Converge run persistence on SQLite through the Store port

Why: Q1 WP5 - platform's SQLite becomes an implementation of the
squad Store port so run state and orchestration state live in one
database, and platform's in-process execution goes through the
Executor port instead of bypassing it (X6).

Evidence: all five modules go vet clean and go test ok, including
engine-on-SQLite (state in DB, no run-level JSON files, second
engine recovers from the same DB), SQLiteStore round trip, and the
full squad compatibility net.

Impact: runState/hitlGate exported so the port is implementable;
Options.Store wires into engineDeps; leader persistence and
checkpoints route through the port; PrepareWorkspace no longer
writes run-level JSON (st.save owns it); platform RunInProcess
takes squad.Executor (callers updated); serve mounts the engine on
platform's RunStore - single orchestration.db for both.

Refs: Documents proposal 2026-10-07-agent-stack-n1q1i1-plans.md Q1 WP5

adapters/sqlite/go.mod

@@ -4,10 +4,12 @@ go 1.27
 
 require (
 	agent-native v0.0.0
+	agent-squad v0.0.0
 	modernc.org/sqlite v1.37.0
 )
 
 require (
+	error-code-system v0.0.0 // indirect
 	github.com/dustin/go-humanize v1.0.1 // indirect
 	github.com/google/uuid v1.6.0 // indirect
 	github.com/mattn/go-isatty v0.0.20 // indirect

adapters/sqlite/platform_test.go

@@ -11,7 +11,7 @@ import (
 	"testing"
 	"time"
 
-	"agent-native/runtime/llm"
+	agentsquad "agent-squad/squad"
 )
 
 func TestOrchestrationFlow(t *testing.T) {
@@ -116,12 +116,10 @@ func TestOrchestrationFlow(t *testing.T) {
 	if err != nil {
 		t.Fatal(err)
 	}
-	text, err := s.RunInProcess(context.Background(), woke, work, func(ctx context.Context, model string, messages []llm.Message, td []llm.ToolDecl, opts llm.StreamOptions) <-chan llm.Event {
-		ch := make(chan llm.Event, 1)
-		ch <- llm.Event{Kind: llm.KindMessageEnd, Message: llm.Message{Role: llm.RoleAssistant, Content: "done", StopReason: llm.StopEnd}}
-		close(ch)
-		return ch
-	})
+	text, err := s.RunInProcess(context.Background(), woke, work, stubExecutor{result: &agentsquad.ExecResult{
+		Success: true, Logs: "done",
+		Patches: map[string][]byte{"output.md": []byte("done")},
+	}})
 	if err != nil || text != "done" {
 		t.Fatalf("in-process %q %v", text, err)
 	}

adapters/sqlite/runstore.go

@@ -0,0 +1,230 @@
+package platform
+
+import (
+	"database/sql"
+	"encoding/json"
+	"fmt"
+	"os"
+	"time"
+
+	"agent-squad/squad"
+)
+
+// SQLiteStore 把 squad 的 Store 端口落到本库（Q1 WP5）：run/gate/checkpoint/leader
+// 与平台其余表同一个 SQLite 文件——运行状态与平台状态不再各记一份。
+// 表名带 squad_run_ 前缀，与平台既有 23 张表并存不冲突。
+type SQLiteStore struct {
+	db *sql.DB
+}
+
+// OpenRunStore 在本 Store 的底层连接上提供 squad.Store 端口（schema 随 migrate 建）。
+func (s *Store) RunStore() *SQLiteStore {
+	return &SQLiteStore{db: s.db}
+}
+
+const runSchema = `
+CREATE TABLE IF NOT EXISTS squad_run_state (
+  ws_dir TEXT PRIMARY KEY,
+  meta TEXT NOT NULL, workflow TEXT NOT NULL, squad TEXT NOT NULL, bb TEXT NOT NULL,
+  template TEXT, approved TEXT, repair_budget_remaining INTEGER NOT NULL DEFAULT 0,
+  repair_budget_granted INTEGER NOT NULL DEFAULT 0,
+  clarifications TEXT, steering TEXT, usage TEXT, updated_at TEXT NOT NULL
+);
+CREATE TABLE IF NOT EXISTS squad_run_gate (
+  ws_dir TEXT PRIMARY KEY, gate TEXT NOT NULL
+);
+CREATE TABLE IF NOT EXISTS squad_run_checkpoint (
+  ws_dir TEXT NOT NULL, superstep INTEGER NOT NULL, at TEXT NOT NULL,
+  graph_hash TEXT NOT NULL, steps TEXT NOT NULL,
+  PRIMARY KEY (ws_dir, superstep)
+);
+CREATE TABLE IF NOT EXISTS squad_run_leader (
+  ws_dir TEXT PRIMARY KEY, data TEXT NOT NULL
+);
+`
+
+func (s *SQLiteStore) migrate() error {
+	_, err := s.db.Exec(runSchema)
+	return err
+}
+
+// OpenSQLiteStore 独立打开一个 squad.Store（不经 platform.Store 的场景，如测试）。
+func OpenSQLiteStore(path string) (*SQLiteStore, error) {
+	db, err := sql.Open("sqlite", path+"?_pragma=busy_timeout(5000)&_pragma=journal_mode(WAL)")
+	if err != nil {
+		return nil, err
+	}
+	s := &SQLiteStore{db: db}
+	if err := s.migrate(); err != nil {
+		_ = db.Close()
+		return nil, err
+	}
+	return s, nil
+}
+
+func j(v any) string {
+	b, err := json.Marshal(v)
+	if err != nil {
+		return ""
+	}
+	return string(b)
+}
+
+func (s *SQLiteStore) SaveRun(st *squad.RunState) error {
+	if err := s.migrate(); err != nil {
+		return err
+	}
+	_, err := s.db.Exec(`INSERT INTO squad_run_state
+	  (ws_dir, meta, workflow, squad, bb, template, approved, repair_budget_remaining, repair_budget_granted, clarifications, steering, usage, updated_at)
+	  VALUES (?,?,?,?,?,?,?,?,?,?,?,?,?)
+	  ON CONFLICT(ws_dir) DO UPDATE SET
+	    meta=excluded.meta, workflow=excluded.workflow, squad=excluded.squad, bb=excluded.bb,
+	    template=excluded.template, approved=excluded.approved,
+	    repair_budget_remaining=excluded.repair_budget_remaining,
+	    repair_budget_granted=excluded.repair_budget_granted,
+	    clarifications=excluded.clarifications, steering=excluded.steering,
+	    usage=excluded.usage, updated_at=excluded.updated_at`,
+		st.Meta.WorkDir, j(st.Meta), j(st.Plan.Workflow), j(st.Plan.Squad), j(st.BB),
+		st.Template, j(st.Approved), st.RepairBudgetRemaining, st.RepairBudgetGranted,
+		j(st.Clarifications), j(st.Steering), j(st.Usage), now())
+	return err
+}
+
+func (s *SQLiteStore) LoadRun(wsDir string) (*squad.RunState, error) {
+	if err := s.migrate(); err != nil {
+		return nil, err
+	}
+	st := &squad.RunState{}
+	var meta, wf, sq, bb, template, approved, clar, steering, usage string
+	row := s.db.QueryRow(`SELECT meta, workflow, squad, bb, template, approved,
+	  repair_budget_remaining, repair_budget_granted, clarifications, steering, usage
+	  FROM squad_run_state WHERE ws_dir = ?`, wsDir)
+	var granted int
+	err := row.Scan(&meta, &wf, &sq, &bb, &template, &approved,
+		&st.RepairBudgetRemaining, &granted, &clar, &steering, &usage)
+	if err != nil {
+		if err == sql.ErrNoRows {
+			return nil, fmt.Errorf("load run %s: %w", wsDir, os.ErrNotExist)
+		}
+		return nil, err
+	}
+	st.RepairBudgetGranted = granted
+	for pair, dst := range map[string]any{
+		meta: &st.Meta, wf: &st.Plan.Workflow, sq: &st.Plan.Squad, bb: &st.BB,
+		approved: &st.Approved, clar: &st.Clarifications, steering: &st.Steering, usage: &st.Usage,
+	} {
+		if err := json.Unmarshal([]byte(pair), dst); err != nil {
+			return nil, fmt.Errorf("load run %s: parse: %w", wsDir, err)
+		}
+	}
+	st.Template = template
+	if st.Approved == nil {
+		st.Approved = map[string]bool{}
+	}
+	return st, nil
+}
+
+func (s *SQLiteStore) SaveGate(wsDir string, gate *squad.HitlGate) error {
+	if err := s.migrate(); err != nil {
+		return err
+	}
+	if gate == nil {
+		_, err := s.db.Exec(`DELETE FROM squad_run_gate WHERE ws_dir = ?`, wsDir)
+		return err
+	}
+	_, err := s.db.Exec(`INSERT INTO squad_run_gate (ws_dir, gate) VALUES (?,?)
+	  ON CONFLICT(ws_dir) DO UPDATE SET gate=excluded.gate`, wsDir, j(gate))
+	return err
+}
+
+func (s *SQLiteStore) LoadGate(wsDir string) (*squad.HitlGate, error) {
+	if err := s.migrate(); err != nil {
+		return nil, err
+	}
+	var raw string
+	err := s.db.QueryRow(`SELECT gate FROM squad_run_gate WHERE ws_dir = ?`, wsDir).Scan(&raw)
+	if err != nil {
+		if err == sql.ErrNoRows {
+			return nil, nil
+		}
+		return nil, err
+	}
+	gate := &squad.HitlGate{}
+	if err := json.Unmarshal([]byte(raw), gate); err != nil {
+		return nil, fmt.Errorf("parse gate: %w", err)
+	}
+	return gate, nil
+}
+
+func (s *SQLiteStore) SaveCheckpoint(wsDir string, cp squad.Checkpoint) error {
+	if err := s.migrate(); err != nil {
+		return err
+	}
+	_, err := s.db.Exec(`INSERT INTO squad_run_checkpoint (ws_dir, superstep, at, graph_hash, steps)
+	  VALUES (?,?,?,?,?)
+	  ON CONFLICT(ws_dir, superstep) DO UPDATE SET at=excluded.at, graph_hash=excluded.graph_hash, steps=excluded.steps`,
+		wsDir, cp.Superstep, cp.At.UTC().Format("2006-01-02T15:04:05Z07:00"), cp.GraphHash, j(cp.StepStates))
+	return err
+}
+
+func (s *SQLiteStore) LoadLatestCheckpoint(wsDir string) (*squad.Checkpoint, error) {
+	if err := s.migrate(); err != nil {
+		return nil, err
+	}
+	var cp squad.Checkpoint
+	var at, steps string
+	err := s.db.QueryRow(`SELECT superstep, at, graph_hash, steps FROM squad_run_checkpoint
+	  WHERE ws_dir = ? ORDER BY superstep DESC LIMIT 1`, wsDir).
+		Scan(&cp.Superstep, &at, &cp.GraphHash, &steps)
+	if err != nil {
+		if err == sql.ErrNoRows {
+			return nil, nil
+		}
+		return nil, err
+	}
+	t, _ := parseTime(at)
+	cp.At = t
+	if err := json.Unmarshal([]byte(steps), &cp.StepStates); err != nil {
+		return nil, fmt.Errorf("parse checkpoint steps: %w", err)
+	}
+	return &cp, nil
+}
+
+func (s *SQLiteStore) SaveLeader(wsDir string, data []byte) error {
+	if err := s.migrate(); err != nil {
+		return err
+	}
+	_, err := s.db.Exec(`INSERT INTO squad_run_leader (ws_dir, data) VALUES (?,?)
+	  ON CONFLICT(ws_dir) DO UPDATE SET data=excluded.data`, wsDir, string(data))
+	return err
+}
+
+func (s *SQLiteStore) LoadLeader(wsDir string) ([]byte, error) {
+	if err := s.migrate(); err != nil {
+		return nil, err
+	}
+	var raw string
+	err := s.db.QueryRow(`SELECT data FROM squad_run_leader WHERE ws_dir = ?`, wsDir).Scan(&raw)
+	if err != nil {
+		if err == sql.ErrNoRows {
+			return nil, nil
+		}
+		return nil, err
+	}
+	return []byte(raw), nil
+}
+
+// Close 只在独立打开（OpenSQLiteStore）时调用；经 platform.Store 打开时由平台统一关闭。
+func (s *SQLiteStore) Close() error { return s.db.Close() }
+
+var _ squad.Store = (*SQLiteStore)(nil)
+
+// parseTime 解析检查点时间（RFC3339Nano 与 RFC3339 两态）。
+func parseTime(s string) (time.Time, error) {
+	for _, layout := range []string{time.RFC3339Nano, time.RFC3339} {
+		if t, err := time.Parse(layout, s); err == nil {
+			return t, nil
+		}
+	}
+	return time.Time{}, fmt.Errorf("bad time %q", s)
+}

adapters/sqlite/runstore_test.go

@@ -0,0 +1,188 @@
+package platform
+
+import (
+	"context"
+	"os"
+	"path/filepath"
+	"testing"
+	"time"
+
+	"agent-squad/squad"
+)
+
+func newTestRunState(wsDir string) *squad.RunState {
+	return &squad.RunState{
+		Meta: squad.RunMetadata{
+			ID: "run_test", Status: "executing", WorkDir: wsDir,
+			CreatedAt: time.Now(), UpdatedAt: time.Now(),
+			Metadata: map[string]string{"mode": ""},
+		},
+		Plan: squad.SquadPlan{
+			Workflow: squad.WorkflowPlan{
+				WorkflowID: "wf1", Status: "in_progress",
+				Steps: []squad.StepSpec{
+					{ID: "s1", Role: "researcher", Status: "completed", Attempts: 1, AttemptID: "run_test/s1/1"},
+					{ID: "s2", Role: "writer", Status: "pending"},
+				},
+			},
+			Squad: squad.SquadConfig{SquadName: "demo"},
+		},
+		BB:                    squad.BlackboardState{Facts: []squad.FactItem{{ID: "f1", Claim: "x"}}},
+		Template:              "tpl",
+		Approved:              map[string]bool{"step:s1": true},
+		RepairBudgetRemaining: 1,
+		RepairBudgetGranted:   0,
+		Clarifications:        []string{"c1"},
+		Steering:              []string{"st1"},
+		Usage:                 map[string]*squad.Usage{"writer": {PromptTokens: 10, CompletionTokens: 5, Steps: 1}},
+	}
+}
+
+// TestSQLiteStoreRoundTrip：run/gate/checkpoint/leader 全链路（Q1 WP5 端口实现）。
+func TestSQLiteStoreRoundTrip(t *testing.T) {
+	st, err := OpenSQLiteStore(filepath.Join(t.TempDir(), "runs.db"))
+	if err != nil {
+		t.Fatal(err)
+	}
+	defer st.Close()
+	ws := filepath.Join(t.TempDir(), "runs", "run_test")
+	orig := newTestRunState(ws)
+	if err := st.SaveRun(orig); err != nil {
+		t.Fatal(err)
+	}
+	got, err := st.LoadRun(ws)
+	if err != nil {
+		t.Fatal(err)
+	}
+	if got.Meta.ID != "run_test" || got.Plan.Workflow.WorkflowID != "wf1" || got.Template != "tpl" {
+		t.Fatalf("loaded = %+v", got.Meta)
+	}
+	if !got.Approved["step:s1"] || got.RepairBudgetRemaining != 1 || len(got.Clarifications) != 1 || len(got.Steering) != 1 {
+		t.Fatalf("scalars = %+v", got)
+	}
+	if got.Usage["writer"].PromptTokens != 10 {
+		t.Fatalf("usage = %+v", got.Usage)
+	}
+	if _, err := st.LoadRun(filepath.Join(t.TempDir(), "nope")); err == nil {
+		t.Fatal("missing run should error")
+	}
+
+	// gate：写→读→删。
+	gate := &squad.HitlGate{PrevStatus: squad.RunExecuting}
+	if err := st.SaveGate(ws, gate); err != nil {
+		t.Fatal(err)
+	}
+	if g2, err := st.LoadGate(ws); err != nil || g2 == nil {
+		t.Fatalf("load gate: %v %+v", err, g2)
+	}
+	if err := st.SaveGate(ws, nil); err != nil {
+		t.Fatal(err)
+	}
+	if g2, err := st.LoadGate(ws); err != nil || g2 != nil {
+		t.Fatalf("gate after delete: %v %+v", err, g2)
+	}
+
+	// checkpoint：两层，latest 取最大 superstep。
+	if err := st.SaveCheckpoint(ws, squad.Checkpoint{Superstep: 1, At: time.Now(), GraphHash: "h1", StepStates: []squad.StepSnapshot{{ID: "s1", Status: "completed", AttemptID: "run_test/s1/1"}}}); err != nil {
+		t.Fatal(err)
+	}
+	if err := st.SaveCheckpoint(ws, squad.Checkpoint{Superstep: 2, At: time.Now(), GraphHash: "h2"}); err != nil {
+		t.Fatal(err)
+	}
+	latest, err := st.LoadLatestCheckpoint(ws)
+	if err != nil || latest == nil {
+		t.Fatalf("latest: %v", err)
+	}
+	if latest.Superstep != 2 || latest.GraphHash != "h2" {
+		t.Fatalf("latest = %+v", latest)
+	}
+	if l2, err := st.LoadLatestCheckpoint(filepath.Join(t.TempDir(), "nope")); err != nil || l2 != nil {
+		t.Fatalf("latest for unknown: %v %+v", err, l2)
+	}
+
+	// leader bytes。
+	if err := st.SaveLeader(ws, []byte(`{"turns":2}`)); err != nil {
+		t.Fatal(err)
+	}
+	data, err := st.LoadLeader(ws)
+	if err != nil || string(data) != `{"turns":2}` {
+		t.Fatalf("leader = %q %v", data, err)
+	}
+}
+
+// TestEngineRunsOnSQLiteStore：引擎注入 SQLiteStore 后运行状态进 SQLite、
+// 不再写 run 级 JSON 文件；第二引擎可从中恢复（验收第三条的实证形态）。
+func TestEngineRunsOnSQLiteStore(t *testing.T) {
+	dbPath := filepath.Join(t.TempDir(), "runs.db")
+	runStore, err := OpenSQLiteStore(dbPath)
+	if err != nil {
+		t.Fatal(err)
+	}
+	defer runStore.Close()
+	dir := t.TempDir()
+	reg := squad.NewRoleRegistry()
+	for _, spec := range []squad.RoleSpec{{Role: "researcher", Backend: "script"}, {Role: "writer", Backend: "script"}, {Role: "reviewer", Backend: "script"}} {
+		if err := reg.Register(spec); err != nil {
+			t.Fatal(err)
+		}
+	}
+	backends := squad.NewBackendResolver()
+	backends.RegisterInstance("script", stubExecutor{result: &squad.ExecResult{Success: false, Logs: "ok", Patches: map[string][]byte{"output.md": []byte(goodReportLite), "notes.md": []byte(goodReportLite), "fields.json": []byte("{}")}}})
+	blueprints := squad.NewBlueprintRegistry()
+	if err := blueprints.Register(squad.Blueprint{
+		Key: "demo", Title: "入库演示", Match: []string{"入库演示"},
+		Steps: []squad.StepSpec{
+			{ID: "s1", Role: "researcher", Title: "调研", Targets: []string{"notes.md", "fields.json"}},
+			{ID: "s2", Role: "writer", Title: "成文", Targets: []string{"output.md"}},
+			{ID: "s3", Role: "reviewer", Title: "终审", Targets: []string{"output.md"}},
+		},
+	}); err != nil {
+		t.Fatal(err)
+	}
+	eng, err := squad.NewEngine(squad.Options{
+		DataDir: dir, Registry: reg, Blueprints: blueprints,
+		Planner:  squad.NewRulePlanner(),
+		Backends: backends, Sink: squad.NopSink{},
+		Store: runStore,
+	})
+	if err != nil {
+		t.Fatal(err)
+	}
+	res, err := eng.Run(context.Background(), squad.Goal{Text: "做一个三步入库演示", HitlMode: squad.HitlAuto}, squad.RunOptions{})
+	if err != nil || res.Status != squad.RunCompleted {
+		t.Fatalf("run: %v %+v", err, res)
+	}
+	// run 级 JSON 不在盘上（状态全进了 SQLite）。
+	for _, f := range []string{"workspace.json", "workflow.json", "squad.json", "blackboard.json", "runstate.json"} {
+		if _, err := os.Stat(filepath.Join(res.WorkDir, f)); !os.IsNotExist(err) {
+			t.Fatalf("%s should not be on disk with SQLite store (err=%v)", f, err)
+		}
+	}
+	// 状态可经端口读回。
+	st, err := runStore.LoadRun(res.WorkDir)
+	if err != nil {
+		t.Fatal(err)
+	}
+	if st.Plan.Workflow.Status != "completed" {
+		t.Fatalf("workflow status = %s", st.Plan.Workflow.Status)
+	}
+	latest, err := runStore.LoadLatestCheckpoint(res.WorkDir)
+	if err != nil || latest == nil {
+		t.Fatalf("latest checkpoint: %v", err)
+	}
+	// 第二引擎（同库）恢复可用。
+	eng2, err := squad.NewEngine(squad.Options{
+		DataDir: dir, Registry: reg, Blueprints: blueprints,
+		Planner:  squad.NewRulePlanner(),
+		Backends: backends, Sink: squad.NopSink{},
+		Store: runStore,
+	})
+	if err != nil {
+		t.Fatal(err)
+	}
+	if _, err := eng2.Inspect(res.RunID); err != nil {
+		t.Fatalf("inspect from second engine: %v", err)
+	}
+}
+
+const goodReportLite = "# 测试交付物\n\n## 概述\n\n这是由脚本后端生成的合格交付物，长度超过五十个字符以满足最小质检要求。\n"

adapters/sqlite/runtime.go

@@ -9,8 +9,7 @@ import (
 	"path/filepath"
 	"strings"
 
-	"agent-native/runtime"
-	"agent-native/runtime/llm"
+	"agent-squad/squad"
 )
 
 // CLICommands are the external tools a daemon probes, in order.
@@ -196,36 +195,54 @@ func (s *Store) RunCommand(ctx context.Context, task Task, command, workdir stri
 	return s.FinishTask(task.ID, "completed", "")
 }
 
-// RunInProcess executes the task with AgentSession. stream is required; the
-// product supplies a provider, tests supply a script.
-func (s *Store) RunInProcess(ctx context.Context, task Task, workdir string, stream llm.StreamFunc) (string, error) {
+// RunInProcess executes the task through the squad.Executor port（Q1 WP5 修 X6：
+// 不再绕过执行端口直驱 agent-native runtime）。调用方经 adapters/native 等
+// 适配器构造 Executor；nil 即 fail-closed。
+func (s *Store) RunInProcess(ctx context.Context, task Task, workdir string, exec squad.Executor) (string, error) {
+	if exec == nil {
+		return "", fmt.Errorf("RunInProcess requires an executor (no bypass)")
+	}
 	if err := s.MarkRunning(task.ID); err != nil {
 		return "", err
 	}
 	issue, _ := s.GetIssue(task.IssueID)
-	agent := runtime.NewAgentSession(runtime.Config{
-		Model:    "agent-native",
-		Stream:   stream,
-		MaxTurns: 4,
-		OnEvent: func(ev runtime.Event) {
+	res, err := exec.Execute(ctx, squad.ExecRequest{
+		WorkDir: workdir,
+		Prompt:  issue.Title + "\n" + issue.Body,
+		Targets: []string{"output.md"},
+		OnEvent: func(ev squad.ProcessEvent) {
 			_ = s.AddTaskMessage(task.ID, ev.Type, ev.Text)
 		},
 	})
-	res, err := agent.Prompt(ctx, llm.Message{Role: llm.RoleUser, Content: issue.Title + "\n" + issue.Body})
 	if err != nil {
 		_ = s.FinishTask(task.ID, "failed", "config")
 		return "", err
 	}
-	if res.Err != nil {
-		_ = s.FinishTask(task.ID, "failed", "model")
-		return res.Text, res.Err
+	if res == nil || !res.Success {
+		reason := "model"
+		if res != nil && res.ErrorReason != "" {
+			reason = res.ErrorReason
+		}
+		_ = s.FinishTask(task.ID, "failed", reason)
+		if res != nil {
+			return res.Logs, fmt.Errorf("executor failed: %s", res.ErrorReason)
+		}
+		return "", fmt.Errorf("executor failed")
 	}
-	_ = s.AddUsage(task.ID, "agent-native", res.Usage.PromptTokens, res.Usage.CompletionTokens, res.Usage.CacheReadTokens, res.Usage.CacheWriteTokens)
+	if len(res.Patches) > 0 {
+		_, _ = squad.MaterializeTargets(workdir, []string{"output.md"}, res.Patches)
+	}
+	_ = s.AddUsage(task.ID, exec.Name(), res.PromptTokens, res.CompletionTokens, 0, 0)
 	if err := s.FinishTask(task.ID, "completed", ""); err != nil {
-		return res.Text, err
+		return res.Logs, err
 	}
-	_ = os.WriteFile(filepath.Join(workdir, "output.md"), []byte(res.Text), 0o644)
-	return res.Text, nil
+	if data, rerr := os.ReadFile(filepath.Join(workdir, "output.md")); rerr == nil {
+		return string(data), nil
+	}
+	if err := os.WriteFile(filepath.Join(workdir, "output.md"), []byte(res.Logs), 0o644); err != nil {
+		return res.Logs, err
+	}
+	return res.Logs, nil
 }
 
 // AgentCLI applies a task-token command: comment, status, sub-issue, or activity.

adapters/sqlite/stub_executor_test.go

@@ -0,0 +1,30 @@
+package platform
+
+import (
+	"context"
+
+	"agent-squad/squad"
+)
+
+// stubExecutor 是测试用的 squad.Executor（X6 后调用方经端口注入）。
+type stubExecutor struct {
+	result *squad.ExecResult
+	err    error
+}
+
+func (s stubExecutor) Name() string { return "stub" }
+
+func (s stubExecutor) Execute(ctx context.Context, req squad.ExecRequest) (*squad.ExecResult, error) {
+	if s.result == nil {
+		return nil, s.err
+	}
+	// 每次调用返回拷贝：调用方会改写 Success 字段，共享指针会跨步骤串味。
+	cp := *s.result
+	if s.result.Patches != nil {
+		cp.Patches = map[string][]byte{}
+		for k, v := range s.result.Patches {
+			cp.Patches[k] = v
+		}
+	}
+	return &cp, s.err
+}