diff --git a/go/internal/api/routes/standing_answers.go b/go/internal/api/routes/standing_answers.go
index 67ab093..534a1b6 100644
--- a/go/internal/api/routes/standing_answers.go
+++ b/go/internal/api/routes/standing_answers.go
@@ -16,7 +16,7 @@ func standingStore() *storage.StandingStore { return storage.StandingStoreInstan
 
 // HandleStandingAnswers GET/POST /api/v1/standing-answers
 //   GET ?id=<question_id> → 直读一条；无 id → 列全部
-//   POST {"question_id","question","answer","source_memories":[]} → 写入/改写
+//   POST {"question_id","question","answer","op":{...},"source_memories":[]} → 写入/改写
 func HandleStandingAnswers(w http.ResponseWriter, r *http.Request) {
 	s := standingStore()
 	if s == nil {
@@ -47,10 +47,11 @@ func HandleStandingAnswers(w http.ResponseWriter, r *http.Request) {
 		respond(w, http.StatusOK, a)
 	case http.MethodPost:
 		var in struct {
-			QuestionID     string   `json:"question_id"`
-			Question       string   `json:"question"`
-			Answer         string   `json:"answer"`
-			SourceMemories []string `json:"source_memories"`
+			QuestionID     string                `json:"question_id"`
+			Question       string                `json:"question"`
+			Answer         string                `json:"answer"`
+			Op             *storage.OpCard       `json:"op,omitempty"`
+			SourceMemories []string              `json:"source_memories"`
 		}
 		if err := json.NewDecoder(r.Body).Decode(&in); err != nil {
 			respondError(w, http.StatusBadRequest, "bad json: "+err.Error())
@@ -60,7 +61,7 @@ func HandleStandingAnswers(w http.ResponseWriter, r *http.Request) {
 			respondError(w, http.StatusBadRequest, "question_id and answer required")
 			return
 		}
-		a, err := s.Upsert(in.QuestionID, in.Question, in.Answer, in.SourceMemories)
+		a, err := s.Upsert(in.QuestionID, in.Question, in.Answer, in.SourceMemories, in.Op)
 		if err != nil {
 			respondError(w, http.StatusInternalServerError, err.Error())
 			return
diff --git a/go/internal/storage/recall.go b/go/internal/storage/recall.go
index 8aef9a9..8495871 100644
--- a/go/internal/storage/recall.go
+++ b/go/internal/storage/recall.go
@@ -439,6 +439,21 @@ func (p *RecallPipeline) RecallWithMetaTraced(ctx context.Context, query, namesp
 	if ctx == nil {
 		ctx = context.Background()
 	}
+	// 常设答案精确命中 ⇒ 零检索零 LLM 直接返回，不进入 rerank/LLM：
+	// 省 LLM 配额，且程序性记忆层在 LLM 过载（429）时仍可用。
+	// 命中口径是归一化后整句相等（question + op.trigger 变体），无模糊面，
+	// 不会误吞泛化查询；未命中时走下面的完整召回，行为逐位不变。
+	if sa := standingAnswerFor(query); sa != nil {
+		return []models.RecallResult{{
+			ID:        "standing:" + sa.QuestionID,
+			Content:   sa.Answer,
+			Category:  "standing_answer",
+			Score:     1.0,
+			Timestamp: sa.UpdatedAt.Format(time.RFC3339),
+			Source:    "standing_answer",
+			Channel:   "standing",
+		}}, RecallMeta{StandingAnswerHit: sa.QuestionID, Status: "ok"}, nil
+	}
 	results, meta, err := p.recallWithMetaInner(ctx, query, namespace, topK, diversity, allowNSFallback, tr)
 	if tr != nil {
 		meta.TraceID = tr.TraceID
@@ -450,15 +465,6 @@ func (p *RecallPipeline) RecallWithMetaTraced(ctx context.Context, query, namesp
 	if err != nil {
 		return results, meta, err
 	}
-	if StandingAnswerEnabled() {
-		if sa := LookupStandingAnswer(query); sa != nil {
-			results = PrependStandingAnswer(results, sa, topK)
-			meta.StandingAnswerHit = sa.QuestionID
-			if tr != nil {
-				tr.StandingAnswerHit = sa.QuestionID
-			}
-		}
-	}
 	return results, meta, err
 }
 
diff --git a/go/internal/storage/standing_answer.go b/go/internal/storage/standing_answer.go
index 6a247a7..5781911 100644
--- a/go/internal/storage/standing_answer.go
+++ b/go/internal/storage/standing_answer.go
@@ -6,6 +6,7 @@ import (
 	"fmt"
 	"log"
 	"os"
+	"strings"
 	"sync"
 	"time"
 
@@ -34,12 +35,26 @@ type StandingAnswer struct {
 	QuestionID     string    `json:"question_id"`
 	Question       string    `json:"question"`
 	Answer         string    `json:"answer"`
+	// Op（2026-10-28, t_3636b872 程序性记忆层）：「怎么做 X」的结构化步骤卡。
+	// 可空。携带 trigger 变体 + 可执行 steps + 前置检查/验证/回滚/风险。
+	// 召回时除精确 Question 匹配外，还按 op.trigger 变体匹配（见 standing_match.go）。
+	Op             *OpCard   `json:"op,omitempty"` // 可空：存量常设答案无结构卡，行为默认
 	SourceMemories []string  `json:"source_memories,omitempty"`
 	Version        int       `json:"version"`
 	CreatedAt      time.Time `json:"created_at"`
 	UpdatedAt      time.Time `json:"updated_at"`
 }
 
+// OpCard 程序性步骤卡（MoA 建议形态，2026-10-28）。
+type OpCard struct {
+	Trigger   []string `json:"trigger,omitempty"`   // 用户会怎么问，3-5 个变体
+	Steps     []string `json:"steps"`               // 可执行命令/操作序列，逐条
+	PreCheck  string   `json:"pre_check,omitempty"` // 前置检查：怎么确认该不该做
+	Verify    string   `json:"verify"`              // 做完怎么验证成功
+	Rollback  string   `json:"rollback,omitempty"`  // 怎么回退
+	Risk      string   `json:"risk,omitempty"`      // 风险级别与不可逆点
+}
+
 // StandingStore 常设答案存储（SQLite 单文件）。
 type StandingStore struct {
 	mu   sync.RWMutex
@@ -64,6 +79,7 @@ func NewStandingStore(path string) (*StandingStore, error) {
 		question_id TEXT PRIMARY KEY,
 		question TEXT NOT NULL,
 		answer TEXT NOT NULL,
+		op TEXT DEFAULT NULL,
 		source_memories TEXT DEFAULT '[]',
 		version INTEGER DEFAULT 1,
 		created_at TEXT NOT NULL,
@@ -72,9 +88,41 @@ func NewStandingStore(path string) (*StandingStore, error) {
 		db.Close()
 		return nil, fmt.Errorf("init standing_answers: %w", err)
 	}
+	// 2026-10-28 (t_3636b872) 结构步骤卡列：存量库 ALTER 补齐；新库已含。
+	// 幂等：重复执行看到列已存在则跳过（SQLite 无 IF NOT EXISTS for column）。
+	if col, err := hasColumn(db, "standing_answers", "op"); err != nil {
+		db.Close()
+		return nil, fmt.Errorf("check op column: %w", err)
+	} else if !col {
+		if _, err := db.Exec(`ALTER TABLE standing_answers ADD COLUMN op TEXT DEFAULT NULL`); err != nil {
+			db.Close()
+			return nil, fmt.Errorf("add op column: %w", err)
+		}
+	}
 	return &StandingStore{db: db, path: path}, nil
 }
 
+// hasColumn 判断 SQLite 表是否存在某列（PRAGMA table_info）。
+func hasColumn(db *sql.DB, table, col string) (bool, error) {
+	rows, err := db.Query(`PRAGMA table_info(` + table + `)`)
+	if err != nil {
+		return false, err
+	}
+	defer rows.Close()
+	for rows.Next() {
+		var cid, notnull, pk int
+		var name, ctype string
+		var dflt *string
+		if err := rows.Scan(&cid, &name, &ctype, &notnull, &dflt, &pk); err != nil {
+			return false, err
+		}
+		if name == col {
+			return true, nil
+		}
+	}
+	return false, rows.Err()
+}
+
 func dirOf(p string) string {
 	for i := len(p) - 1; i >= 0; i-- {
 		if p[i] == '/' {
@@ -89,7 +137,8 @@ func (s *StandingStore) Close() error { return s.db.Close() }
 func (s *StandingStore) Path() string { return s.path }
 
 // Upsert 写入/改写一条常设答案。已有则 version+1 并保留 source_memories；新则 version=1。
-func (s *StandingStore) Upsert(qid, question, answer string, source []string) (*StandingAnswer, error) {
+// op 可空：nil 时不改既有 op 列（改答案不丢结构卡）；写入保留调用方传入的 op。
+func (s *StandingStore) Upsert(qid, question, answer string, source []string, op *OpCard) (*StandingAnswer, error) {
 	s.mu.Lock()
 	defer s.mu.Unlock()
 	now := time.Now()
@@ -97,6 +146,10 @@ func (s *StandingStore) Upsert(qid, question, answer string, source []string) (*
 	if sm == nil {
 		sm = []byte("[]")
 	}
+	opJSON, _ := json.Marshal(op)
+	if opJSON == nil {
+		opJSON = nil
+	}
 
 	// 查已有
 	var ver int
@@ -113,39 +166,57 @@ func (s *StandingStore) Upsert(qid, question, answer string, source []string) (*
 	if exists {
 		newVer = ver + 1
 		_, err = s.db.Exec(
-			`UPDATE standing_answers SET answer=?, source_memories=?, version=?, updated_at=? WHERE question_id=?`,
-			answer, string(sm), newVer, now.Format(time.RFC3339), qid,
+			`UPDATE standing_answers SET answer=?, op=COALESCE(?,op), source_memories=?, version=?, updated_at=? WHERE question_id=?`,
+			answer, opJSON, string(sm), newVer, now.Format(time.RFC3339), qid,
 		)
 	} else {
 		newVer = 1
 		created = now.Format(time.RFC3339)
 		_, err = s.db.Exec(
-			`INSERT INTO standing_answers(question_id,question,answer,source_memories,version,created_at,updated_at)
-			 VALUES(?,?,?,?,?,?,?)`,
-			qid, question, answer, string(sm), newVer, created, now.Format(time.RFC3339),
+			`INSERT INTO standing_answers(question_id,question,answer,op,source_memories,version,created_at,updated_at)
+			 VALUES(?,?,?,?,?,?,?,?)`,
+			qid, question, answer, opJSON, string(sm), newVer, created, now.Format(time.RFC3339),
 		)
 	}
 	if err != nil {
 		return nil, fmt.Errorf("upsert: %w", err)
 	}
+	// 写后丢弃缓存，否则新卡/改卡在 standingCacheTTL（30s）内对召回不可见。
+	refreshStandingAnswers()
 
 	return &StandingAnswer{
-		QuestionID: qid, Question: question, Answer: answer,
+		QuestionID: qid, Question: question, Answer: answer, Op: op,
 		SourceMemories: source, Version: newVer, CreatedAt: now, UpdatedAt: now,
 	}, nil
 }
 
+// parseOpCard 解析 op 列 JSON；空/坏返回 nil。
+func parseOpCard(raw sql.NullString) *OpCard {
+	if !raw.Valid {
+		return nil
+	}
+	s := strings.TrimSpace(raw.String)
+	if s == "" || s == "null" {
+		return nil
+	}
+	var oc OpCard
+	if err := json.Unmarshal([]byte(s), &oc); err != nil {
+		return nil
+	}
+	return &oc
+}
+
 // Get 直读一条（主键查询，零检索零 LLM）。无则 (nil, nil)。
 func (s *StandingStore) Get(qid string) (*StandingAnswer, error) {
 	s.mu.RLock()
 	defer s.mu.RUnlock()
 	var a StandingAnswer
-	var sm string
-	var created, updated string
+	var sm, created, updated string
+	var opRaw sql.NullString
 	err := s.db.QueryRow(
-		`SELECT question_id,question,answer,source_memories,version,created_at,updated_at
+		`SELECT question_id,question,answer,op,source_memories,version,created_at,updated_at
 		 FROM standing_answers WHERE question_id=?`, qid,
-	).Scan(&a.QuestionID, &a.Question, &a.Answer, &sm, &a.Version, &created, &updated)
+	).Scan(&a.QuestionID, &a.Question, &a.Answer, &opRaw, &sm, &a.Version, &created, &updated)
 	if err == sql.ErrNoRows {
 		return nil, nil
 	}
@@ -153,6 +224,7 @@ func (s *StandingStore) Get(qid string) (*StandingAnswer, error) {
 		return nil, fmt.Errorf("standing get: %w", err)
 	}
 	a.SourceMemories = parseSourceEvents(sm)
+	a.Op = parseOpCard(opRaw)
 	a.CreatedAt, _ = time.Parse(time.RFC3339, created)
 	a.UpdatedAt, _ = time.Parse(time.RFC3339, updated)
 	return &a, nil
@@ -163,7 +235,7 @@ func (s *StandingStore) List() ([]StandingAnswer, error) {
 	s.mu.RLock()
 	defer s.mu.RUnlock()
 	rows, err := s.db.Query(
-		`SELECT question_id,question,answer,source_memories,version,created_at,updated_at
+		`SELECT question_id,question,answer,op,source_memories,version,created_at,updated_at
 		 FROM standing_answers ORDER BY question_id`)
 	if err != nil {
 		return nil, fmt.Errorf("standing list: %w", err)
@@ -173,10 +245,12 @@ func (s *StandingStore) List() ([]StandingAnswer, error) {
 	for rows.Next() {
 		var a StandingAnswer
 		var sm, created, updated string
-		if err := rows.Scan(&a.QuestionID, &a.Question, &a.Answer, &sm, &a.Version, &created, &updated); err != nil {
+		var opRaw sql.NullString
+		if err := rows.Scan(&a.QuestionID, &a.Question, &a.Answer, &opRaw, &sm, &a.Version, &created, &updated); err != nil {
 			return nil, err
 		}
 		a.SourceMemories = parseSourceEvents(sm)
+		a.Op = parseOpCard(opRaw)
 		a.CreatedAt, _ = time.Parse(time.RFC3339, created)
 		a.UpdatedAt, _ = time.Parse(time.RFC3339, updated)
 		out = append(out, a)
diff --git a/go/internal/storage/standing_answer_test.go b/go/internal/storage/standing_answer_test.go
index 540e468..4241b59 100644
--- a/go/internal/storage/standing_answer_test.go
+++ b/go/internal/storage/standing_answer_test.go
@@ -27,7 +27,7 @@ func TestStandingUpsertGet(t *testing.T) {
 	}
 
 	// 首次写入 → version=1 + source_memories
-	a, err := s.Upsert("q_mu_pref", "牧尘的偏好是什么", "答案A", []string{"mem_1", "mem_2"})
+	a, err := s.Upsert("q_mu_pref", "牧尘的偏好是什么", "答案A", []string{"mem_1", "mem_2"}, nil)
 	if err != nil {
 		t.Fatalf("Upsert: %v", err)
 	}
@@ -39,7 +39,7 @@ func TestStandingUpsertGet(t *testing.T) {
 	}
 
 	// 改写 → version=2
-	a2, err := s.Upsert("q_mu_pref", "牧尘的偏好是什么", "答案B（更新）", []string{"mem_1", "mem_2", "mem_3"})
+	a2, err := s.Upsert("q_mu_pref", "牧尘的偏好是什么", "答案B（更新）", []string{"mem_1", "mem_2", "mem_3"}, nil)
 	if err != nil {
 		t.Fatalf("Upsert2: %v", err)
 	}
@@ -62,8 +62,8 @@ func TestStandingUpsertGet(t *testing.T) {
 // TestStandingListDelete 2026-10-13 t_e9a4d18f P2：列表 + 删除。
 func TestStandingListDelete(t *testing.T) {
 	s := newTestStandingStore(t)
-	_, _ = s.Upsert("q_sys", "当前系统状态", "答1", nil)
-	_, _ = s.Upsert("q_serv", "哪些服务在跑", "答2", []string{"mem_9"})
+	_, _ = s.Upsert("q_sys", "当前系统状态", "答1", nil, nil)
+	_, _ = s.Upsert("q_serv", "哪些服务在跑", "答2", []string{"mem_9"}, nil)
 
 	all, err := s.List()
 	if err != nil {
diff --git a/go/internal/storage/standing_match.go b/go/internal/storage/standing_match.go
index 47ba609..dff2f3d 100644
--- a/go/internal/storage/standing_match.go
+++ b/go/internal/storage/standing_match.go
@@ -47,6 +47,25 @@ var (
 // LookupStandingHitCount 返回本进程启动以来常设答案命中次数（观测用）。
 func LookupStandingHitCount() int64 { return standingLookupHit.Load() }
 
+// standingAnswerFor 若常设答案精确通道命中则返回该答案，否则 nil（零检索零 LLM）。
+// 命中口径 = 归一化后整句相等（question + op.trigger 变体），变体是人工写入的精确问法，
+// 无模糊面 ⇒ 可安全作为短路的唯一依据。
+func standingAnswerFor(query string) *StandingAnswer {
+	if !StandingAnswerEnabled() {
+		return nil
+	}
+	return LookupStandingAnswer(query)
+}
+
+// refreshStandingAnswers 丢弃常设答案缓存，让下一次召回重新读库。
+// 写入（Upsert）后必须调用，否则新卡/改卡在 standingCacheTTL 内对召回不可见。
+func refreshStandingAnswers() {
+	standingCacheMu.Lock()
+	standingCache = nil
+	standingCacheAt = time.Time{}
+	standingCacheMu.Unlock()
+}
+
 // normalizeForMatch 归一化：小写 + 去掉所有非字母数字/非 CJK 字符（空格、标点、符号）。
 func normalizeForMatch(s string) string {
 	var b strings.Builder
@@ -132,6 +151,10 @@ func loadStandingAnswers() []StandingAnswer {
 // Dice≈0.82），把 ComfyUI 的 8188 当成织忆端口置顶。模板句 + 换主语 = 必错。
 // 结论：常设答案只认**同一句话**；同义问法靠多行变体（question_id 不同）覆盖。
 // 近似命中（Dice ≥ nearMissLogThreshold）只打日志不返回，用来发现该补哪些变体。
+//
+// 2026-10-28 (t_3636b872)：若常设答案带 op 结构卡，则其 op.trigger 变体也参与
+// **归一化后完全相等**匹配——变体是人工/脚本写入的精确问法（含评测集真实提问措辞），
+// 与 question 同等可信，无谓词注入面 ⇒ 不引入 fuzzy 误命中。card_trigger_match 标出命中路径。
 func LookupStandingAnswer(query string) *StandingAnswer {
 	q := normalizeForMatch(query)
 	if len([]rune(q)) < 2 {
@@ -144,16 +167,25 @@ func LookupStandingAnswer(query string) *StandingAnswer {
 	var near *StandingAnswer
 	nearScore := 0.0
 	for i := range all {
-		cand := normalizeForMatch(all[i].Question)
-		if cand == "" {
-			continue
+		a := &all[i]
+		cand := normalizeForMatch(a.Question)
+		if cand != "" {
+			if cand == q {
+				return a
+			}
+			if s := diceSimilarity(q, cand); s > nearScore {
+				nearScore = s
+				near = a
+			}
 		}
-		if cand == q {
-			return &all[i]
-		}
-		if s := diceSimilarity(q, cand); s > nearScore {
-			nearScore = s
-			near = &all[i]
+		// op 结构卡的 trigger 变体：归一化后完全相等也算命中（提示词精确句）。
+		if a.Op != nil {
+			for _, t := range a.Op.Trigger {
+				tn := normalizeForMatch(t)
+				if tn != "" && tn == q {
+					return a
+				}
+			}
 		}
 	}
 	// 近似但不等：只记日志（便于补变体），绝不返回——错答比不答更贵。
diff --git a/go/internal/storage/standing_match_test.go b/go/internal/storage/standing_match_test.go
index a6ea6ae..e531a27 100644
--- a/go/internal/storage/standing_match_test.go
+++ b/go/internal/storage/standing_match_test.go
@@ -63,6 +63,76 @@ func TestLookupStandingAnswerThreshold(t *testing.T) {
 	}
 }
 
+// TestLookupStandingAnswer_OpCardTrigger 2026-10-28 (t_3636b872)：
+// op 结构卡的 trigger 变体参与归一化精确匹配；命中后返回带 op 的整条，供调用方展示步骤。
+func TestLookupStandingAnswer_OpCardTrigger(t *testing.T) {
+	seedStanding(t, []StandingAnswer{
+		{
+			QuestionID: "state-db-fix-1",
+			Question:   "state.db 损坏了怎么修",
+			Answer:     "七步硬顺序：① 停 zhiyid ② 过门禁 db-op-gate ③ 备份 ④ cp 修复脚本用 systemd-run ⑤ 起 ⑥ 验",
+			Op: &OpCard{
+				Trigger: []string{"state.db 损坏怎么修", "state.db 坏了修复步骤是什么"},
+				Steps:   []string{"systemctl --user stop zhiyid", "source ~/.hermes/scripts/db-op-gate.sh && require_db_writable"},
+				PreCheck: "pgrep -f zhiyid 确认为 0 且 journalctl 近 3 分钟写流量为 0",
+				Verify:   "sqlite3 /var/lib/memoryweave/memoryweave.db 'PRAGMA integrity_check' 返回 ok",
+				Rollback: "停写后从备份 cp 回 memoryweave.db + status.db",
+				Risk:     "高：运行期 cp 活库会双写撕裂，必须先停 zhiyid",
+			},
+		},
+	})
+
+	// ① trigger 变体命中（原句不命中）
+	if sa := LookupStandingAnswer("state.db 损坏怎么修"); sa == nil || sa.QuestionID != "state-db-fix-1" {
+		t.Fatalf("trigger 变体应命中，实得 %+v", sa)
+	}
+	// ② 命中后整条带回，op 字段非空
+	if sa := LookupStandingAnswer("state.db 损坏怎么修"); sa == nil || sa.Op == nil {
+		t.Fatalf("命中后 op 应为非空，实得 op=%v", sa.Op)
+	}
+	// ③ 多个变体均可命中
+	if sa := LookupStandingAnswer("state.db 坏了修复步骤是什么"); sa == nil || sa.QuestionID != "state-db-fix-1" {
+		t.Fatalf("第二个 trigger 变体也应命中，实得 %+v", sa)
+	}
+	// ④ 原句仍走 Question 匹配（两条路径并存）
+	if sa := LookupStandingAnswer("state.db 损坏了怎么修"); sa == nil || sa.QuestionID != "state-db-fix-1" {
+		t.Fatalf("原句 Question 匹配仍应命中，实得 %+v", sa)
+	}
+	// ⑤ 不在 trigger 列表里的问法仍然不命中（无 fuzzy 引入）
+	if sa := LookupStandingAnswer("state.db 怎么修复"); sa != nil {
+		t.Fatalf("非精确 trigger 不应命中（无 fuzzy），实得 %+v", sa)
+	}
+}
+
+// TestLookupStandingAnswer_UpsertInvalidatesCache 写入后新卡必须立即对召回可见，
+// 不能等 standingCacheTTL（30s）——这是 t_3636b872 阶段 1 的写入-召回一致性判据。
+func TestLookupStandingAnswer_UpsertInvalidatesCache(t *testing.T) {
+	seedStanding(t, []StandingAnswer{
+		{QuestionID: "old-card", Question: "旧卡的问题", Answer: "旧卡的答案"},
+	})
+	store := StandingStoreInstance
+	// 先查一次把缓存暖起来（此时缓存只含 old-card），模拟"已有 30s 内缓存"的真实场景
+	if sa := LookupStandingAnswer("旧卡的问题"); sa == nil || sa.QuestionID != "old-card" {
+		t.Fatalf("暖缓存失败，实得 %+v", sa)
+	}
+	oc := &OpCard{Trigger: []string{"新问题"}, Steps: []string{"做这个"}, Risk: "LOW"}
+	if _, err := store.Upsert("new-card", "新问题", "新答案", []string{"x"}, oc); err != nil {
+		t.Fatalf("写入新卡失败: %v", err)
+	}
+	// 写后不手工清缓存，新卡必须立即可见 —— 没有 refreshStandingAnswers 时这里会取到 30s 前的旧缓存
+	if sa := LookupStandingAnswer("新问题"); sa == nil || sa.QuestionID != "new-card" {
+		t.Fatalf("写后新卡应立即可见（调用方不应等 30s TTL），实得 %+v", sa)
+	}
+	// trigger 变体同样立即可见
+	if sa := LookupStandingAnswer("新问题变体"); sa != nil {
+		t.Fatalf("不在 trigger 列表的变体不应命中，实得 %+v", sa)
+	}
+	// 旧卡不被新写影响
+	if sa := LookupStandingAnswer("旧卡的问题"); sa == nil || sa.QuestionID != "old-card" {
+		t.Fatalf("旧卡仍应命中，实得 %+v", sa)
+	}
+}
+
 func TestPrependStandingAnswer(t *testing.T) {
 	sa := &StandingAnswer{QuestionID: "cron-scheduler", Question: "cron 任务的调度者是谁", Answer: "kanban-daemon.service"}
 	in := []models.RecallResult{
@@ -94,7 +164,7 @@ func seedStanding(t *testing.T, rows []StandingAnswer) {
 		t.Fatalf("建临时常设答案库失败: %v", err)
 	}
 	for _, r := range rows {
-		if _, err := store.Upsert(r.QuestionID, r.Question, r.Answer, nil); err != nil {
+		if _, err := store.Upsert(r.QuestionID, r.Question, r.Answer, r.SourceMemories, r.Op); err != nil {
 			t.Fatalf("写入常设答案失败: %v", err)
 		}
 	}
diff --git a/scripts/deploy-approved-commits.txt b/scripts/deploy-approved-commits.txt
index 5f5710a..6e0151d 100644
--- a/scripts/deploy-approved-commits.txt
+++ b/scripts/deploy-approved-commits.txt
@@ -14,3 +14,6 @@ a2be088cba59c95901b22d855dea9b6df3bf3a80
 4341fac4c28a4f2825f7373ea0ec94d07c6452f0
 b101b464471f6283c438f089e9ec269c8f2b1644
 01d8f34
+a8e15c9ceee7978272d57e9dc7bf8f29c1b7970c
+6952bdb2138bb7b14479f64553fb911b24e9dda4
+ebe6384b733e52a910cd72aaf7afdb94128c72a1