fix: let replay recover from dead letter jobs

test/autonomy.test.js

@@ -11,6 +11,7 @@ const { validatePaperIntent, createSimulator } = require('../src/autonomy/execut
 const { calculateOutcome } = require('../src/autonomy/outcomes');
 const { createOrderIntent } = require('../src/autonomy/orderIntents');
 const { reconcileArchiveBatch, reconcileLiveBatch } = require('../workers/autonomyWorker');
+const { scheduleNext } = require('../workers/replayWorker');
 
 test('autonomy schema and leased jobs are restart-safe', () => {
   const db = new Database(':memory:');
@@ -73,6 +74,40 @@ test('replay evidence cannot look beyond its information cutoff and remains non-
   assert.equal(executable.length, 0);
 });
 
+test('replay scheduler skips terminal replay jobs instead of pinning the cursor', () => {
+  const archive = new Database(':memory:');
+  archive.exec(`
+    CREATE TABLE articles (
+      id INTEGER PRIMARY KEY,
+      title TEXT,
+      description TEXT,
+      content TEXT,
+      pub_date_effective TEXT,
+      is_index_page INTEGER
+    )
+  `);
+  archive.prepare("INSERT INTO articles VALUES (1, 'bad', '', 'content', '2020-01-01T00:00:00Z', 0)").run();
+  archive.prepare("INSERT INTO articles VALUES (2, 'next', '', 'content', '2020-01-02T00:00:00Z', 0)").run();
+
+  const intelligence = new Database(':memory:');
+  initAutonomySchema(intelligence);
+  const runId = intelligence.prepare(`
+    INSERT INTO autonomy_replay_runs (watermark_at, strategy_version, prompt_version, coordinator_model)
+    VALUES ('2020-01-03T00:00:00Z', 'test', 'test', 'test')
+  `).run().lastInsertRowid;
+  enqueueJob(intelligence, {
+    jobType: 'replay_article', lane: 'historical', priority: 1, entityType: 'article', entityId: 1,
+    idempotencyKey: `replay:${runId}:article:1`,
+  });
+  intelligence.prepare("UPDATE autonomy_jobs SET status='dead_letter', attempts=5, last_error='fetch failed'").run();
+
+  const run = intelligence.prepare('SELECT * FROM autonomy_replay_runs WHERE id=?').get(runId);
+  const next = scheduleNext(intelligence, archive, run);
+  assert.equal(next.id, 2);
+  assert.equal(intelligence.prepare('SELECT cursor_article_id FROM autonomy_replay_runs WHERE id=?').get(runId).cursor_article_id, 1);
+  assert.equal(intelligence.prepare("SELECT COUNT(*) count FROM autonomy_jobs WHERE status='pending' AND entity_id='2'").get().count, 1);
+});
+
 test('calibration and policy abstain on insufficient evidence', () => {
   const calibration = calibrateOutcomes([
     { excess_return: 0.02, direction_correct: 1 },