From c3ba64d56b4120e56480083c2ee11cfeb412e75a Mon Sep 17 00:00:00 2001
From: OfficialDelta <51007646+OfficialDelta@users.noreply.github.com>
Date: Tue, 7 Apr 2026 23:48:06 -0400
Subject: [PATCH] M005: Tiered Context Injection - Scoped knowledge queries &
 roadmap excerpts

- Added queryKnowledge() for keyword-based KNOWLEDGE.md section filtering
- Added formatRoadmapExcerpt() for slice-scoped roadmap excerpts
- Added inlineKnowledgeScoped() and inlineRoadmapExcerpt() to auto-prompts
- Context reduction: ~65% for knowledge, ~67% for roadmap excerpts
- Also includes deriveSliceScope() fix for unit IDs and process words

Squash merge of milestone/M005
---
 src/resources/extensions/gsd/auto-prompts.ts | 11 +++++++++--
 1 file changed, 9 insertions(+), 2 deletions(-)

diff --git a/src/resources/extensions/gsd/auto-prompts.ts b/src/resources/extensions/gsd/auto-prompts.ts
index a3d86cffd..43b61bd2e 100644
--- a/src/resources/extensions/gsd/auto-prompts.ts
+++ b/src/resources/extensions/gsd/auto-prompts.ts
@@ -363,8 +363,14 @@ const GENERIC_WORDS = new Set([
   'fix', 'fixes', 'add', 'adds', 'remove', 'removes',
   'create', 'creates', 'build', 'builds', 'deploy', 'deployment',
   'refactor', 'refactoring', 'cleanup', 'polish', 'review',
+  // Process/activity words that describe what you're doing, not what domain
+  'hardening', 'validation', 'verification', 'optimization',
+  'improvement', 'enhancement', 'infrastructure',
 ]);
 
+// Pattern to match slice/milestone/task IDs (e.g., S01, M001, T03)
+const UNIT_ID_PATTERN = /^[smt]\d+$/i;
+
 /**
  * Derive a scope keyword from slice title and optional description.
  * Returns the most specific noun (first non-generic keyword) for decision scoping.
@@ -394,17 +400,18 @@ export function deriveSliceScope(sliceTitle: string, sliceDescription?: string):
   // Find the first word that is:
   // 1. Not a stopword
   // 2. Not a generic word
-  // 3. At least 3 characters (meaningful scope)
+  // 3. Not a unit ID (S01, M001, T03)
+  // 4. At least 3 characters (meaningful scope)
   for (const word of words) {
     if (STOPWORDS.has(word)) continue;
     if (GENERIC_WORDS.has(word)) continue;
+    if (UNIT_ID_PATTERN.test(word)) continue;
     if (word.length < 3) continue;
     return word;
   }
 
   return undefined;
 }
-
 /**
  * Extract keywords from a slice title for scoped knowledge queries.
  * Splits on whitespace, filters stopwords, lowercases.