16.0

Adjusted Signal

16.0

Raw Pattern Score

100%

Time Factor

2026-10-30

Last Push

28.3K

Stars

HTML

Language

58.8K

Lines of Code

231

Files

270

Pattern Hits

2026-10-31

Scan Date

0.39

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 5.9/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 58 finding(s).

Hallucinated Dependency & Supply Chain Risk 36.3/100 · MEDIUM

Are imports declared and package/API names verified? 91 finding(s).

Agent Over-Engineering Ratio 27.5/100 · MEDIUM

Are wrappers, guards, and repeated structures necessary? 149 finding(s).

PR Review Velocity Impact 53.8/100 · HIGH

Which changes need focused human review? 270 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 89MEDIUM 96LOW 85

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 270 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.

Cross-Language Confusion80 hits · 515 pts

Severity	File	Line	Snippet	Context
HIGH	scripts/capabilities.py	85	print('截图与体检需要：pip install playwright pillow && playwright install chromium')	CODE
HIGH⚡	scripts/design_lint.py	45	if (!s \|\| s === 'transparent') return [0, 0, 0, 0];	CODE
HIGH⚡	scripts/design_lint.py	52	const raw = inner.includes('/') ? parts[parts.length - 1] : (/^(rgba\|hsla)\(/.test(s) && parts.length === 4 ? parts[	CODE
HIGH⚡	scripts/design_lint.py	59	if (/^(IMG\|VIDEO\|CANVAS\|PICTURE\|IFRAME)$/.test(e.tagName) \|\| e instanceof SVGElement) return null;	CODE
HIGH⚡	scripts/design_lint.py	61	if (cs.backgroundImage && cs.backgroundImage !== 'none') return null;	CODE
HIGH⚡	scripts/design_lint.py	61	if (cs.backgroundImage && cs.backgroundImage !== 'none') return null;	CODE
HIGH⚡	scripts/design_lint.py	62	const c = rgba(cs.backgroundColor); return c[3] > 0.9 ? c : undefined;	CODE
HIGH⚡	scripts/design_lint.py	65	const own = opaqueBg(el); if (own !== undefined) return own; // 按钮、标签自带的底色先算	CODE
HIGH⚡	scripts/design_lint.py	67	if (x >= 0 && y >= 0 && x < innerWidth && y < innerHeight) {	CODE
HIGH⚡	scripts/design_lint.py	69	if (e === el \|\| el.contains(e)) continue;	CODE
HIGH⚡	scripts/design_lint.py	70	const b = opaqueBg(e); if (b !== undefined) return b;	CODE
HIGH⚡	scripts/design_lint.py	74	for (let e = el.parentElement; e && e.nodeType === 1; e = e.parentElement) { const b = opaqueBg(e); if (b !== undefi	CODE
HIGH⚡	scripts/design_lint.py	74	for (let e = el.parentElement; e && e.nodeType === 1; e = e.parentElement) { const b = opaqueBg(e); if (b !== undefi	CODE
HIGH⚡	scripts/design_lint.py	77	const opacityOf = (el) => { let o = 1; for (let e = el; e && e.nodeType === 1; e = e.parentElement) o *= parseFloat(ge	CODE
HIGH⚡	scripts/design_lint.py	82	return r.width > 0 && r.height > 0 && cs.visibility !== 'hidden' && cs.display !== 'none' && parseFloat(cs.opacity)	CODE
HIGH⚡	scripts/design_lint.py	88	broken: [], fonts: {}, display: null, body: null, headlineSerif: false, textColors: {}, bg: null,	CODE
HIGH⚡	scripts/design_lint.py	93	let displayEl = null, maxFs = 0; // 标题字体 = 页面上字号最大的那段文字用的字体	CODE
HIGH⚡	scripts/design_lint.py	105	if (fs < (window.__MIN_LABEL \|\| 12)) out.small.push({ text: t.slice(0, 30), px: Math.round(fs) });	CODE
HIGH⚡	scripts/design_lint.py	105	if (fs < (window.__MIN_LABEL \|\| 12)) out.small.push({ text: t.slice(0, 30), px: Math.round(fs) });	CODE
HIGH⚡	scripts/design_lint.py	107	if (t.length >= 28 && !el.closest(CAPTION) && fs < (window.__MIN_BODY \|\| 14)) out.bodySmall.push({ text: t.slice(0	CODE
HIGH⚡	scripts/design_lint.py	107	if (t.length >= 28 && !el.closest(CAPTION) && fs < (window.__MIN_BODY \|\| 14)) out.bodySmall.push({ text: t.slice(0	CODE
HIGH⚡	scripts/design_lint.py	111	const c = contrast(fg, bg); const large = fs >= 24 \|\| (fs >= 18.66 && parseInt(cs.fontWeight) >= 700);	CODE
HIGH⚡	scripts/design_lint.py	112	if (c < (large ? 3 : 4.5)) out.lowContrast.push({ text: t.slice(0, 30), ratio: Math.round(c * 100) / 100, px: fs	CODE
HIGH⚡	scripts/design_lint.py	114	const caps = cs.textTransform === 'uppercase' \|\| (latin.length >= 3 && latin === latin.toUpperCase());	CODE
HIGH⚡	scripts/design_lint.py	116	if (caps && latin.length >= 2 && ls >= 0.06 && fs <= 15) out.eyebrows.push(t.slice(0, 30));	CODE
HIGH⚡	scripts/design_lint.py	116	if (caps && latin.length >= 2 && ls >= 0.06 && fs <= 15) out.eyebrows.push(t.slice(0, 30));	CODE
HIGH⚡	scripts/design_lint.py	120	if (/^0\d([\s./—-]\|$)/.test(t) && t.length <= 6) out.numbered.push(t);	CODE
HIGH⚡	scripts/design_lint.py	128	if (r.width > 200 && ['Top', 'Bottom', 'Left', 'Right'].some((s) => cs['border' + s + 'Style'] !== 'none' && parseFl	CODE
HIGH⚡	scripts/design_lint.py	129	if (r.width > 120 && r.height > 60 && (cs.backgroundColor !== 'rgba(0, 0, 0, 0)' \|\| cs.borderStyle !== 'none')) {	CODE
HIGH⚡	scripts/design_lint.py	141	if (n > 0 && n <= total * 0.4 && (cs.color !== hs.color \|\| cs.fontStyle !== hs.fontStyle \|\| cs.fontFamily !== hs.f	CODE
HIGH⚡	scripts/design_lint.py	141	if (n > 0 && n <= total * 0.4 && (cs.color !== hs.color \|\| cs.fontStyle !== hs.fontStyle \|\| cs.fontFamily !== hs.f	CODE
HIGH⚡	scripts/design_lint.py	141	if (n > 0 && n <= total * 0.4 && (cs.color !== hs.color \|\| cs.fontStyle !== hs.fontStyle \|\| cs.fontFamily !== hs.f	CODE
HIGH⚡	scripts/design_lint.py	153	if (img.complete && img.naturalWidth === 0 && visible(img)) out.broken.push(src.slice(0, 80) \|\| '(无 src)');	CODE
HIGH⚡	scripts/design_lint.py	153	if (img.complete && img.naturalWidth === 0 && visible(img)) out.broken.push(src.slice(0, 80) \|\| '(无 src)');	CODE
HIGH⚡	scripts/design_lint.py	154	else if (src && !/^(data:\|https?:\|blob:)/.test(src)) out.relImgs.push(src.slice(0, 60));	CODE
HIGH	scripts/design_lint.py	250	print('体检跳过：没装 Python 版 playwright。装上后再跑：pip install playwright pillow && playwright install chromium',	CODE
HIGH	scripts/design_lint.py	20	依赖：pip install playwright pillow && playwright install chromium	STRING
HIGH⚡	scripts/build_specimens.py	78	print('需要 Playwright：pip install playwright && python3 -m playwright install chromium')	CODE
HIGH⚡	scripts/xhs_render.py	47	const rects = [...range.getClientRects()].filter(r => r.width > 1 && r.height > 1);	CODE
HIGH⚡	scripts/xhs_render.py	50	let k = 1, p = el; while (p && p !== sec) { const tf = getComputedStyle(p).transform; if (tf && tf !== 'none') { c	CODE
HIGH⚡	scripts/xhs_render.py	53	items.push({ el, t: t.slice(0, 24), len: t.length, lines, px: Math.round(px * 10) / 10, ok: !!el.closest('[data-ov	CODE
HIGH⚡	scripts/xhs_render.py	58	if (it.px < minLabel) issues.push(['✗', `字号 ${it.px}px < 标签底线 ${minLabel}px`, it.t]);	CODE
HIGH⚡	scripts/xhs_render.py	59	else if (it.lines >= 2 && it.len >= 16 && it.px < minBody) issues.push(['✗', `段落字号 ${it.px}px < 正文底线 ${minBody}px`	CODE
HIGH⚡	scripts/xhs_render.py	59	else if (it.lines >= 2 && it.len >= 16 && it.px < minBody) issues.push(['✗', `段落字号 ${it.px}px < 正文底线 ${minBody}px`	CODE
HIGH⚡	scripts/xhs_render.py	61	if (l < -2 \|\| t < -2 \|\| r > sr.width + 2 \|\| b > sr.height + 2) { issues.push(['✗', '字出了页面', it.t]); break; }	CODE
HIGH⚡	scripts/xhs_render.py	61	if (l < -2 \|\| t < -2 \|\| r > sr.width + 2 \|\| b > sr.height + 2) { issues.push(['✗', '字出了页面', it.t]); break; }	CODE
HIGH⚡	scripts/xhs_render.py	64	const seam = [...Array(n - 1)].map((_, j) => (j + 1) * 1242).find(x => l < x - 4 && r > x + 4);	CODE
HIGH⚡	scripts/xhs_render.py	65	if (seam) { issues.push(['✗', `字跨第 ${seam / 1242} 道缝`, it.t]); break; }	CODE
HIGH⚡	scripts/xhs_render.py	73	if (a.ok \|\| b.ok \|\| a.el.contains(b.el) \|\| b.el.contains(a.el)) continue; // 同一段里的行内片段不算	CODE
HIGH⚡	scripts/xhs_render.py	74	if (a.rects.some(x => b.rects.some(y => hit(x, y)))) issues.push(['✗', '字压字', `${a.t} ／ ${b.t}`]);	CODE
HIGH⚡	scripts/xhs_render.py	79	let found = null;	CODE
HIGH⚡	scripts/xhs_render.py	87	if (!hitEl \|\| hitEl === it.el \|\| it.el.contains(hitEl) \|\| hitEl.contains(it.el) \|\| hitEl.closest('[data-overla	CODE
HIGH⚡	scripts/xhs_render.py	90	if (px < hb.left \|\| px > hb.right \|\| py < hb.top \|\| py > hb.bottom) continue;	CODE
HIGH⚡	scripts/xhs_render.py	95	if (found) issues.push(['!', found.tagName === 'IMG' ? '字压在图片框里（透明边也算，看一眼）' : '字被别的元素盖住', it.t]);	CODE
HIGH⚡	scripts/xhs_render.py	100	if (e.closest('[data-overlap-ok]') \|\| e.textContent.trim() \|\| e.children.length \|\| e.closest('svg')) return false;	CODE
HIGH⚡	scripts/xhs_render.py	111	return q.width > 0 && q.height > 0 && it.rects.some(x => hit(x, g));	CODE
HIGH⚡	scripts/xhs_render.py	113	if (hitShape) issues.push(['!', '字和图形挤在一起', it.t]);	CODE
HIGH⚡	scripts/xhs_render.py	115	out.push({ index: si, n, w: Math.round(sr.width), h: Math.round(sr.height), issues });	CODE
HIGH⚡	scripts/xhs_render.py	134	sys.exit('需要 Playwright 和 Pillow：pip install playwright pillow && python3 -m playwright install chromium')	CODE
HIGH⚡	scripts/pptx_from_rendered.py	73	out.push({	CODE
20 more matches not shown…

Decorative Section Separators96 hits · 288 pts

Severity	File	Line	Snippet	Context
MEDIUM⚡	references/gsap-recipes.md	113	// ── 五段 label，比例 15 / 15 / 40 / 20 / 10 ──────────────────	COMMENT
MEDIUM⚡	references/gsap-recipes.md	120	// ── S1 触发（节奏慢：单个动作 + 大量留白）─────────────────────	COMMENT
MEDIUM⚡	references/gsap-recipes.md	124	// ── S2 生成（一个明确的惊艳点，不堆动作）─────────────────────	COMMENT
MEDIUM⚡	references/gsap-recipes.md	132	// ── S4 爆发（镜头级动作：拉远 / rotationX / 多元素涌现）───────	COMMENT
MEDIUM⚡	references/gsap-recipes.md	136	// ── S5 落幅（Logo 形变收束，见 §3.6；之后什么都不发生）────────	COMMENT
MEDIUM	references/gsap-recipes.md	691	// ── 平面模式（纯 zoom + pan，无旋转）──────────────────────────	COMMENT
MEDIUM	references/animation-pitfalls.md	222	// ━━━━━━ state ━━━━━━	COMMENT
MEDIUM	references/animation-pitfalls.md	228	// ━━━━━━ tick ━━━━━━	COMMENT
MEDIUM	references/animation-pitfalls.md	252	// ━━━━━━ boot ━━━━━━	COMMENT
MEDIUM	references/animation-pitfalls.md	260	// ━━━━━━ seek 接口（供 render-video 防御性矫正用）━━━━━━	COMMENT
MEDIUM	scripts/render-video.js	100	// ── Phase 1: WARMUP (no recording, caches fonts/assets) ─────────────	COMMENT
MEDIUM	scripts/render-video.js	113	// ── Phase 2: RECORD (fresh context, animation from t=0) ─────────────	COMMENT
MEDIUM	scripts/mix-voiceover.sh	94	# ── ffmpeg filter graph ─────────────────────────────────────	COMMENT
MEDIUM	scripts/render-narration.sh	111	# ── Step 1: 录无声 MP4 ──────────────────────	COMMENT
MEDIUM	scripts/render-narration.sh	133	# ── Step 2: 混入人声 ──────────────────────	COMMENT
MEDIUM	scripts/pptx_from_rendered.py	39	# ─────────────────────────────────────────────────────────────	COMMENT
MEDIUM	scripts/pptx_from_rendered.py	41	# ─────────────────────────────────────────────────────────────	COMMENT
MEDIUM	scripts/pptx_from_rendered.py	292	# ── 文本 ──────────────────────────────────────────────	COMMENT
MEDIUM	scripts/pptx_from_rendered.py	363	# ── 形状 ──────────────────────────────────────────────	COMMENT
MEDIUM	scripts/pptx_from_rendered.py	401	# ── 图片 ──────────────────────────────────────────────	COMMENT
MEDIUM	scripts/pptx_from_rendered.py	440	# ── 装配 ──────────────────────────────────────────────	COMMENT
MEDIUM	scripts/pptx_from_rendered.py	493	# ─────────────────────────────────────────────────────────────	COMMENT
MEDIUM	scripts/pptx_from_rendered.py	495	# ─────────────────────────────────────────────────────────────	COMMENT
MEDIUM	scripts/pptx_from_rendered.py	534	# ─────────────────────────────────────────────────────────────	COMMENT
MEDIUM	scripts/pptx_from_rendered.py	536	# ─────────────────────────────────────────────────────────────	COMMENT
MEDIUM	scripts/pptx_from_rendered.py	573	# ─────────────────────────────────────────────────────────────	COMMENT
MEDIUM	scripts/pptx_from_rendered.py	264	# ─────────────────────────────────────────────────────────────	STRING
MEDIUM	scripts/pptx_from_rendered.py	266	# ─────────────────────────────────────────────────────────────	STRING
MEDIUM	scripts/add-music.sh	38	# ── Parse args ───────────────────────────────────────────────────────	COMMENT
MEDIUM	scripts/add-music.sh	65	# ── Resolve music source: --music wins, else --mood ─────────────────	COMMENT
MEDIUM	scripts/add-music.sh	80	# ── Resolve output path ─────────────────────────────────────────────	COMMENT
MEDIUM	scripts/add-music.sh	85	# ── Measure video duration, compute fade-out start ──────────────────	COMMENT
MEDIUM	demos/w1-brand-protocol.html	546	// ── Auto-scale stage to viewport ─────────────────	COMMENT
MEDIUM	demos/w1-brand-protocol.html	557	// ── Easing functions ─────────────────	COMMENT
MEDIUM	demos/w1-brand-protocol.html	575	// ── Timeline (total 12s) ─────────────────	COMMENT
MEDIUM	demos/c1-ios-prototype-en.html	814	// ── Scale to viewport (1920×1080 canvas) ─────────────────────────	COMMENT
MEDIUM	demos/c1-ios-prototype-en.html	823	// ── Easing ───────────────────────────────────────────────────────	COMMENT
MEDIUM	demos/c1-ios-prototype-en.html	836	// ── Elements ─────────────────────────────────────────────────────	COMMENT
MEDIUM	demos/c1-ios-prototype-en.html	899	// ── SFX via WebAudio ─────────────────────────────────────────────	COMMENT
MEDIUM	demos/c1-ios-prototype-en.html	947	// ── Timeline ─────────────────────────────────────────────────────	COMMENT
MEDIUM	demos/c1-ios-prototype-en.html	975	// ── Beat 1: 0-2s ─────────────────────────────────────────	COMMENT
MEDIUM	demos/c1-ios-prototype-en.html	1016	// ── Beat 2: 2-8s ─────────────────────────────────────────	COMMENT
MEDIUM	demos/c1-ios-prototype-en.html	1050	// ── Beat 3: 8-10s ────────────────────────────────────────	COMMENT
MEDIUM	demos/c5-infographic-en.html	631	// ── Beat 1: 0-2s · JSON data appears, types in ─────────	COMMENT
MEDIUM	demos/c5-infographic-en.html	648	// ── Pipe arrow (1.8 → 2.2) ─────────────────────────────	COMMENT
MEDIUM	demos/c5-infographic-en.html	654	// ── Beat 2a: 2.0-3.2s · Infographic canvas arrives ─────	COMMENT
MEDIUM	demos/c5-infographic-en.html	667	// ── Beat 2b: 3.0-4.2s · Display headline appears ──────	COMMENT
MEDIUM	demos/c5-infographic-en.html	688	// ── Beat 2d: 5.2-6.4s · Comparison bars grow ─────────	COMMENT
MEDIUM	demos/c5-infographic-en.html	732	// ── Beat 3: 8.2-10s · Brand reveal ───────────────────	COMMENT
MEDIUM	demos/c5-infographic.html	628	// ── Beat 1: 0-2s · JSON data appears, types in ─────────	COMMENT
MEDIUM	demos/c5-infographic.html	645	// ── Pipe arrow (1.8 → 2.2) ─────────────────────────────	COMMENT
MEDIUM	demos/c5-infographic.html	651	// ── Beat 2a: 2.0-3.2s · Infographic canvas arrives ─────	COMMENT
MEDIUM	demos/c5-infographic.html	664	// ── Beat 2b: 3.0-4.2s · Display headline appears ──────	COMMENT
MEDIUM	demos/c5-infographic.html	685	// ── Beat 2d: 5.2-6.4s · Comparison bars grow ─────────	COMMENT
MEDIUM	demos/c5-infographic.html	729	// ── Beat 3: 8.2-10s · Brand reveal ───────────────────	COMMENT
MEDIUM	demos/c1-ios-prototype.html	811	// ── Scale to viewport (1920×1080 canvas) ─────────────────────────	COMMENT
MEDIUM	demos/c1-ios-prototype.html	820	// ── Easing ───────────────────────────────────────────────────────	COMMENT
MEDIUM	demos/c1-ios-prototype.html	833	// ── Elements ─────────────────────────────────────────────────────	COMMENT
MEDIUM	demos/c1-ios-prototype.html	896	// ── SFX via WebAudio ─────────────────────────────────────────────	COMMENT
MEDIUM	demos/c1-ios-prototype.html	944	// ── Timeline ─────────────────────────────────────────────────────	COMMENT
36 more matches not shown…

Hyper-Verbose Identifiers28 hits · 39 pts

Severity	File	Line	Snippet	Context
LOW	scripts/tests/test_compare_failures.py	28	def test_all_unreadable_directions_are_not_a_success(self):	CODE
LOW⚡	scripts/tests/test_compare_failures.py	39	def test_one_readable_direction_cannot_mask_a_failure(self):	CODE
LOW⚡	scripts/tests/test_compare_failures.py	49	def test_two_distinct_directions_cannot_mask_a_failed_third(self):	CODE
LOW⚡	scripts/tests/test_compare_failures.py	59	def test_complete_distinct_comparison_still_passes(self):	CODE
LOW⚡	scripts/tests/test_compare_failures.py	67	def test_complete_colliding_comparison_still_fails(self):	CODE
LOW⚡	scripts/tests/test_pptx_from_rendered.py	36	def test_bare_text_next_to_svg_kept(self):	CODE
LOW⚡	scripts/tests/test_pptx_from_rendered.py	40	def test_bare_text_after_block_child_kept(self):	CODE
LOW⚡	scripts/tests/test_pptx_from_rendered.py	43	def test_text_transform_applied(self):	CODE
LOW⚡	scripts/tests/test_pptx_from_rendered.py	46	def test_fractional_opacity_reaches_shape_and_text(self):	CODE
LOW⚡	scripts/tests/test_pptx_from_rendered.py	53	def test_default_run_reports_no_loss(self):	CODE
LOW⚡	scripts/tests/test_pptx_from_rendered.py	61	def test_verify_reports_text_on_missing_slides(self):	CODE
LOW	scripts/tests/test_pptx_from_rendered.py	74	def test_verify_reports_text_when_no_slides_remain(self):	CODE
LOW	scripts/tests/test_pptx_from_rendered.py	81	def test_verify_reports_text_missing_from_pptx(self):	CODE
LOW⚡	scripts/tests/test_design_lint.py	39	def test_clean_page_is_not_accused(self):	CODE
LOW⚡	scripts/tests/test_design_lint.py	44	def test_broken_page_goes_red(self):	CODE
LOW⚡	scripts/tests/test_design_lint.py	51	def test_reskin_is_caught_by_layout_not_colour(self):	CODE
LOW⚡	scripts/tests/test_design_lint.py	60	def test_warm_cream_is_classified_warm(self):	CODE
LOW⚡	scripts/tests/test_design_lint.py	70	def test_no_false_red_on_svg_sibling_plate_and_caption(self):	CODE
LOW⚡	scripts/tests/test_design_lint.py	75	def test_deck_div_body_and_ghost_text_go_red(self):	CODE
LOW⚡	scripts/tests/test_design_lint.py	83	def test_unreachable_stylesheet_does_not_kill_the_batch(self):	CODE
LOW⚡	scripts/tests/test_design_lint.py	89	def test_glob_is_expanded_by_the_script(self):	CODE
LOW⚡	scripts/tests/test_design_lint.py	92	def test_brand_mode_only_compares_skeleton(self):	CODE
LOW	scripts/tests/test_design_lint.py	109	def test_add_then_check_flags_the_same_look(self):	CODE
LOW	scripts/tests/test_design_lint.py	129	def test_refuses_entries_nobody_can_check(self):	CODE
LOW⚡	scripts/tests/test_design_lint.py	148	def test_hand_edited_heading_without_trailing_dot_keeps_its_kind(self):	CODE
LOW⚡	scripts/tests/test_design_lint.py	153	def test_topic_named_like_a_subcommand_can_be_recalled(self):	CODE
LOW⚡	scripts/tests/test_design_lint.py	159	def test_blank_screenshot_counts_as_not_seen(self):	CODE
LOW	scripts/tests/test_design_lint.py	173	def test_local_image_goes_on_the_board(self):	CODE

Empty Error Handlers8 hits · 35 pts

Severity	File	Line	Snippet	Context
HIGH	scripts/capabilities.py	52	except Exception:	CODE
HIGH	scripts/capabilities.py	65	except Exception:	CODE
HIGH	scripts/design_lint.py	511	except Exception:	CODE
HIGH	scripts/design_lint.py	270	except Exception:	CODE
HIGH	scripts/build_specimens.py	70	except (AttributeError, ValueError):	CODE
HIGH	scripts/learn.py	176	except Exception:	CODE
HIGH	scripts/ref_board.py	41	except Exception:	CODE
HIGH	scripts/ref_board.py	87	except (AttributeError, ValueError):	CODE

Excessive Try-Catch Wrapping17 hits · 17 pts

Severity	File	Line	Snippet	Context
LOW	scripts/fetch_images.py	45	except Exception as e:	CODE
LOW	scripts/fetch_images.py	68	except Exception as e:	CODE
LOW	scripts/capabilities.py	52	except Exception:	CODE
LOW	scripts/capabilities.py	65	except Exception:	CODE
LOW⚡	scripts/design_lint.py	266	except Exception:	CODE
LOW⚡	scripts/design_lint.py	270	except Exception:	CODE
LOW⚡	scripts/design_lint.py	277	except Exception as e:	CODE
LOW	scripts/design_lint.py	511	except Exception:	CODE
LOW⚡	scripts/build_specimens.py	84	except Exception as e:	CODE
LOW⚡	scripts/build_specimens.py	92	except Exception as e:	CODE
LOW⚡	scripts/build_specimens.py	101	except Exception as e: # 单张失败不拖垮整批	CODE
LOW⚡	scripts/xhs_render.py	141	except Exception as e:	CODE
LOW⚡	scripts/xhs_render.py	148	except Exception: # 多半是字体外链在慢网或断网下没回来；按已加载的样子继续	CODE
LOW	scripts/learn.py	176	except Exception:	CODE
LOW	scripts/ref_board.py	41	except Exception:	CODE
LOW	scripts/ref_board.py	106	except Exception as e:	CODE
LOW	scripts/ref_board.py	125	except Exception as e:	CODE

Over-Commented Block13 hits · 13 pts

Severity	File	Line	Snippet	Context
LOW	scripts/mix-voiceover.sh	1	#!/usr/bin/env bash	COMMENT
LOW	scripts/convert-formats.sh	1	#!/bin/bash	COMMENT
LOW	scripts/verify-video.sh	1	#!/bin/bash	COMMENT
LOW	scripts/render-narration.sh	1	#!/usr/bin/env bash	COMMENT
LOW	scripts/render-narration.sh	21	# --keep-silent 保留中间产物（无声 MP4），便于 debug	COMMENT
LOW	scripts/sfx-cues.sh	1	#!/bin/bash	COMMENT
LOW	scripts/add-music.sh	1	#!/usr/bin/env bash	COMMENT
LOW	scripts/add-music.sh	21	#	COMMENT
LOW	scripts/design-gate-hook.sh	1	#!/bin/bash	COMMENT
LOW	demos/c6-expert-review-en.html	721	pointsG.appendChild(circle);	COMMENT
LOW	demos/w1-brand-protocol-en.html	561	}	COMMENT
LOW	demos/w2-junior-designer-en.html	741	// ────────────────────────────────────	COMMENT
LOW	demos/w2-junior-designer.html	741	function seg(time, start, end) {	COMMENT

Example Usage Blocks5 hits · 8 pts

Severity	File	Line	Snippet	Context
LOW	scripts/mix-voiceover.sh	4	# Usage:	COMMENT
LOW	scripts/convert-formats.sh	4	# Usage:	COMMENT
LOW	scripts/verify-video.sh	7	# Usage:	COMMENT
LOW	scripts/render-narration.sh	9	# Usage:	COMMENT
LOW	scripts/add-music.sh	4	# Usage:	COMMENT

Deep Nesting9 hits · 8 pts

Severity	File	Line	Context
LOW	scripts/capabilities.py	31	CODE
LOW	scripts/design_lint.py	246	CODE
LOW	scripts/build_specimens.py	66	CODE
LOW	scripts/xhs_render.py	121	CODE
LOW	scripts/pptx_from_rendered.py	441	CODE
LOW	scripts/learn.py	172	CODE
LOW	scripts/ref_board.py	83	CODE
LOW	scripts/verify.py	29	CODE
LOW	scripts/cloud/ai-review-video.py	151	CODE

Fake / Example Data5 hits · 5 pts

Severity	File	Line	Snippet	Context
LOW	SKILL.md	37	\| 文案 \| 每一句话都为设计服务 \| 用 Lorem ipsum 或「标题文字」占位交付 \|	CODE
LOW	references/launch-film-director-notes.md	144	「这部片不做的事」清单（紫渐变 / emoji / Lorem ipsum / Inter display / SVG 画人物 / 圆角卡 + 左 border accent）比「这部片做的事」清单更能保护质量。	CODE
LOW	scripts/html2pptx.js	764	if (classAttr.indexOf('placeholder') !== -1) {	CODE
LOW	assets/director-notes-samples/launch-film-30s-sample.md	142	\| 不用 Lorem ipsum \| 每一段假文都用真正能读的内容（含「md is the source. Anything else is product.」这种 hook） \|	CODE
LOW	assets/director-notes-samples/launch-film-30s-sample.md	804	- ✅ destination card 的「On Markdown」essay 内容是真的可读的英文哲学小段，不是 Lorem ipsum	CODE

Magic Placeholder Names1 hit · 5 pts

Severity	File	Line	Snippet	Context
HIGH	references/voiceover-pipeline.md	377	DOUBAO_TTS_API_KEY=<your_api_key>	CODE

Unused Imports5 hits · 4 pts

Severity	File	Line	Context
LOW	scripts/pptx_from_rendered.py	35	CODE
LOW	scripts/verify.py	19	CODE
LOW	scripts/verify.py	20	CODE
LOW	scripts/tests/test_pptx_from_rendered.py	6	CODE
LOW	scripts/tests/test_xhs_render.py	17	CODE

Structural Annotation Overuse3 hits · 4 pts

Severity	File	Line	Snippet	Context
LOW	assets/director-notes-samples/launch-film-30s-sample.md	1642	# Step 1: 加 BGM	COMMENT
LOW	assets/director-notes-samples/launch-film-30s-sample.md	1648	# Step 2: 加 SFX cues (按 Part II.6 SFX 字典逐 cue 加)	COMMENT
LOW	assets/director-notes-samples/launch-film-30s-sample.md	1659	# Step 3: 验证 audio stream	COMMENT

alchaincyf/huashu-design

Open-Source Code Quality, Security and Technical Debt Review