fix(todo-continuation-enforcer): track todo state changes for stagnation

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

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

src/hooks/todo-continuation-enforcer/session-state.ts

@@ -1,4 +1,4 @@
-import type { SessionState } from "./types"
+import type { SessionState, Todo } from "./types"
 
 // TTL for idle session state entries (10 minutes)
 const SESSION_STATE_TTL_MS = 10 * 60 * 1000
@@ -8,6 +8,8 @@ const SESSION_STATE_PRUNE_INTERVAL_MS = 2 * 60 * 1000
 interface TrackedSessionState {
   state: SessionState
   lastAccessedAt: number
+  lastCompletedCount?: number
+  lastTodoStatusSignature?: string
 }
 
 export interface ContinuationProgressUpdate {
@@ -19,7 +21,7 @@ export interface ContinuationProgressUpdate {
 export interface SessionStateStore {
   getState: (sessionID: string) => SessionState
   getExistingState: (sessionID: string) => SessionState | undefined
-  trackContinuationProgress: (sessionID: string, incompleteCount: number) => ContinuationProgressUpdate
+  trackContinuationProgress: (sessionID: string, incompleteCount: number, todos?: Todo[]) => ContinuationProgressUpdate
   resetContinuationProgress: (sessionID: string) => void
   cancelCountdown: (sessionID: string) => void
   cleanup: (sessionID: string) => void
@@ -27,6 +29,13 @@ export interface SessionStateStore {
   shutdown: () => void
 }
 
+function getTodoStatusSignature(todos: Todo[]): string {
+  return todos
+    .map((todo) => `${todo.id ?? `${todo.content}:${todo.priority}`}:${todo.status}`)
+    .sort()
+    .join("|")
+}
+
 export function createSessionStateStore(): SessionStateStore {
   const sessions = new Map<string, TrackedSessionState>()
 
@@ -46,19 +55,27 @@ export function createSessionStateStore(): SessionStateStore {
     pruneInterval.unref()
   }
 
-  function getState(sessionID: string): SessionState {
+  function getTrackedSession(sessionID: string): TrackedSessionState {
     const existing = sessions.get(sessionID)
     if (existing) {
       existing.lastAccessedAt = Date.now()
-      return existing.state
+      return existing
     }
 
     const state: SessionState = {
       stagnationCount: 0,
       consecutiveFailures: 0,
     }
-    sessions.set(sessionID, { state, lastAccessedAt: Date.now() })
+    const trackedSession: TrackedSessionState = {
-    return state
+      state,
+      lastAccessedAt: Date.now(),
+    }
+    sessions.set(sessionID, trackedSession)
+    return trackedSession
+  }
+
+  function getState(sessionID: string): SessionState {
+    return getTrackedSession(sessionID).state
   }
 
   function getExistingState(sessionID: string): SessionState | undefined {
@@ -72,12 +89,30 @@ export function createSessionStateStore(): SessionStateStore {
 
   function trackContinuationProgress(
     sessionID: string,
-    incompleteCount: number
+    incompleteCount: number,
+    todos?: Todo[]
   ): ContinuationProgressUpdate {
-    const state = getState(sessionID)
+    const trackedSession = getTrackedSession(sessionID)
+    const state = trackedSession.state
     const previousIncompleteCount = state.lastIncompleteCount
+    const currentCompletedCount = todos?.filter((todo) => todo.status === "completed").length
+    const currentTodoStatusSignature = todos ? getTodoStatusSignature(todos) : undefined
+    const hasCompletedMoreTodos =
+      currentCompletedCount !== undefined
+      && trackedSession.lastCompletedCount !== undefined
+      && currentCompletedCount > trackedSession.lastCompletedCount
+    const hasTodoStatusChanged =
+      currentTodoStatusSignature !== undefined
+      && trackedSession.lastTodoStatusSignature !== undefined
+      && currentTodoStatusSignature !== trackedSession.lastTodoStatusSignature
 
     state.lastIncompleteCount = incompleteCount
+    if (currentCompletedCount !== undefined) {
+      trackedSession.lastCompletedCount = currentCompletedCount
+    }
+    if (currentTodoStatusSignature !== undefined) {
+      trackedSession.lastTodoStatusSignature = currentTodoStatusSignature
+    }
 
     if (previousIncompleteCount === undefined) {
       state.stagnationCount = 0
@@ -88,7 +123,7 @@ export function createSessionStateStore(): SessionStateStore {
       }
     }
 
-    if (incompleteCount < previousIncompleteCount) {
+    if (incompleteCount < previousIncompleteCount || hasCompletedMoreTodos || hasTodoStatusChanged) {
       state.stagnationCount = 0
       return {
         previousIncompleteCount,
@@ -114,11 +149,17 @@ export function createSessionStateStore(): SessionStateStore {
   }
 
   function resetContinuationProgress(sessionID: string): void {
-    const state = getExistingState(sessionID)
+    const trackedSession = sessions.get(sessionID)
-    if (!state) return
+    if (!trackedSession) return
+
+    trackedSession.lastAccessedAt = Date.now()
+
+    const { state } = trackedSession
 
     state.lastIncompleteCount = undefined
     state.stagnationCount = 0
+    trackedSession.lastCompletedCount = undefined
+    trackedSession.lastTodoStatusSignature = undefined
   }
 
   function cancelCountdown(sessionID: string): void {