2.7

Adjusted Signal

2.7

Raw Pattern Score

100%

Time Factor

2026-10-31

Last Push

21.8K

Stars

JavaScript

Language

134.9K

Lines of Code

8.2K

Files

289

Pattern Hits

2026-10-31

Scan Date

0.00

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? 279 finding(s).

Hallucinated Dependency & Supply Chain Risk 0.3/100 · LOW

Are imports declared and package/API names verified? 7 finding(s).

Agent Over-Engineering Ratio 6.9/100 · LOW

Are wrappers, guards, and repeated structures necessary? 164 finding(s).

PR Review Velocity Impact 11.9/100 · LOW

Which changes need focused human review? 289 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 1MEDIUM 24LOW 264

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 289 distinct pattern matches across 12 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 Identifiers160 hits · 180 pts

Severity	File	Line	Snippet	Context
LOW	.agents/skills/ui-ux-pro-max/scripts/design_system.py	246	def _filter_anti_patterns_for_mode(anti_patterns: str, mode: str) -> str:	CODE
LOW	.agents/skills/ui-ux-pro-max/scripts/design_system.py	1490	def _generate_intelligent_overrides(page_name: str, page_query: str, design_system: dict) -> dict:	CODE
LOW	.agents/skills/ui-ux-pro-max/scripts/core.py	595	def _rewrite_query_for_domain(query, domain, index):	CODE
LOW	.agents/skills/ui-ux-pro-max/scripts/core.py	736	def _style_search_destination(rows, matched):	CODE
LOW	.agents/skills/ui-ux-pro-max/scripts/core.py	848	def _stack_query_requests_legacy(query, stack):	CODE
LOW	.agents/skills/ui-ux-pro-max/scripts/core.py	938	def _legacy_successor_guidance(rows, query, stack, row_filter):	CODE
LOW	…nts/skills/ui-ux-pro-max/scripts/reasoning_contract.py	58	def _object_without_duplicates(pairs):	CODE
LOW	.agents/skills/ui-ux-pro-max/scripts/validate_data.py	331	def _check_reasoning_contract(products, colors, reasoning, style_ids, patterns, problems):	CODE
LOW	.agents/skills/ui-ux-pro-max/scripts/validate_data.py	468	def _check_typography_contract(rows, problems):	CODE
LOW	.agents/skills/ui-ux-pro-max/scripts/validate_data.py	512	def _valid_google_fonts_exclusion_source(value):	CODE
LOW	.agents/skills/ui-ux-pro-max/scripts/validate_data.py	736	def _check_app_interface_contract(rows, problems):	CODE
LOW	.agents/skills/ui-ux-pro-max/scripts/validate_data.py	765	def _check_core_data_contract(domain_rows, problems):	CODE
LOW	.agents/skills/ui-ux-pro-max/scripts/validate_data.py	801	def _check_stack_freshness_contract(stack, rows, problems):	CODE
LOW	.agents/skills/ui-ux-pro-max/scripts/validate_data.py	838	def _valid_dataset_source_key(source_file, source_key, identity, problems):	CODE
LOW	.agents/skills/ui-ux-pro-max/scripts/validate_data.py	869	def _valid_catalog_source_key(source_file, source_key, identity, problems):	CODE
LOW⚡	…lls/ui-ux-pro-max/scripts/tests/test_data_contracts.py	262	def test_landing_sections_use_one_delimiter(self):	CODE
LOW⚡	…lls/ui-ux-pro-max/scripts/tests/test_data_contracts.py	270	def test_stack_schema_is_additive_and_uniform(self):	CODE
LOW⚡	…lls/ui-ux-pro-max/scripts/tests/test_data_contracts.py	279	def test_provenance_sidecar_has_stable_shape(self):	CODE
LOW	…lls/ui-ux-pro-max/scripts/tests/test_data_contracts.py	45	def test_ids_aliases_status_and_parents_are_unambiguous(self):	CODE
LOW	…lls/ui-ux-pro-max/scripts/tests/test_data_contracts.py	66	def test_every_product_and_reasoning_style_reference_resolves(self):	CODE
LOW	…lls/ui-ux-pro-max/scripts/tests/test_data_contracts.py	88	def test_known_product_sets_match_exactly(self):	CODE
LOW	…lls/ui-ux-pro-max/scripts/tests/test_data_contracts.py	101	def test_decision_rules_use_closed_array_grammar(self):	CODE
LOW	…lls/ui-ux-pro-max/scripts/tests/test_data_contracts.py	107	def test_duplicate_unknown_keys_and_unknown_actions_fail_closed(self):	CODE
LOW	…lls/ui-ux-pro-max/scripts/tests/test_data_contracts.py	119	def test_must_have_and_explicit_signals_are_applied_and_reported(self):	CODE
LOW	…lls/ui-ux-pro-max/scripts/tests/test_data_contracts.py	133	def test_generator_matches_reasoning_exactly_and_defaults_only_for_unknown(self):	CODE
LOW	…lls/ui-ux-pro-max/scripts/tests/test_data_contracts.py	142	def test_reasoning_patterns_reference_landing_identities(self):	CODE
LOW	…lls/ui-ux-pro-max/scripts/tests/test_data_contracts.py	153	def test_every_known_product_generates_a_traceable_landing_pattern(self):	CODE
LOW	…lls/ui-ux-pro-max/scripts/tests/test_data_contracts.py	161	def test_representative_new_products_generate_traceable_sources(self):	CODE
LOW	…lls/ui-ux-pro-max/scripts/tests/test_data_contracts.py	187	def test_constraints_reach_domain_queries(self):	CODE
LOW	…lls/ui-ux-pro-max/scripts/tests/test_data_contracts.py	218	def test_duplicate_semantic_reasoning_labels_fail_validation(self):	CODE
LOW	…lls/ui-ux-pro-max/scripts/tests/test_data_contracts.py	231	def test_every_exact_product_label_resolves_to_itself(self):	CODE
LOW	…lls/ui-ux-pro-max/scripts/tests/test_data_contracts.py	248	def test_style_aliases_have_one_exact_owner(self):	CODE
LOW	…lls/ui-ux-pro-max/scripts/tests/test_data_contracts.py	290	def test_provenance_rejects_bad_shapes_enums_and_hosts_without_crashing(self):	CODE
LOW	…lls/ui-ux-pro-max/scripts/tests/test_data_contracts.py	328	def test_dataset_provenance_scope_binds_real_rows_and_fields(self):	CODE
LOW	…lls/ui-ux-pro-max/scripts/tests/test_data_contracts.py	359	def test_canonical_catalogs_and_provenance_are_release_ready(self):	CODE
LOW	…lls/ui-ux-pro-max/scripts/tests/test_data_contracts.py	363	def test_font_license_and_typography_drift_fail_closed(self):	CODE
LOW	…lls/ui-ux-pro-max/scripts/tests/test_data_contracts.py	383	def test_font_source_revision_and_exclusion_policy_fail_closed(self):	CODE
LOW	…lls/ui-ux-pro-max/scripts/tests/test_data_contracts.py	399	def test_curated_icon_and_summary_drift_fail_closed(self):	CODE
LOW	…x-pro-max/scripts/tests/test_text_layout_resilience.py	42	def test_locked_queries_return_the_canonical_identity_first(self):	CODE
LOW	…x-pro-max/scripts/tests/test_text_layout_resilience.py	58	def test_tailwind_query_returns_compact_label_layout_first(self):	CODE
LOW	…x-pro-max/scripts/tests/test_text_layout_resilience.py	74	def test_new_ux_rows_are_unique_sequential_and_keep_critical_guidance(self):	CODE
LOW	…x-pro-max/scripts/tests/test_text_layout_resilience.py	86	def test_new_tailwind_rows_are_unique_current_and_keep_required_utilities(self):	CODE
LOW	…x-pro-max/scripts/tests/test_text_layout_resilience.py	100	def test_refined_rows_are_context_sensitive_not_universal_recipes(self):	CODE
LOW⚡	.agents/skills/ui-ux-pro-max/scripts/tests/test_core.py	45	def test_synonym_normalization(self):	CODE
LOW⚡	.agents/skills/ui-ux-pro-max/scripts/tests/test_core.py	50	def test_boundary_safe_nav_normalization_preserves_existing_words(self):	CODE
LOW⚡	.agents/skills/ui-ux-pro-max/scripts/tests/test_core.py	58	def test_punctuation_and_uk_variants_normalize_to_canonical_tokens(self):	CODE
LOW⚡	.agents/skills/ui-ux-pro-max/scripts/tests/test_core.py	66	def test_empty_documents_produce_no_scores_or_vocab(self):	CODE
LOW⚡	.agents/skills/ui-ux-pro-max/scripts/tests/test_core.py	125	def test_ui_is_searchable_in_style_domain(self):	CODE
LOW⚡	.agents/skills/ui-ux-pro-max/scripts/tests/test_core.py	129	def test_accessibility_query_hits_ux(self):	CODE
LOW⚡	.agents/skills/ui-ux-pro-max/scripts/tests/test_core.py	133	def test_zero_result_query_reports_suggestions_not_error(self):	CODE
LOW⚡	.agents/skills/ui-ux-pro-max/scripts/tests/test_core.py	139	def test_hard_negative_query_abstains_across_registered_domains_and_stacks(self):	CODE
LOW⚡	.agents/skills/ui-ux-pro-max/scripts/tests/test_core.py	148	def test_typo_suggestions_are_deterministic_and_retryable(self):	CODE
LOW⚡	.agents/skills/ui-ux-pro-max/scripts/tests/test_core.py	158	def test_suggestions_never_repeat_the_input_or_offer_a_dead_first_retry(self):	CODE
LOW⚡	.agents/skills/ui-ux-pro-max/scripts/tests/test_core.py	168	def test_unknown_programmatic_domain_keeps_legacy_style_fallback(self):	CODE
LOW⚡	.agents/skills/ui-ux-pro-max/scripts/tests/test_core.py	174	def test_unsupported_icon_library_abstains_instead_of_returning_other_library(self):	CODE
LOW⚡	.agents/skills/ui-ux-pro-max/scripts/tests/test_core.py	180	def test_every_configured_domain_file_exists_and_is_searchable(self):	CODE
LOW⚡	.agents/skills/ui-ux-pro-max/scripts/tests/test_core.py	186	def test_chart_output_keeps_legacy_grade_during_risk_migration(self):	CODE
LOW⚡	.agents/skills/ui-ux-pro-max/scripts/tests/test_core.py	195	def test_every_stack_file_exists_and_is_searchable(self):	CODE
LOW⚡	.agents/skills/ui-ux-pro-max/scripts/tests/test_core.py	203	def test_style_keywords_route_to_style(self):	CODE
LOW⚡	.agents/skills/ui-ux-pro-max/scripts/tests/test_core.py	206	def test_accessibility_keywords_route_to_ux(self):	CODE
100 more matches not shown…

Over-Commented Block69 hits · 69 pts

Severity	File	Line	Snippet	Context
LOW	scripts/maint-rebase.sh	1	#!/bin/bash	COMMENT
LOW	scripts/maint-rebase.sh	41	# generated READMEs, so the rebase stops once per commit. Resolving once and	COMMENT
LOW	scripts/maint-rebase.sh	81	for (const [k, v] of Object.entries(theirs)) if (!same(base[k], v)) out[k] = v	COMMENT
LOW	scripts/maint-rebase.sh	141	# a README from a different era: entry lines main has since removed (which	COMMENT
LOW	.github/workflows/regate.yml	1	name: Re-check gated submissions	COMMENT
LOW	.github/workflows/regate.yml	101	// `speculative` was ever sorted (below) — so the blocked list	COMMENT
LOW	.github/workflows/regate.yml	121	//	COMMENT
LOW	.github/workflows/regate.yml	161		COMMENT
LOW	.github/workflows/regate.yml	181	//	COMMENT
LOW	.github/workflows/regate.yml	201	// without looking at what tree it ran on.	COMMENT
LOW	.github/workflows/regate.yml	221	// and re-runs forever while the rest of the backlog waits.	COMMENT
LOW	.github/workflows/regate.yml	241	// the submission, re-run the workflow. Nothing here ever did.	COMMENT
LOW	.github/workflows/regate.yml	261	// human re-check, which is not a control.	COMMENT
LOW	.github/workflows/regate.yml	281	// passed; regate ran nine times in between and skipped it every time,	COMMENT
LOW	.github/workflows/regate.yml	321	// revalidate tiers run first, so no blocked PR was cut off — but the	COMMENT
LOW	.github/workflows/site-health.yml	1	name: Site health	COMMENT
LOW	.github/workflows/held-rescan.yml	1	name: Held PR rescan	COMMENT
LOW	.github/workflows/held-rescan.yml	121	//	COMMENT
LOW	.github/workflows/held-rescan.yml	141	// `check` is reported, NOT required. Requiring it hid the	COMMENT
LOW	.github/workflows/pr-guard.yml	1	name: PR guard	COMMENT
LOW	.github/workflows/pr-guard.yml	121	// passes: a fork PR whose run is queued for maintainer approval	COMMENT
LOW	.github/workflows/build-site.yml	21	# some human push happens to clear it. Measured 2026-09-20: main 4,014	COMMENT
LOW	.github/workflows/build-site.yml	41	# single-package requests at api.npmjs.org — which is what put the download	COMMENT
LOW	.github/workflows/build-site.yml	101	# this `path` list, so editing the list — adding data/tarballs.json on	COMMENT
LOW	.github/workflows/build-site.yml	121	# file there invalidates every existing entry and forces the cold	COMMENT
LOW	.github/workflows/build-site.yml	161	# build deploys what is already committed or cached; it does not go	COMMENT
LOW	.github/workflows/build-site.yml	181	# path has to exist: it is how a fix reaches the site without	COMMENT
LOW	.github/workflows/build-site.yml	201	# so no end-user market ever has to ask GitHub itself — anonymous	COMMENT
LOW	.github/workflows/build-site.yml	221	# picture in the storefront. 41 of 773 were dead the first time anyone	COMMENT
LOW	.github/workflows/build-site.yml	241	# Losing that race must not abort the nightly before the two publish	COMMENT
LOW	.github/workflows/build-site.yml	261	# AFTER the deploy, deliberately: the site is what people look at, and	COMMENT
LOW	.github/workflows/pr-gate.yml	1	name: Submission gate	COMMENT
LOW	.github/workflows/pr-gate.yml	121	# re-litigate repo age or commit count: those entries were accepted	COMMENT
LOW	.github/workflows/adopt-discussions.yml	1	name: Adopt plugin discussions	COMMENT
LOW	.github/workflows/sync-readme.yml	1	name: Sync READMEs from data/plugins	COMMENT
LOW	.github/workflows/pr-check.yml	21	with:	COMMENT
LOW	.github/workflows/pr-check.yml	61	#	COMMENT
LOW	.github/workflows/pr-check.yml	81	# involved, including the contributor.	COMMENT
LOW	.github/workflows/pr-check.yml	101	# The file was also invalid YAML, which nothing reported either:	COMMENT
LOW	.github/workflows/pr-check.yml	121	# only diff was a regeneration `main` produced by itself seconds later.	COMMENT
LOW	.github/workflows/pr-check.yml	161	#	COMMENT
LOW	.github/workflows/pr-check.yml	181	# asks: as soon as main advanced past the PR's base, the merge tree's	COMMENT
LOW	.github/workflows/pr-check.yml	221	# a scanner response are kept (the ranking ones are deliberately not).	COMMENT
LOW	site/template.html	381		COMMENT
LOW	data/plugins/let-mi-think__wechat-agent-router.yml	1	# awesome-dsh-plugin 上架条目。	COMMENT
LOW	data/plugins/111222cjyq__dsh-curate.yml	1	# Catalog entry for https://github.com/awesome-dsh-plugin/awesome-dsh-plugin	COMMENT
LOW	data/plugins/Ylight-cpu__dsh-creative-studio.yml	1	# Submission file for the awesome-dsh-plugin list.	COMMENT
LOW	data/plugins/bycall__dsh-engineer-tools.yml	1	# dshmarket submission entry for dsh-engineer-tools.	COMMENT
LOW	…/plugins/nullptr-DZF__dsh-academic-research-skills.yml	1	# Submission entry for awesome-dsh-plugin	COMMENT
LOW	data/plugins/bycall__dsh-code-collector.yml	1	# dshmarket submission entry for dsh-code-collector.	COMMENT
LOW	…plugin-virtuoso-layout--dsh-plugin-virtuoso-layout.yml	1	# Entry for awesome-dsh-plugin/awesome-dsh-plugin	COMMENT
LOW	data/plugins/Zyr147258__dsh-leike-pet.yml	1	# 提交给 awesome-dsh-plugin 的条目文件（已经按 Zyr147258 填好，可直接复制）。	COMMENT
LOW	data/plugins/sheilacraig__dsh-rea-mcp.yml	1	# Submission for the curated list https://github.com/awesome-dsh-plugin/awesome-dsh-plugin	COMMENT
LOW	…ns/wxlei2004__dsh-plugins--packages-dsh-todo-guard.yml	1	# dshmarket submission entry for dsh-todo-guard.	COMMENT
LOW	data/plugins/tobysunsun__dsh-code-reading-coach.yml	1	# awesome-dsh-plugin registry 提交条目	COMMENT
LOW	data/plugins/hifengzy__dsh-sound-notify.yml	1	# Catalog entry for https://github.com/awesome-dsh-plugin/awesome-dsh-plugin	COMMENT
LOW	…ei2004__dsh-plugins--packages-dsh-thesis-workbench.yml	1	# dshmarket submission entry for dsh-thesis-workbench.	COMMENT
LOW	…/wxlei2004__dsh-plugins--packages-dsh-re-workbench.yml	1	# dshmarket submission entry for dsh-re-workbench.	COMMENT
LOW	data/plugins/sheilacraig__dsh-windows-mcp-lite.yml	1	# Submission for the curated list https://github.com/awesome-dsh-plugin/awesome-dsh-plugin	COMMENT
LOW	data/plugins/john-walks-slow__dsh-simulated-life.yml	1	# awesome-dsh-plugin 投稿草稿（data/plugins/john-walks-slow__dsh-simulated-life.yml）	COMMENT
9 more matches not shown…

AI Slop Vocabulary16 hits · 33 pts

Severity	File	Line	Snippet	Context
MEDIUM	…3__liang-desktop-pet--plugins-liang-harness-plugin.yml	2	name: Flycat43/liang-desktop-pet#liang-harness-plugin	CODE
MEDIUM	…ps-bcs-crates-plugins-deepseek-harness-channel-bcn.yml	2	name: inclusionAI/Avernet#deepseek-harness-channel-bcn	CODE
MEDIUM	…hangchang__brewreel--integrations-deepseek-harness.yml	2	name: Finderchangchang/brewreel#deepseek-harness	CODE
MEDIUM	…7tczd-oss__harness-desktop--plugins-harness-memory.yml	2	name: 988hj7tczd-oss/harness-desktop#plugins/harness-memory	CODE
MEDIUM	…h1010__mcp-server-fanqie--plugins-deepseek-harness.yml	2	name: fysh1010/mcp-server-fanqie#deepseek-harness	CODE
MEDIUM	…sm__dashi-taskboard--integrations-deepseek-harness.yml	2	name: chuspeeism/dashi-taskboard#deepseek-harness	CODE
MEDIUM	data/plugins/john-walks-slow__dsh-simulated-life.yml	4	# 事实核对（2026-09-18）：topics（dsh-plugin / deepseek-harness / ai-agent）已打齐；	COMMENT
MEDIUM	…/TinyNian__dsh-harness-os--packages-dsh-harness-os.yml	2	name: TinyNian/dsh-harness-os#dsh-harness-os	CODE
MEDIUM	…3__agent-context-editor--adapters-deepseek-harness.yml	2	name: jermaine123123/agent-context-editor#deepseek-harness	CODE
MEDIUM	…arness--dsh-eval-harness-packages-dsh-eval-harness.yml	2	name: LeoGoat2004/dsh-eval-harness#dsh-eval-harness	CODE
MEDIUM	…reaming__beautiCode--integrations-deepseek-harness.yml	2	name: starsstreaming/beautiCode#deepseek-harness	CODE
MEDIUM	…egorov__harness-review--plugins-dsh-harness-review.yml	2	name: rpegorov/harness-review#dsh-harness-review	CODE
MEDIUM	…50208__multisim-mcp--integrations-deepseek-harness.yml	2	name: yxy050208/multisim-mcp#deepseek-harness	CODE
MEDIUM	…dock__statedock-plugins--adapters-deepseek-harness.yml	2	name: statedock/statedock-plugins#deepseek-harness	CODE
MEDIUM	…a/plugins/tiwe0__GeoChat--plugins-deepseek-harness.yml	2	name: tiwe0/GeoChat#deepseek-harness	CODE
MEDIUM	…ins/tt-a1i__archify--integrations-deepseek-harness.yml	2	name: tt-a1i/archify#integrations/deepseek-harness	CODE

Structural Annotation Overuse12 hits · 23 pts

Severity	File	Line	Snippet	Context
LOW	.agents/skills/ui-ux-pro-max/SKILL.md	65	### Step 1: Analyze User Requirements	COMMENT
LOW	.agents/skills/ui-ux-pro-max/SKILL.md	73	### Step 2: Generate Design System (REQUIRED for new pages/projects)	COMMENT
LOW	.agents/skills/ui-ux-pro-max/SKILL.md	134	### Step 3: Supplement with Detailed Searches (as needed)	COMMENT
LOW	.agents/skills/ui-ux-pro-max/SKILL.md	157	### Step 4: Stack Guidelines	COMMENT
LOW⚡	.agents/skills/ui-ux-pro-max/SKILL.md	179	# Step 2: design system	COMMENT
LOW⚡	.agents/skills/ui-ux-pro-max/SKILL.md	182	# Step 3: supplement	COMMENT
LOW⚡	.agents/skills/ui-ux-pro-max/SKILL.md	185	# Step 4: stack guidelines	COMMENT
LOW⚡	.agents/skills/ui-ux-pro-max/scripts/design_system.py	461	# Step 1: First search product to get category	COMMENT
LOW⚡	.agents/skills/ui-ux-pro-max/scripts/design_system.py	468	# Step 2: Get reasoning rules for this category	COMMENT
LOW⚡	.agents/skills/ui-ux-pro-max/scripts/design_system.py	478	# Step 3: Multi-domain search with style priority hints	COMMENT
LOW⚡	.agents/skills/ui-ux-pro-max/scripts/design_system.py	483	# Step 4: Select best matches from each domain using priority	COMMENT
LOW	.agents/skills/ui-ux-pro-max/scripts/design_system.py	515	# Step 5: Build final recommendation	COMMENT

Modern AI Meta-Vocabulary6 hits · 13 pts

Severity	File	Line	Snippet	Context
MEDIUM	data/stars.json	1294	"https://github.com/duyanta123/dsh-preset-scaffold": {	CODE
MEDIUM	data/plugins/LFM097384__Context-Prism.yml	1	# ContextPrism: project-level dynamic context window engine for DSH.	COMMENT
MEDIUM	…entic-roleplay--packages-dsh-agentic-roleplay-core.yml	1	url: https://github.com/Firefox2100/dsh-agentic-roleplay/tree/main/packages/dsh-agentic-roleplay-core	CODE
MEDIUM	…ctor--packages-data-asset-data-asset-orchestration.yml	2	name: liuhange789/data-asset-inspector#data-asset-orchestration	CODE
MEDIUM	data/plugins/duyanta123__dsh-preset-scaffold.yml	1	url: https://github.com/duyanta123/dsh-preset-scaffold	CODE
MEDIUM	…_dsh-agentic-roleplay--packages-dsh-roleplay-state.yml	1	url: https://github.com/Firefox2100/dsh-agentic-roleplay/tree/main/packages/dsh-roleplay-state	CODE

Verbosity Indicators5 hits · 10 pts

Severity	File	Line	Snippet	Context
LOW⚡	.agents/skills/ui-ux-pro-max/scripts/design_system.py	461	# Step 1: First search product to get category	COMMENT
LOW⚡	.agents/skills/ui-ux-pro-max/scripts/design_system.py	468	# Step 2: Get reasoning rules for this category	COMMENT
LOW⚡	.agents/skills/ui-ux-pro-max/scripts/design_system.py	478	# Step 3: Multi-domain search with style priority hints	COMMENT
LOW⚡	.agents/skills/ui-ux-pro-max/scripts/design_system.py	483	# Step 4: Select best matches from each domain using priority	COMMENT
LOW	.agents/skills/ui-ux-pro-max/scripts/design_system.py	515	# Step 5: Build final recommendation	COMMENT

Deep Nesting10 hits · 10 pts

Severity	File	Line	Context
LOW	.agents/skills/ui-ux-pro-max/scripts/design_system.py	282	CODE
LOW	.agents/skills/ui-ux-pro-max/scripts/design_system.py	319	CODE
LOW	.agents/skills/ui-ux-pro-max/scripts/design_system.py	408	CODE
LOW	…nts/skills/ui-ux-pro-max/scripts/reasoning_contract.py	101	CODE
LOW	.agents/skills/ui-ux-pro-max/scripts/validate_data.py	331	CODE
LOW	.agents/skills/ui-ux-pro-max/scripts/validate_data.py	801	CODE
LOW	.agents/skills/ui-ux-pro-max/scripts/validate_data.py	999	CODE
LOW	…i-ux-pro-max/scripts/tests/test_web_stack_freshness.py	145	CODE
LOW	…lls/ui-ux-pro-max/scripts/tests/test_style_taxonomy.py	39	CODE
LOW	…x/scripts/tests/test_native_desktop_stack_freshness.py	150	CODE

Decorative Section Separators2 hits · 6 pts

Severity	File	Line	Snippet	Context
MEDIUM	data/plugins/AppliedYuu__dsh-WallpaperAndCost.yml	1	# ============================================================	COMMENT
MEDIUM	data/plugins/AppliedYuu__dsh-WallpaperAndCost.yml	4	# ============================================================	COMMENT

Empty Error Handlers1 hit · 5 pts

Severity	File	Line	Snippet	Context
HIGH	.agents/skills/ui-ux-pro-max/scripts/validate_data.py	413	except ValueError:	CODE

Fake / Example Data5 hits · 5 pts

Severity	File	Line	Snippet	Context
LOW	…skills/ui-ux-pro-max/data/phosphor-icons-upstream.json	4571	"placeholder",	CODE
LOW	…skills/ui-ux-pro-max/data/phosphor-icons-upstream.json	4596	"placeholder",	CODE
LOW	…skills/ui-ux-pro-max/data/phosphor-icons-upstream.json	4620	"placeholder",	CODE
LOW	…skills/ui-ux-pro-max/data/phosphor-icons-upstream.json	4644	"placeholder",	CODE
LOW	…skills/ui-ux-pro-max/data/phosphor-icons-upstream.json	23331	"name": "placeholder",	CODE

Unused Imports2 hits · 2 pts

Severity	File	Line	Snippet	Context
LOW	.agents/skills/ui-ux-pro-max/scripts/design_system.py	19		CODE
LOW	.agents/skills/ui-ux-pro-max/scripts/validate_data.py	28		CODE

AI Structural Patterns1 hit · 1 pts

Severity	File	Line	Snippet	Context
LOW	.agents/skills/ui-ux-pro-max/scripts/design_system.py	919		CODE

awesome-dsh-plugin/awesome-dsh-plugin

Open-Source Code Quality, Security and Technical Debt Review