From 0fd3d5dd45e9f11662d3a25473172504f19745b6 Mon Sep 17 00:00:00 2001
From: "google-labs-jules[bot]"
 <161369871+google-labs-jules[bot]@users.noreply.github.com>
Date: Fri, 31 Jul 2026 11:29:27 +0000
Subject: [PATCH] perf(resolver): short-circuit jargon and noise checking in
 quality scoring

Optimizes `_check_jargon` and `_compute_noise` in `scripts/quality.py`
and its shadow copy in the skill directory to return early as soon as
the threshold is exceeded. This avoids redundant substring counting over
large resolved text documents.

Co-authored-by: d-oit <6849456+d-oit@users.noreply.github.com>
---
 .../do-web-doc-resolver/scripts/quality.py       | 16 ++++++++++++----
 scripts/quality.py                               | 16 ++++++++++++----
 2 files changed, 24 insertions(+), 8 deletions(-)

diff --git a/.agents/skills/do-web-doc-resolver/scripts/quality.py b/.agents/skills/do-web-doc-resolver/scripts/quality.py
index de6fc171..b7150095 100644
--- a/.agents/skills/do-web-doc-resolver/scripts/quality.py
+++ b/.agents/skills/do-web-doc-resolver/scripts/quality.py
@@ -86,8 +86,12 @@ def _check_jargon(text_lower: str) -> bool:
         "transform",
         "supercharge",
     ]
-    jargon_count = sum(text_lower.count(signal) for signal in jargon_signals)
-    return jargon_count > THRESHOLD_JARGON
+    jargon_count = 0
+    for signal in jargon_signals:
+        jargon_count += text_lower.count(signal)
+        if jargon_count > THRESHOLD_JARGON:
+            return True
+    return False
 
 
 def _check_frontmatter(text: str) -> bool:
@@ -115,8 +119,12 @@ def _check_anchors(text: str) -> bool:
 def _compute_noise(text_lower: str) -> bool:
     """Detect noisy signals like cookie/subscribe prompts."""
     noisy_signals = ["cookie", "subscribe", "javascript", "log in", "sign up"]
-    noise_count = sum(text_lower.count(signal) for signal in noisy_signals)
-    return noise_count > THRESHOLD_NOISE
+    noise_count = 0
+    for signal in noisy_signals:
+        noise_count += text_lower.count(signal)
+        if noise_count > THRESHOLD_NOISE:
+            return True
+    return False
 
 
 def is_bot_challenge(content: str) -> bool:
diff --git a/scripts/quality.py b/scripts/quality.py
index 9ee6b6ff..ff8db32f 100644
--- a/scripts/quality.py
+++ b/scripts/quality.py
@@ -86,8 +86,12 @@ def _check_jargon(text_lower: str) -> bool:
         "transform",
         "supercharge",
     ]
-    jargon_count = sum(text_lower.count(signal) for signal in jargon_signals)
-    return jargon_count > THRESHOLD_JARGON
+    jargon_count = 0
+    for signal in jargon_signals:
+        jargon_count += text_lower.count(signal)
+        if jargon_count > THRESHOLD_JARGON:
+            return True
+    return False
 
 
 def _check_frontmatter(text: str) -> bool:
@@ -115,8 +119,12 @@ def _check_anchors(text: str) -> bool:
 def _compute_noise(text_lower: str) -> bool:
     """Detect noisy signals like cookie/subscribe prompts."""
     noisy_signals = ["cookie", "subscribe", "javascript", "log in", "sign up"]
-    noise_count = sum(text_lower.count(signal) for signal in noisy_signals)
-    return noise_count > THRESHOLD_NOISE
+    noise_count = 0
+    for signal in noisy_signals:
+        noise_count += text_lower.count(signal)
+        if noise_count > THRESHOLD_NOISE:
+            return True
+    return False
 
 
 def is_bot_challenge(content: str) -> bool: