fix(keyword-detector): narrow ULW auto-start to leading keyword position only

Ultraworked with [Sisyphus](https://github.com/code-yeongyu/oh-my-openagent)

Co-authored-by: Sisyphus <clio-agent@sisyphuslabs.ai>

src/hooks/keyword-detector/hook-ralph-loop.test.ts

@@ -86,6 +86,44 @@ describe("keyword-detector ralph-loop activation", () => {
     expect(startLoopCalls[0].options.ultrawork).toBe(true)
   })
 
+  test("#given ulw mentioned mid-sentence #when chat.message fires #then ralph-loop startLoop is not invoked", async () => {
+    // given
+    setMainSession("main-session")
+    const startLoopCalls: StartLoopCall[] = []
+    const ralphLoop = createMockRalphLoop(startLoopCalls)
+    const hook = createKeywordDetectorHook(createMockPluginInput(), undefined, ralphLoop)
+    const output = {
+      message: {} as Record<string, unknown>,
+      parts: [{ type: "text", text: "I think ulw is cool" }],
+    }
+
+    // when
+    await hook["chat.message"]({ sessionID: "main-session", agent: "sisyphus" }, output)
+
+    // then
+    expect(startLoopCalls).toHaveLength(0)
+    expect(output.parts[0]?.text).toBe("I think ulw is cool")
+  })
+
+  test("#given question about ultrawork #when chat.message fires #then ralph-loop startLoop is not invoked", async () => {
+    // given
+    setMainSession("main-session")
+    const startLoopCalls: StartLoopCall[] = []
+    const ralphLoop = createMockRalphLoop(startLoopCalls)
+    const hook = createKeywordDetectorHook(createMockPluginInput(), undefined, ralphLoop)
+    const output = {
+      message: {} as Record<string, unknown>,
+      parts: [{ type: "text", text: "what is ultrawork?" }],
+    }
+
+    // when
+    await hook["chat.message"]({ sessionID: "main-session", agent: "sisyphus" }, output)
+
+    // then
+    expect(startLoopCalls).toHaveLength(0)
+    expect(output.parts[0]?.text).toBe("what is ultrawork?")
+  })
+
   test("#given non-ulw message #when chat.message fires #then ralph-loop startLoop is not invoked", async () => {
     // given
     setMainSession("main-session")

src/hooks/keyword-detector/hook.ts

@@ -16,11 +16,16 @@ import type { RalphLoopHook } from "../ralph-loop"
 import { parseRalphLoopArguments } from "../ralph-loop/command-arguments"
 
 const ULTRAWORK_KEYWORD_PATTERN = /\b(ultrawork|ulw)\b/i
+const LEADING_ULTRAWORK_PATTERN = /^\s*(ultrawork|ulw)\b/i
 
 function extractUltraworkTask(cleanText: string): string {
   return cleanText.replace(ULTRAWORK_KEYWORD_PATTERN, "").trim()
 }
 
+function hasLeadingUltraworkKeyword(cleanText: string): boolean {
+  return LEADING_ULTRAWORK_PATTERN.test(cleanText)
+}
+
 export function createKeywordDetectorHook(
   ctx: PluginInput,
   _collector?: ContextCollector,
@@ -76,6 +81,16 @@ export function createKeywordDetectorHook(
         }
       }
 
+      if (!hasLeadingUltraworkKeyword(cleanText)) {
+        const preFilterCount = detectedKeywords.length
+        detectedKeywords = detectedKeywords.filter((k) => k.type !== "ultrawork")
+        if (preFilterCount > detectedKeywords.length) {
+          log(`[keyword-detector] Filtered non-leading ultrawork keyword`, {
+            sessionID: input.sessionID,
+          })
+        }
+      }
+
       if (detectedKeywords.length === 0) {
         return
       }