MEDIUM⚡	…ency/superpowers/brainstorming/scripts/start-server.sh	155	# when this script exits. The harness itself is $PPID's parent.	COMMENT
MEDIUM	eval/scaffold/python/tasks.py	32	## Eval harness requirement	COMMENT
MEDIUM⚡	eval/scaffold/python/validation/evaluator.py	411	# Create test harness script	COMMENT
MEDIUM	eval/scaffold/shell/run-claude-loop.sh	116	# Copy each received JSONL line to the harness and the current turn's buffer.	COMMENT
MEDIUM	eval/scaffold/shell/run-claude-loop.sh	278	# Preserve the harness stream outside command substitution without reopening	COMMENT
MEDIUM	eval/scaffold/shell/run-claude-loop.sh	343	# The read-only harness records actual SDK state before starting a new session.	COMMENT

Structural Annotation Overuse17 hits · 28 pts

Severity	File	Line	Snippet	Context
LOW	domains/skill/platform-install.ts	799	// Step 1: Copy skills to central store	COMMENT
LOW	domains/skill/platform-install.ts	828	// Step 2: Create symlinks from platform dir to central store	COMMENT
LOW⚡	domains/dashboard/web/src/demo-messages.en.json	63	"\n\n## Step 1：建立契约\n\n更新类型、schema 与最小失败用例，确认现有行为在改动前能够稳定复现。\n\n## Step 2：实现核心路径\n\n按以下文件边界完成实现：\n\n": "\n\n## Step 1:	CODE
LOW⚡	domains/dashboard/web/src/demo-messages.en.json	64	"\n\n每个步骤完成后只运行覆盖该步骤的测试，避免在尚未收敛时反复执行全量套件。\n\n## Step 3：补齐失败与恢复\n\n- 覆盖无效输入、外部依赖不可用和状态过期。\n- 确认失败不会留下半写入文件或错误阶段。\n- 验证重	CODE
LOW	…ks/dependency/superpowers/using-git-worktrees/SKILL.md	16	## Step 0: Detect Existing Isolation	COMMENT
LOW	…ks/dependency/superpowers/using-git-worktrees/SKILL.md	47	## Step 1: Create Isolated Workspace	COMMENT
LOW	…ks/dependency/superpowers/using-git-worktrees/SKILL.md	102	## Step 2: Project Setup	COMMENT
LOW	…ks/dependency/superpowers/using-git-worktrees/SKILL.md	121	## Step 3: Verify Clean Baseline	COMMENT
LOW⚡	…hmarks/dependency/superpowers/executing-plans/SKILL.md	18	### Step 1: Load and Review Plan	COMMENT
LOW⚡	…hmarks/dependency/superpowers/executing-plans/SKILL.md	24	### Step 2: Execute Tasks	COMMENT
LOW⚡	…hmarks/dependency/superpowers/executing-plans/SKILL.md	32	### Step 3: Complete Development	COMMENT
LOW	…cy/superpowers/finishing-a-development-branch/SKILL.md	18	### Step 1: Verify Tests	COMMENT
LOW	…cy/superpowers/finishing-a-development-branch/SKILL.md	40	### Step 2: Detect Environment	COMMENT
LOW	…cy/superpowers/finishing-a-development-branch/SKILL.md	57	### Step 3: Determine Base Branch	COMMENT
LOW	…cy/superpowers/finishing-a-development-branch/SKILL.md	66	### Step 4: Present Options	COMMENT
LOW	…cy/superpowers/finishing-a-development-branch/SKILL.md	95	### Step 5: Execute Choice	COMMENT
LOW	…cy/superpowers/finishing-a-development-branch/SKILL.md	161	### Step 6: Cleanup Workspace	COMMENT

Hallucination Indicators2 hits · 20 pts

Severity	File	Line	Snippet	Context
CRITICAL	…ins/comet-classic/classic-sdk-recovery-summary.test.ts	129	decided.data.continuation.current.approvals.some(	CODE
CRITICAL	…ins/comet-classic/classic-sdk-recovery-summary.test.ts	135	decided.data.continuation.inspection.commandArgs.slice(1),	CODE

Redundant / Tautological Comments7 hits · 10 pts

Severity	File	Line	Snippet	Context
LOW	…s/comet-full-workflow/validation/test_full_workflow.py	179	# Check if any test file has sentence-related tests	COMMENT
LOW	…-lifecycle/validation/test_classic_layout_lifecycle.py	707	# Check if any test file has sentence-related tests	COMMENT
LOW	…s/039-release/comet-classic-039/scripts/comet-state.sh	278	# Check if .comet.yaml already exists	COMMENT
LOW	…s/039-release/comet-classic-039/scripts/comet-state.sh	352	# Check if .comet.yaml exists	COMMENT
LOW	…s/039-release/comet-classic-039/scripts/comet-state.sh	377	# Check if .comet.yaml exists	COMMENT
LOW	…ency/superpowers/systematic-debugging/find-polluter.sh	44	# Check if pollution appeared	COMMENT
LOW	eval/scaffold/shell/docker.sh	278	# Check if image exists	COMMENT

Over-Commented Block10 hits · 10 pts

Severity	File	Line	Snippet	Context
LOW	.comet/config.yaml	1	# Comet 使用的配置格式版本，请勿修改此值。	COMMENT
LOW	.comet/config.yaml	21	# Native 规格和 change 的存放根目录；运行时数据始终位于 .comet。	COMMENT
LOW	.comet/config.yaml	41	language: zh-CN	COMMENT
LOW	…s/039-release/comet-classic-039/scripts/comet-state.sh	1	#!/bin/bash	COMMENT
LOW	…-release/comet-classic-039/scripts/comet-hook-guard.sh	1	#!/bin/bash	COMMENT
LOW	…ystematic-debugging/condition-based-waiting-example.ts	141	// ---------------	COMMENT
LOW	…ency/superpowers/brainstorming/scripts/start-server.sh	1	#!/usr/bin/env bash	COMMENT
LOW	eval/scaffold/shell/setup.sh	1	#!/usr/bin/env bash	COMMENT
LOW	eval/scaffold/shell/run-claude-loop.sh	1	#!/usr/bin/env bash	COMMENT
LOW	eval/scaffold/shell/docker.sh	21	fi	COMMENT

AI Response Leakage1 hit · 8 pts

Severity	File	Line	Snippet	Context
HIGH⚡	…t-20261013/evidence/continuation/session-evidence.json	2	"db94f8f4-e0ff-4398-86be-51dc1683a4f7.jsonl": "{\"type\":\"queue-operation\",\"operation\":\"enqueue\",\"timestamp\":\	CODE

Verbosity Indicators4 hits · 6 pts

Severity	File	Line	Snippet	Context
LOW	domains/skill/platform-install.ts	799	// Step 1: Copy skills to central store	COMMENT
LOW	domains/skill/platform-install.ts	828	// Step 2: Create symlinks from platform dir to central store	COMMENT
LOW⚡	domains/dashboard/web/src/demo-messages.en.json	63	"\n\n## Step 1：建立契约\n\n更新类型、schema 与最小失败用例，确认现有行为在改动前能够稳定复现。\n\n## Step 2：实现核心路径\n\n按以下文件边界完成实现：\n\n": "\n\n## Step 1:	CODE
LOW⚡	domains/dashboard/web/src/demo-messages.en.json	64	"\n\n每个步骤完成后只运行覆盖该步骤的测试，避免在尚未收敛时反复执行全量套件。\n\n## Step 3：补齐失败与恢复\n\n- 覆盖无效输入、外部依赖不可用和状态过期。\n- 确认失败不会留下半写入文件或错误阶段。\n- 验证重	CODE

Modern Structural Boilerplate5 hits · 5 pts

Severity	File	Line	Snippet	Context
LOW	eval/scaffold/__init__.py	40	__all__ = [	CODE
LOW	eval/scaffold/python/execution.py	363	def _set_if_value(environment: dict[str, str], key: str, value: str \| None) -> None:	CODE
LOW	eval/scaffold/python/execution.py	549	__all__ = [	CODE
LOW	eval/scaffold/python/__init__.py	109	__all__ = [	CODE
LOW	eval/scaffold/python/validation/__init__.py	27	__all__ = [	CODE

Docstring Block Structure1 hit · 5 pts

Severity	File	Line	Snippet	Context
HIGH	eval/scaffold/python/tasks.py	181	Render the instruction template with provided variables. Args: **kwargs: Template variables (e.g.,	STRING

Fake / Example Data3 hits · 3 pts

Severity	File	Line	Snippet	Context
LOW	test/domains/dashboard/dashboard-browser.spec.ts	1931	element.getAttribute('placeholder'),	CODE
LOW	…t/domains/comet-classic/classic-command-checks.test.ts	396	data: { scope: 'build', command: 'placeholder', exitCode: 0, cwd },	CODE
LOW	…pendency/superpowers/brainstorming/visual-companion.md	239	<div class="placeholder">Placeholder area</div>	CODE

Self-Referential Comments1 hit · 3 pts

Severity	File	Line	Snippet	Context
MEDIUM	…rks/039-release/comet-classic-039/scripts/comet-env.sh	7	# This file is sourced by workflow snippets. Do not set global shell options here.	COMMENT

AI Structural Patterns3 hits · 3 pts

Severity	File	Line	Context
LOW	eval/scaffold/python/judge_config.py	108	CODE
LOW	eval/scaffold/python/execution.py	103	CODE
LOW	eval/scaffold/python/treatments.py	97	CODE

Example Usage Blocks2 hits · 2 pts

Severity	File	Line	Snippet	Context
LOW	…rks/039-release/comet-classic-039/scripts/comet-env.sh	4	# Usage:	COMMENT
LOW	eval/scaffold/shell/docker.sh	5	# Usage:	COMMENT

Overly Generic Function Names2 hits · 2 pts

Severity	File	Line	Snippet	Context
LOW	domains/dashboard/server.ts	202	async function handleRequest(	CODE
LOW	app/commands/daemon-server.ts	32	async function handleRequest(request: CometDaemonRequest): Promise<CometDaemonHandlerResult> {	CODE

rpamis/comet

Open-Source Code Quality, Security and Technical Debt Review