diff --git a/shortcuts/base/base_dryrun_ops_test.go b/shortcuts/base/base_dryrun_ops_test.go
index f25b99ac..49c23011 100644
--- a/shortcuts/base/base_dryrun_ops_test.go
+++ b/shortcuts/base/base_dryrun_ops_test.go
@@ -71,6 +71,29 @@ func TestDryRunRecordOps(t *testing.T) {
 	)
 	assertDryRunContains(t, dryRunRecordList(ctx, listRT), "GET /open-apis/base/v3/bases/app_x/tables/tbl_1/records", "offset=0", "limit=200", "view_id=viw_1", "field_id=Name", "field_id=Age")
 
+	filteredListRT := newBaseTestRuntimeWithArrays(
+		map[string]string{
+			"base-token":  "app_x",
+			"table-id":    "tbl_1",
+			"filter-json": `{"logic":"and","conditions":[["Status","==","Todo"],["Score",">=",80]]}`,
+			"sort-json":   `[{"field":"Due","desc":true}]`,
+		},
+		nil,
+		nil,
+		map[string]int{"limit": 20},
+	)
+	assertDryRunContains(
+		t,
+		dryRunRecordList(ctx, filteredListRT),
+		"GET /open-apis/base/v3/bases/app_x/tables/tbl_1/records",
+		"limit=20",
+		"filter=%7B",
+		"Status",
+		"Todo",
+		"sort=%5B",
+		"Due",
+	)
+
 	commaFieldRT := newBaseTestRuntimeWithArrays(
 		map[string]string{"base-token": "app_x", "table-id": "tbl_1"},
 		map[string][]string{"field-id": {"A,B", "C"}},
@@ -99,6 +122,33 @@ func TestDryRunRecordOps(t *testing.T) {
 		`"limit":500`,
 	)
 
+	searchFlagRT := newBaseTestRuntimeWithArrays(
+		map[string]string{
+			"base-token":  "app_x",
+			"table-id":    "tbl_1",
+			"keyword":     "Alice",
+			"view-id":     "viw_1",
+			"filter-json": `{"logic":"and","conditions":[["Status","!=","Done"]]}`,
+			"sort-json":   `[{"field":"Updated At","desc":true}]`,
+		},
+		map[string][]string{
+			"search-field": {"Name"},
+			"field-id":     {"Name", "Status"},
+		},
+		nil,
+		map[string]int{"limit": 20},
+	)
+	assertDryRunContains(
+		t,
+		dryRunRecordSearch(ctx, searchFlagRT),
+		"POST /open-apis/base/v3/bases/app_x/tables/tbl_1/records/search",
+		`"keyword":"Alice"`,
+		`"search_fields":["Name"]`,
+		`"select_fields":["Name","Status"]`,
+		`"filter":{"conditions":[["Status","!=","Done"]],"logic":"and"}`,
+		`"sort":[{"desc":true,"field":"Updated At"}]`,
+	)
+
 	upsertCreateRT := newBaseTestRuntime(
 		map[string]string{"base-token": "app_x", "table-id": "tbl_1", "json": `{"Name":"A"}`},
 		nil, nil,
diff --git a/shortcuts/base/base_execute_test.go b/shortcuts/base/base_execute_test.go
index 3ec741ae..e1ed7ee2 100644
--- a/shortcuts/base/base_execute_test.go
+++ b/shortcuts/base/base_execute_test.go
@@ -974,7 +974,7 @@ func TestBaseRecordExecuteReadCreateDelete(t *testing.T) {
 				"+record-search",
 				"--base-token", "app_x",
 				"--table-id", "tbl_x",
-				"--json", `{"view_id":"vew_x","keyword":"Created","search_fields":["Title","fld_owner"],"select_fields":["Title","fld_owner"],"offset":0,"limit":2}`,
+				"--json", `{"view_id":"vew_x","keyword":"Created","search_fields":["Title","fld_owner"],"select_fields":["Title","fld_owner"],"filter":{"logic":"and","conditions":[["Status","!=","Done"]]},"sort":{"sort_config":[{"field":"Updated At","desc":true},{"field":"Title","desc":false}]},"offset":0,"limit":2}`,
 				"--format", "json",
 			},
 			factory,
@@ -990,12 +990,121 @@ func TestBaseRecordExecuteReadCreateDelete(t *testing.T) {
 			!strings.Contains(body, `"keyword":"Created"`) ||
 			!strings.Contains(body, `"search_fields":["Title","fld_owner"]`) ||
 			!strings.Contains(body, `"select_fields":["Title","fld_owner"]`) ||
+			!strings.Contains(body, `"filter":{"conditions":[["Status","!=","Done"]],"logic":"and"}`) ||
+			!strings.Contains(body, `"sort":[{"desc":true,"field":"Updated At"},{"desc":false,"field":"Title"}]`) ||
 			!strings.Contains(body, `"offset":0`) ||
 			!strings.Contains(body, `"limit":2`) {
 			t.Fatalf("captured body=%s", body)
 		}
 	})
 
+	t.Run("search with flag filter sort and projection", func(t *testing.T) {
+		factory, stdout, reg := newExecuteFactory(t)
+		searchStub := &httpmock.Stub{
+			Method: "POST",
+			URL:    "/open-apis/base/v3/bases/app_x/tables/tbl_x/records/search",
+			Body: map[string]interface{}{
+				"code": 0,
+				"data": map[string]interface{}{
+					"fields":         []interface{}{"Title", "Status"},
+					"field_id_list":  []interface{}{"fld_title", "fld_status"},
+					"record_id_list": []interface{}{"rec_1"},
+					"data":           []interface{}{[]interface{}{"Created by AI", "Todo"}},
+					"has_more":       false,
+				},
+			},
+		}
+		reg.Register(searchStub)
+		if err := runShortcut(
+			t,
+			BaseRecordSearch,
+			[]string{
+				"+record-search",
+				"--base-token", "app_x",
+				"--table-id", "tbl_x",
+				"--keyword", "Created",
+				"--search-field", "Title",
+				"--field-id", "Title",
+				"--field-id", "Status",
+				"--filter-json", `{"logic":"and","conditions":[["Status","==","Todo"],["Score",">=",80]]}`,
+				"--sort-json", `[{"field":"Updated At","desc":true},{"field":"Title","desc":false}]`,
+				"--limit", "20",
+				"--format", "json",
+			},
+			factory,
+			stdout,
+		); err != nil {
+			t.Fatalf("err=%v", err)
+		}
+		var body map[string]interface{}
+		if err := json.Unmarshal(searchStub.CapturedBody, &body); err != nil {
+			t.Fatalf("captured body json err=%v body=%s", err, string(searchStub.CapturedBody))
+		}
+		if body["keyword"] != "Created" || body["limit"].(float64) != 20 {
+			t.Fatalf("captured body=%#v", body)
+		}
+		filter := body["filter"].(map[string]interface{})
+		if filter["logic"] != "and" {
+			t.Fatalf("filter=%#v", filter)
+		}
+		conditions := filter["conditions"].([]interface{})
+		if len(conditions) != 2 {
+			t.Fatalf("conditions=%#v", conditions)
+		}
+		sortConfig := body["sort"].([]interface{})
+		if len(sortConfig) != 2 {
+			t.Fatalf("sort=%#v", sortConfig)
+		}
+		firstSort := sortConfig[0].(map[string]interface{})
+		if firstSort["field"] != "Updated At" || firstSort["desc"] != true {
+			t.Fatalf("sort=%#v", sortConfig)
+		}
+	})
+
+	t.Run("search with filter json file", func(t *testing.T) {
+		factory, stdout, reg := newExecuteFactory(t)
+		tmp := t.TempDir()
+		withBaseWorkingDir(t, tmp)
+		if err := os.WriteFile(filepath.Join(tmp, "filter.json"), []byte(`{"logic":"or","conditions":[["Status","==","Todo"]]}`), 0600); err != nil {
+			t.Fatalf("write filter err=%v", err)
+		}
+		searchStub := &httpmock.Stub{
+			Method: "POST",
+			URL:    "/open-apis/base/v3/bases/app_x/tables/tbl_x/records/search",
+			Body: map[string]interface{}{
+				"code": 0,
+				"data": map[string]interface{}{
+					"fields":         []interface{}{"Title"},
+					"record_id_list": []interface{}{"rec_1"},
+					"data":           []interface{}{[]interface{}{"A"}},
+					"has_more":       false,
+				},
+			},
+		}
+		reg.Register(searchStub)
+		if err := runShortcut(
+			t,
+			BaseRecordSearch,
+			[]string{
+				"+record-search",
+				"--base-token", "app_x",
+				"--table-id", "tbl_x",
+				"--keyword", "A",
+				"--search-field", "Title",
+				"--filter-json", "@filter.json",
+				"--format", "json",
+			},
+			factory,
+			stdout,
+		); err != nil {
+			t.Fatalf("err=%v", err)
+		}
+		body := string(searchStub.CapturedBody)
+		if !strings.Contains(body, `"filter":{"conditions":[["Status","==","Todo"]],"logic":"or"}`) {
+			t.Fatalf("captured body=%s", body)
+		}
+	})
+
 	t.Run("search markdown format", func(t *testing.T) {
 		factory, stdout, reg := newExecuteFactory(t)
 		reg.Register(&httpmock.Stub{
diff --git a/shortcuts/base/base_shortcuts_test.go b/shortcuts/base/base_shortcuts_test.go
index d6f45573..24d01a21 100644
--- a/shortcuts/base/base_shortcuts_test.go
+++ b/shortcuts/base/base_shortcuts_test.go
@@ -254,35 +254,39 @@ func TestBaseRecordReadHelpGuidesAgents(t *testing.T) {
 			wantHelp: []string{
 				"field ID or name to include; repeat to project only needed fields",
 				"view ID or name; omit for reading all table records, or set to read a user-specified or temporary filtered/sorted view",
+				`filter JSON object or @file`,
+				`sort JSON array or @file`,
 				"pagination size, range 1-200",
 				"output format: markdown (default) | json",
 			},
 			wantTips: []string{
 				"lark-cli base +record-list --base-token <base_token> --table-id <table_id> --limit 50",
 				"lark-cli base +record-list --base-token <base_token> --table-id <table_id> --field-id Name --field-id Status --limit 50",
+				"Text equality filter",
+				"Option intersection filter",
+				"Query priority",
 				"Default output is markdown",
 				"Use --field-id repeatedly to keep output small",
-				"Use --view-id when the user asks for a specific view or after creating a temporary filtered/sorted view",
-				"lark-base record read SOP",
 			},
 		},
 		{
 			name:     "record search",
 			shortcut: BaseRecordSearch,
 			wantHelp: []string{
-				`record search JSON object, e.g. {"keyword":"Alice","search_fields":["Name"],"select_fields":["Name","Status"],"limit":50}`,
-				"for keyword search only",
+				`record search JSON object for the full request body, e.g. {"keyword":"Alice","search_fields":["Name"],"select_fields":["Name","Status"],"filter":{"logic":"and","conditions":[]},"sort":[{"field":"Updated","desc":true}],"limit":50}; escape hatch for advanced cases`,
+				"keyword for record search",
+				"field ID or name to search",
+				`filter JSON object or @file`,
+				`sort JSON array or @file`,
 				"output format: markdown (default) | json",
 			},
 			wantTips: []string{
-				"Happy path fields: keyword (string), search_fields",
-				"search_fields length 1-20",
-				"limit range 1-200 defaults to 10",
-				"view_id scopes search to records in that view",
+				"Example: lark-cli base +record-search",
+				"Example with filter/sort JSON",
+				"Text equality filter",
+				"Query priority",
+				"Use --json only when you need to pass the full search body directly",
 				"Default output is markdown",
-				"only for keyword search",
-				"lark-base record read SOP",
-				"inventing search JSON",
 			},
 		},
 		{
@@ -607,7 +611,7 @@ func TestBaseJSONExamplesLiveInFlagDescriptions(t *testing.T) {
 			name:     "record search json",
 			shortcut: BaseRecordSearch,
 			wantHelp: []string{
-				`record search JSON object, e.g. {"keyword":"Alice","search_fields":["Name"],"select_fields":["Name","Status"],"limit":50}`,
+				`record search JSON object for the full request body, e.g. {"keyword":"Alice","search_fields":["Name"],"select_fields":["Name","Status"],"filter":{"logic":"and","conditions":[]},"sort":[{"field":"Updated","desc":true}],"limit":50}; escape hatch for advanced cases`,
 			},
 		},
 		{
@@ -885,11 +889,11 @@ func TestBaseTableValidate(t *testing.T) {
 
 func TestBaseRecordValidate(t *testing.T) {
 	ctx := context.Background()
-	if BaseRecordList.Validate != nil {
-		t.Fatalf("record list validate should be nil for repeatable --field-id")
+	if BaseRecordList.Validate == nil {
+		t.Fatalf("record list validate should reject invalid query flags before dry-run")
 	}
 	if BaseRecordSearch.Validate == nil {
-		t.Fatalf("record search validate should reject invalid JSON before dry-run")
+		t.Fatalf("record search validate should reject invalid JSON/query flags before dry-run")
 	}
 	if BaseRecordGet.Validate == nil {
 		t.Fatalf("record get validate should reject invalid record selection before dry-run")
@@ -900,6 +904,58 @@ func TestBaseRecordValidate(t *testing.T) {
 	if err := BaseRecordUpsert.Validate(ctx, newBaseTestRuntime(map[string]string{"base-token": "b", "table-id": "tbl_1", "json": `{"Name":"Alice"}`}, nil, nil)); err != nil {
 		t.Fatalf("record upsert map validate err=%v", err)
 	}
+	if err := BaseRecordList.Validate(ctx, newBaseTestRuntime(
+		map[string]string{"base-token": "b", "table-id": "tbl_1", "filter-json": `{"logic":"and","conditions":[["Status","==","Todo"]]}`},
+		nil,
+		nil,
+	)); err != nil {
+		t.Fatalf("record list filter-json validate err=%v", err)
+	}
+	if err := BaseRecordList.Validate(ctx, newBaseTestRuntime(
+		map[string]string{"base-token": "b", "table-id": "tbl_1", "filter-json": `[["Status","==","Todo"]]`},
+		nil,
+		nil,
+	)); err == nil || !strings.Contains(err.Error(), "--filter-json must be a JSON object") {
+		t.Fatalf("err=%v", err)
+	}
+	if err := BaseRecordList.Validate(ctx, newBaseTestRuntimeWithArrays(
+		map[string]string{"base-token": "b", "table-id": "tbl_1", "sort-json": `[{"field":"F1"},{"field":"F2"},{"field":"F3"},{"field":"F4"},{"field":"F5"},{"field":"F6"},{"field":"F7"},{"field":"F8"},{"field":"F9"},{"field":"F10"},{"field":"F11"}]`},
+		nil,
+		nil,
+		nil,
+	)); err == nil || !strings.Contains(err.Error(), "sort supports at most 10 sort conditions") {
+		t.Fatalf("err=%v", err)
+	}
+	if err := BaseRecordSearch.Validate(ctx, newBaseTestRuntime(map[string]string{"base-token": "b", "table-id": "tbl_1"}, nil, nil)); err == nil || !strings.Contains(err.Error(), "--keyword is required unless --json is used") {
+		t.Fatalf("err=%v", err)
+	}
+	if err := BaseRecordSearch.Validate(ctx, newBaseTestRuntimeWithArrays(
+		map[string]string{"base-token": "b", "table-id": "tbl_1", "keyword": "Alice"},
+		map[string][]string{"search-field": {"Name"}},
+		nil,
+		nil,
+	)); err != nil {
+		t.Fatalf("record search flag validate err=%v", err)
+	}
+	if err := BaseRecordSearch.Validate(ctx, newBaseTestRuntime(
+		map[string]string{
+			"base-token": "b",
+			"table-id":   "tbl_1",
+			"json":       `{"keyword":"Alice","search_fields":["Name"],"sort":{"sort_config":[{"field":"Updated","desc":true}]}}`,
+			"sort-json":  `[{"field":"Title","desc":false}]`,
+		},
+		nil,
+		nil,
+	)); err != nil {
+		t.Fatalf("record search json with sort-json validate err=%v", err)
+	}
+	if err := BaseRecordSearch.Validate(ctx, newBaseTestRuntime(
+		map[string]string{"base-token": "b", "table-id": "tbl_1", "json": `{"keyword":"Alice","search_fields":["Name"]}`, "keyword": "Bob"},
+		nil,
+		nil,
+	)); err == nil || !strings.Contains(err.Error(), "--json is mutually exclusive") {
+		t.Fatalf("err=%v", err)
+	}
 }
 
 func TestBaseViewValidate(t *testing.T) {
diff --git a/shortcuts/base/record_list.go b/shortcuts/base/record_list.go
index dfa7256b..b6489a5c 100644
--- a/shortcuts/base/record_list.go
+++ b/shortcuts/base/record_list.go
@@ -22,6 +22,8 @@ var BaseRecordList = common.Shortcut{
 		tableRefFlag(true),
 		recordListFieldRefFlag(),
 		recordListViewRefFlag(),
+		recordFilterFlag(),
+		recordSortFlag(),
 		{Name: "offset", Type: "int", Default: "0", Desc: "pagination offset"},
 		{Name: "limit", Type: "int", Default: "100", Desc: "pagination size, range 1-200"},
 		recordReadFormatFlag(),
@@ -29,10 +31,21 @@ var BaseRecordList = common.Shortcut{
 	Tips: []string{
 		"Example: lark-cli base +record-list --base-token <base_token> --table-id <table_id> --limit 50",
 		"Example with projection: lark-cli base +record-list --base-token <base_token> --table-id <table_id> --field-id Name --field-id Status --limit 50",
+		`Text equality filter: --filter-json '{"logic":"and","conditions":[["Title","==","Launch plan"]]}'`,
+		`Text contains/like filter: --filter-json '{"logic":"and","conditions":[["Title","intersects","urgent"]]}'`,
+		`Number equality filter: --filter-json '{"logic":"and","conditions":[["Score","==",95]]}'`,
+		`Date equality filter: --filter-json '{"logic":"and","conditions":[["Due Date","==","ExactDate(2026-06-02)"]]}'`,
+		`Option intersection filter: --filter-json '{"logic":"and","conditions":[["Tags","intersects",["P0","Blocked"]]]}'`,
+		`Sort priority follows --sort-json array order: --sort-json '[{"field":"Updated","desc":true},{"field":"Title","desc":false}]'`,
+		formatRecordQueryPriorityTip(),
 		"Default output is markdown; pass --format json to get the raw JSON envelope.",
 		"Use --field-id repeatedly to keep output small and aligned with the task.",
-		"Use --view-id when the user asks for a specific view or after creating a temporary filtered/sorted view.",
-		"For structured filters, sorting, Top/Bottom N, and link fields, follow the lark-base record read SOP.",
+	},
+	Validate: func(ctx context.Context, runtime *common.RuntimeContext) error {
+		if err := validateRecordReadFormat(runtime); err != nil {
+			return err
+		}
+		return validateRecordQueryOptions(runtime)
 	},
 	DryRun: dryRunRecordList,
 	PostMount: func(cmd *cobra.Command) {
diff --git a/shortcuts/base/record_ops.go b/shortcuts/base/record_ops.go
index 71cf01f0..af48e6e7 100644
--- a/shortcuts/base/record_ops.go
+++ b/shortcuts/base/record_ops.go
@@ -217,6 +217,9 @@ func dryRunRecordList(_ context.Context, runtime *common.RuntimeContext) *common
 	if viewID := runtime.Str("view-id"); viewID != "" {
 		params.Set("view_id", viewID)
 	}
+	if err := applyRecordQueryToURLValues(runtime, params); err != nil {
+		return common.NewDryRunAPI()
+	}
 	path := "/open-apis/base/v3/bases/:base_token/tables/:table_id/records?" + params.Encode()
 	return common.NewDryRunAPI().
 		GET(path).
@@ -237,8 +240,12 @@ func dryRunRecordGet(_ context.Context, runtime *common.RuntimeContext) *common.
 }
 
 func dryRunRecordSearch(_ context.Context, runtime *common.RuntimeContext) *common.DryRunAPI {
-	pc := newParseCtx(runtime)
-	body, _ := parseJSONObject(pc, runtime.Str("json"), "json")
+	var body map[string]interface{}
+	if strings.TrimSpace(runtime.Str("json")) != "" {
+		body, _ = recordSearchJSONBody(runtime)
+	} else {
+		body, _ = recordSearchFlagBody(runtime)
+	}
 	return common.NewDryRunAPI().
 		POST("/open-apis/base/v3/bases/:base_token/tables/:table_id/records/search").
 		Body(body).
@@ -388,6 +395,9 @@ func executeRecordList(runtime *common.RuntimeContext) error {
 	if viewID := runtime.Str("view-id"); viewID != "" {
 		params["view_id"] = viewID
 	}
+	if err := applyRecordQueryToParams(runtime, params); err != nil {
+		return err
+	}
 	data, err := baseV3Call(runtime, "GET", baseV3Path("bases", runtime.Str("base-token"), "tables", baseTableID(runtime), "records"), params, nil)
 	if err != nil {
 		return err
@@ -420,8 +430,13 @@ func executeRecordGet(runtime *common.RuntimeContext) error {
 }
 
 func executeRecordSearch(runtime *common.RuntimeContext) error {
-	pc := newParseCtx(runtime)
-	body, err := parseJSONObject(pc, runtime.Str("json"), "json")
+	var body map[string]interface{}
+	var err error
+	if strings.TrimSpace(runtime.Str("json")) != "" {
+		body, err = recordSearchJSONBody(runtime)
+	} else {
+		body, err = recordSearchFlagBody(runtime)
+	}
 	if err != nil {
 		return err
 	}
diff --git a/shortcuts/base/record_query.go b/shortcuts/base/record_query.go
new file mode 100644
index 00000000..0bf37403
--- /dev/null
+++ b/shortcuts/base/record_query.go
@@ -0,0 +1,248 @@
+// Copyright (c) 2026 Lark Technologies Pte. Ltd.
+// SPDX-License-Identifier: MIT
+
+package base
+
+import (
+	"encoding/json"
+	"fmt"
+	"net/url"
+	"strings"
+
+	"github.com/larksuite/cli/shortcuts/common"
+)
+
+const (
+	recordFilterJSONFlag = "filter-json"
+	recordSortJSONFlag   = "sort-json"
+	recordSortMaxCount   = 10
+)
+
+func recordFilterFlag() common.Flag {
+	return common.Flag{
+		Name:  recordFilterJSONFlag,
+		Desc:  `filter JSON object or @file, same shape as view filter JSON; overrides --view-id view filters`,
+		Input: []string{common.File},
+	}
+}
+
+func recordSortFlag() common.Flag {
+	return common.Flag{
+		Name:  recordSortJSONFlag,
+		Desc:  `sort JSON array or @file, e.g. [{"field":"Updated","desc":true}]; also accepts {"sort_config":[...]}; order is priority; max 10`,
+		Input: []string{common.File},
+	}
+}
+
+func validateRecordQueryOptions(runtime *common.RuntimeContext) error {
+	if _, err := parseRecordFilterFlag(runtime); err != nil {
+		return err
+	}
+	_, err := parseRecordSortFlag(runtime)
+	return err
+}
+
+func parseRecordFilterFlag(runtime *common.RuntimeContext) (interface{}, error) {
+	filterRaw := strings.TrimSpace(runtime.Str(recordFilterJSONFlag))
+	if filterRaw == "" {
+		return nil, nil
+	}
+	pc := newParseCtx(runtime)
+	return parseJSONObject(pc, filterRaw, recordFilterJSONFlag)
+}
+
+func parseRecordSortFlag(runtime *common.RuntimeContext) ([]interface{}, error) {
+	sortRaw := strings.TrimSpace(runtime.Str(recordSortJSONFlag))
+	if sortRaw == "" {
+		return nil, nil
+	}
+	pc := newParseCtx(runtime)
+	value, err := parseJSONValue(pc, sortRaw, recordSortJSONFlag)
+	if err != nil {
+		return nil, err
+	}
+	return normalizeRecordSortValue(value, "--"+recordSortJSONFlag)
+}
+
+func normalizeRecordSortValue(value interface{}, label string) ([]interface{}, error) {
+	var sortConfig []interface{}
+	if parsed, ok := value.([]interface{}); ok {
+		sortConfig = parsed
+	} else if obj, ok := value.(map[string]interface{}); ok {
+		rawSortConfig, ok := obj["sort_config"]
+		if !ok {
+			return nil, common.FlagErrorf("%s must be a JSON array or an object with sort_config array", label)
+		}
+		parsed, ok := rawSortConfig.([]interface{})
+		if !ok {
+			return nil, common.FlagErrorf("%s.sort_config must be a JSON array", label)
+		}
+		sortConfig = parsed
+	} else {
+		return nil, common.FlagErrorf("%s must be a JSON array or an object with sort_config array", label)
+	}
+	if len(sortConfig) > recordSortMaxCount {
+		return nil, common.FlagErrorf("sort supports at most %d sort conditions; got %d", recordSortMaxCount, len(sortConfig))
+	}
+	return sortConfig, nil
+}
+
+func marshalRecordQueryFlag(flagName string, value interface{}) (string, error) {
+	data, err := json.Marshal(value)
+	if err != nil {
+		return "", common.FlagErrorf("--%s cannot encode JSON: %v", flagName, err)
+	}
+	return string(data), nil
+}
+
+func applyRecordQueryToParams(runtime *common.RuntimeContext, params map[string]interface{}) error {
+	filter, err := parseRecordFilterFlag(runtime)
+	if err != nil {
+		return err
+	}
+	if filter != nil {
+		filterJSON, err := marshalRecordQueryFlag(recordFilterJSONFlag, filter)
+		if err != nil {
+			return err
+		}
+		params["filter"] = filterJSON
+	}
+	sortConfig, err := parseRecordSortFlag(runtime)
+	if err != nil {
+		return err
+	}
+	if len(sortConfig) > 0 {
+		sortJSON, err := marshalRecordQueryFlag(recordSortJSONFlag, sortConfig)
+		if err != nil {
+			return err
+		}
+		params["sort"] = sortJSON
+	}
+	return nil
+}
+
+func applyRecordQueryToURLValues(runtime *common.RuntimeContext, params url.Values) error {
+	filter, err := parseRecordFilterFlag(runtime)
+	if err != nil {
+		return err
+	}
+	if filter != nil {
+		filterJSON, err := marshalRecordQueryFlag(recordFilterJSONFlag, filter)
+		if err != nil {
+			return err
+		}
+		params["filter"] = []string{filterJSON}
+	}
+	sortConfig, err := parseRecordSortFlag(runtime)
+	if err != nil {
+		return err
+	}
+	if len(sortConfig) > 0 {
+		sortJSON, err := marshalRecordQueryFlag(recordSortJSONFlag, sortConfig)
+		if err != nil {
+			return err
+		}
+		params["sort"] = []string{sortJSON}
+	}
+	return nil
+}
+
+func applyRecordQueryToBody(runtime *common.RuntimeContext, body map[string]interface{}) error {
+	filter, err := parseRecordFilterFlag(runtime)
+	if err != nil {
+		return err
+	}
+	if filter != nil {
+		body["filter"] = filter
+	}
+	sortConfig, err := parseRecordSortFlag(runtime)
+	if err != nil {
+		return err
+	}
+	if len(sortConfig) > 0 {
+		body["sort"] = sortConfig
+	}
+	return nil
+}
+
+func recordSearchFlagBody(runtime *common.RuntimeContext) (map[string]interface{}, error) {
+	body := map[string]interface{}{}
+	if keyword := strings.TrimSpace(runtime.Str("keyword")); keyword != "" {
+		body["keyword"] = keyword
+	}
+	searchFields := runtime.StrArray("search-field")
+	if len(searchFields) > 0 {
+		body["search_fields"] = searchFields
+	}
+	selectFields := recordListFields(runtime)
+	if len(selectFields) > 0 {
+		body["select_fields"] = selectFields
+	}
+	if viewID := runtime.Str("view-id"); viewID != "" {
+		body["view_id"] = viewID
+	}
+	offset := runtime.Int("offset")
+	if offset < 0 {
+		offset = 0
+	}
+	body["offset"] = offset
+	body["limit"] = common.ParseIntBounded(runtime, "limit", 1, 200)
+	return body, applyRecordQueryToBody(runtime, body)
+}
+
+func recordSearchJSONBody(runtime *common.RuntimeContext) (map[string]interface{}, error) {
+	pc := newParseCtx(runtime)
+	body, err := parseJSONObject(pc, runtime.Str("json"), "json")
+	if err != nil {
+		return nil, err
+	}
+	if err := normalizeRecordSearchJSONBody(body); err != nil {
+		return nil, err
+	}
+	return body, applyRecordQueryToBody(runtime, body)
+}
+
+func normalizeRecordSearchJSONBody(body map[string]interface{}) error {
+	if rawSort, ok := body["sort"]; ok {
+		if sortConfig, err := normalizeRecordSortValue(rawSort, "--json.sort"); err == nil {
+			body["sort"] = sortConfig
+		} else {
+			return err
+		}
+	}
+	return nil
+}
+
+func validateRecordSearchFlags(runtime *common.RuntimeContext) error {
+	if err := validateRecordReadFormat(runtime); err != nil {
+		return err
+	}
+	jsonRaw := strings.TrimSpace(runtime.Str("json"))
+	if jsonRaw != "" {
+		if recordSearchHasJSONExclusiveFlagInputs(runtime) {
+			return common.FlagErrorf("--json is mutually exclusive with keyword/search/projection/pagination flags; put those fields inside --json, or omit --json")
+		}
+		_, err := recordSearchJSONBody(runtime)
+		return err
+	}
+	if strings.TrimSpace(runtime.Str("keyword")) == "" {
+		return common.FlagErrorf("--keyword is required unless --json is used")
+	}
+	if len(runtime.StrArray("search-field")) == 0 {
+		return common.FlagErrorf("--search-field is required unless --json is used")
+	}
+	return validateRecordQueryOptions(runtime)
+}
+
+func recordSearchHasJSONExclusiveFlagInputs(runtime *common.RuntimeContext) bool {
+	return strings.TrimSpace(runtime.Str("keyword")) != "" ||
+		len(runtime.StrArray("search-field")) > 0 ||
+		len(recordListFields(runtime)) > 0 ||
+		runtime.Str("view-id") != "" ||
+		runtime.Changed("offset") ||
+		runtime.Changed("limit")
+}
+
+func formatRecordQueryPriorityTip() string {
+	return fmt.Sprintf("Query priority: --%s overrides --view-id's view filter JSON; --%s overrides --view-id's view sort config.", recordFilterJSONFlag, recordSortJSONFlag)
+}
diff --git a/shortcuts/base/record_query_test.go b/shortcuts/base/record_query_test.go
new file mode 100644
index 00000000..1238fa4c
--- /dev/null
+++ b/shortcuts/base/record_query_test.go
@@ -0,0 +1,161 @@
+// Copyright (c) 2026 Lark Technologies Pte. Ltd.
+// SPDX-License-Identifier: MIT
+
+package base
+
+import (
+	"encoding/json"
+	"net/url"
+	"strings"
+	"testing"
+)
+
+func TestNormalizeRecordSortValue(t *testing.T) {
+	t.Run("array", func(t *testing.T) {
+		sortConfig, err := normalizeRecordSortValue([]interface{}{
+			map[string]interface{}{"field": "Updated", "desc": true},
+		}, "--sort-json")
+		if err != nil {
+			t.Fatalf("err=%v", err)
+		}
+		if len(sortConfig) != 1 {
+			t.Fatalf("sortConfig=%#v", sortConfig)
+		}
+	})
+
+	t.Run("wrapped sort_config", func(t *testing.T) {
+		sortConfig, err := normalizeRecordSortValue(map[string]interface{}{
+			"sort_config": []interface{}{
+				map[string]interface{}{"field": "Updated", "desc": false},
+			},
+		}, "--json.sort")
+		if err != nil {
+			t.Fatalf("err=%v", err)
+		}
+		first := sortConfig[0].(map[string]interface{})
+		if first["field"] != "Updated" || first["desc"] != false {
+			t.Fatalf("sortConfig=%#v", sortConfig)
+		}
+	})
+
+	t.Run("invalid wrapper", func(t *testing.T) {
+		_, err := normalizeRecordSortValue(map[string]interface{}{"sort": []interface{}{}}, "--sort-json")
+		if err == nil || !strings.Contains(err.Error(), "sort_config array") {
+			t.Fatalf("err=%v", err)
+		}
+	})
+
+	t.Run("invalid sort_config type", func(t *testing.T) {
+		_, err := normalizeRecordSortValue(map[string]interface{}{"sort_config": "Updated"}, "--sort-json")
+		if err == nil || !strings.Contains(err.Error(), "--sort-json.sort_config must be a JSON array") {
+			t.Fatalf("err=%v", err)
+		}
+	})
+
+	t.Run("invalid scalar", func(t *testing.T) {
+		_, err := normalizeRecordSortValue("Updated", "--sort-json")
+		if err == nil || !strings.Contains(err.Error(), "must be a JSON array") {
+			t.Fatalf("err=%v", err)
+		}
+	})
+}
+
+func TestApplyRecordQueryToParams(t *testing.T) {
+	runtime := newBaseTestRuntime(
+		map[string]string{
+			"filter-json": `{"logic":"and","conditions":[["Status","==","Todo"]]}`,
+			"sort-json":   `{"sort_config":[{"field":"Updated","desc":true}]}`,
+		},
+		nil,
+		nil,
+	)
+	params := map[string]interface{}{"view_id": "viw_1"}
+	if err := applyRecordQueryToParams(runtime, params); err != nil {
+		t.Fatalf("err=%v", err)
+	}
+	if params["view_id"] != "viw_1" {
+		t.Fatalf("params=%#v", params)
+	}
+	var filter map[string]interface{}
+	if err := json.Unmarshal([]byte(params["filter"].(string)), &filter); err != nil {
+		t.Fatalf("filter err=%v", err)
+	}
+	if filter["logic"] != "and" {
+		t.Fatalf("filter=%#v", filter)
+	}
+	var sortConfig []interface{}
+	if err := json.Unmarshal([]byte(params["sort"].(string)), &sortConfig); err != nil {
+		t.Fatalf("sort err=%v", err)
+	}
+	firstSort := sortConfig[0].(map[string]interface{})
+	if firstSort["field"] != "Updated" || firstSort["desc"] != true {
+		t.Fatalf("sort=%#v", sortConfig)
+	}
+}
+
+func TestApplyRecordQueryToURLValues(t *testing.T) {
+	runtime := newBaseTestRuntime(
+		map[string]string{
+			"filter-json": `{"logic":"or","conditions":[["Score",">",90]]}`,
+			"sort-json":   `[{"field":"Score","desc":false}]`,
+		},
+		nil,
+		nil,
+	)
+	params := url.Values{"view_id": {"viw_1"}}
+	if err := applyRecordQueryToURLValues(runtime, params); err != nil {
+		t.Fatalf("err=%v", err)
+	}
+	if got := params.Get("view_id"); got != "viw_1" {
+		t.Fatalf("view_id=%q", got)
+	}
+	if !strings.Contains(params.Get("filter"), `"logic":"or"`) || !strings.Contains(params.Get("sort"), `"field":"Score"`) {
+		t.Fatalf("params=%#v", params)
+	}
+}
+
+func TestRecordSearchJSONBodyAppliesQueryFlagOverrides(t *testing.T) {
+	runtime := newBaseTestRuntime(
+		map[string]string{
+			"json":        `{"keyword":"urgent","search_fields":["Title"],"filter":{"logic":"and","conditions":[["Status","==","Done"]]},"sort":{"sort_config":[{"field":"Updated","desc":false}]}}`,
+			"filter-json": `{"logic":"and","conditions":[["Status","==","Todo"]]}`,
+			"sort-json":   `[{"field":"Score","desc":true}]`,
+		},
+		nil,
+		nil,
+	)
+	body, err := recordSearchJSONBody(runtime)
+	if err != nil {
+		t.Fatalf("err=%v", err)
+	}
+	filter := body["filter"].(map[string]interface{})
+	conditions := filter["conditions"].([]interface{})
+	statusCondition := conditions[0].([]interface{})
+	if statusCondition[2] != "Todo" {
+		t.Fatalf("filter=%#v", filter)
+	}
+	sortConfig := body["sort"].([]interface{})
+	firstSort := sortConfig[0].(map[string]interface{})
+	if firstSort["field"] != "Score" || firstSort["desc"] != true {
+		t.Fatalf("sort=%#v", sortConfig)
+	}
+}
+
+func TestRecordSearchJSONBodyNormalizesWrappedSort(t *testing.T) {
+	runtime := newBaseTestRuntime(
+		map[string]string{
+			"json": `{"keyword":"urgent","search_fields":["Title"],"sort":{"sort_config":[{"field":"Updated","desc":false}]}}`,
+		},
+		nil,
+		nil,
+	)
+	body, err := recordSearchJSONBody(runtime)
+	if err != nil {
+		t.Fatalf("err=%v", err)
+	}
+	sortConfig := body["sort"].([]interface{})
+	firstSort := sortConfig[0].(map[string]interface{})
+	if firstSort["field"] != "Updated" || firstSort["desc"] != false {
+		t.Fatalf("sort=%#v", sortConfig)
+	}
+}
diff --git a/shortcuts/base/record_search.go b/shortcuts/base/record_search.go
index ff85818a..586e5071 100644
--- a/shortcuts/base/record_search.go
+++ b/shortcuts/base/record_search.go
@@ -20,21 +20,34 @@ var BaseRecordSearch = common.Shortcut{
 	Flags: []common.Flag{
 		baseTokenFlag(true),
 		tableRefFlag(true),
-		{Name: "json", Desc: `record search JSON object, e.g. {"keyword":"Alice","search_fields":["Name"],"select_fields":["Name","Status"],"limit":50}; for keyword search only`, Required: true},
+		{Name: "json", Desc: `record search JSON object for the full request body, e.g. {"keyword":"Alice","search_fields":["Name"],"select_fields":["Name","Status"],"filter":{"logic":"and","conditions":[]},"sort":[{"field":"Updated","desc":true}],"limit":50}; escape hatch for advanced cases`},
+		{Name: "keyword", Desc: "keyword for record search; required unless --json is used"},
+		{Name: "search-field", Type: "string_array", Desc: "field ID or name to search; repeat for multiple fields; required unless --json is used"},
+		recordListFieldRefFlag(),
+		recordListViewRefFlag(),
+		recordFilterFlag(),
+		recordSortFlag(),
+		{Name: "offset", Type: "int", Default: "0", Desc: "pagination offset"},
+		{Name: "limit", Type: "int", Default: "10", Desc: "pagination size, range 1-200"},
 		recordReadFormatFlag(),
 	},
 	Tips: []string{
 		`Happy path fields: keyword (string), search_fields (1-20 field names/ids), select_fields (optional projection, <=50), view_id (optional), offset (default 0), limit (default 10, range 1-200).`,
 		"JSON constraints: keyword length >=1; search_fields length 1-20; select_fields length <=50; offset >=0 defaults to 0; limit range 1-200 defaults to 10.",
 		"view_id scopes search to records in that view; when select_fields is omitted, returned fields follow that view's visible fields.",
+		`Example: lark-cli base +record-search --base-token <base_token> --table-id <table_id> --keyword Alice --search-field Name --field-id Name --field-id Status --limit 20`,
+		`Example with filter/sort JSON: lark-cli base +record-search --base-token <base_token> --table-id <table_id> --keyword Alice --search-field Name --filter-json @filter.json --sort-json '[{"field":"Updated","desc":true}]'`,
+		`Text equality filter: --filter-json '{"logic":"and","conditions":[["Title","==","Launch plan"]]}'`,
+		`Text contains/like filter: --filter-json '{"logic":"and","conditions":[["Title","intersects","urgent"]]}'`,
+		`Option intersection filter: --filter-json '{"logic":"and","conditions":[["Tags","intersects",["P0","Blocked"]]]}'`,
+		`Sort priority follows --sort-json array order.`,
+		formatRecordQueryPriorityTip(),
+		"Use +record-search for keyword matching; use --filter-json for structured conditions and --sort-json for result ordering.",
+		"Use --json only when you need to pass the full search body directly.",
 		"Default output is markdown; pass --format json to get the raw JSON envelope.",
-		"Use +record-search only for keyword search; for structured conditions, sorting, Top/Bottom N, or global conclusions, follow the lark-base record read SOP instead of inventing search JSON.",
 	},
 	Validate: func(ctx context.Context, runtime *common.RuntimeContext) error {
-		if err := validateRecordReadFormat(runtime); err != nil {
-			return err
-		}
-		return validateRecordJSON(runtime)
+		return validateRecordSearchFlags(runtime)
 	},
 	DryRun: dryRunRecordSearch,
 	PostMount: func(cmd *cobra.Command) {
diff --git a/skills/lark-base/SKILL.md b/skills/lark-base/SKILL.md
index b3efa34d..3e78994b 100644
--- a/skills/lark-base/SKILL.md
+++ b/skills/lark-base/SKILL.md
@@ -43,28 +43,28 @@ metadata:
 | 创建/复制 Base | `+base-create` / `+base-copy` | 写入后报告新 Base 标识；注意返回中的 `permission_grant` |
 | 管理表 | `+table-list/get/create/update/delete` | `+table-create --fields` 复杂时读 `lark-base-field-json.md` |
 | 列/查/删字段 | `+field-list/get/delete/search-options` | 写入前用 list/get 确认字段类型、选项、ID；删除前确认目标字段 |
-| 创建/更新字段 | `+field-create` / `+field-update` | 必读 `lark-base-field-json.md`；公式读 `formula-field-guide.md`；lookup 读 `lookup-field-guide.md`；命令细节读 `lark-base-field-create.md` / `lark-base-field-update.md` |
-| 读记录明细 | `+record-get` / `+record-list` / `+record-search` | 涉及筛选、排序、Top/Bottom N、聚合、多表关联、全局结论时读 `lark-base-data-analysis-sop.md` |
-| 写记录 | `+record-upsert` / `+record-batch-create` / `+record-batch-update` | 必读对应 record reference 和 `lark-base-cell-value.md` |
+| 创建/更新字段 | `+field-create` / `+field-update` | 必读 [lark-base-field-json.md](references/lark-base-field-json.md)；公式读 [formula-field-guide.md](references/formula-field-guide.md)；lookup 读 [lookup-field-guide.md](references/lookup-field-guide.md)；命令细节读 [lark-base-field-create.md](references/lark-base-field-create.md) / [lark-base-field-update.md](references/lark-base-field-update.md) |
+| 读记录明细 | `+record-get` / `+record-list` / `+record-search` | 涉及筛选、排序、Top/Bottom N、聚合、多表关联、全局结论时读 [lark-base-data-analysis-sop.md](references/lark-base-data-analysis-sop.md) |
+| 写记录 | `+record-upsert` / `+record-batch-create` / `+record-batch-update` | 必读 [lark-base-record-upsert.md](references/lark-base-record-upsert.md) / [lark-base-record-batch-create.md](references/lark-base-record-batch-create.md) / [lark-base-record-batch-update.md](references/lark-base-record-batch-update.md) 和 [lark-base-cell-value.md](references/lark-base-cell-value.md) |
 | 附件字段 | `+record-upload-attachment` / `+record-download-attachment` / `+record-remove-attachment` | 附件不要伪造成普通 CellValue；上传走本地文件，下载/删除按 file token 或字段定位 |
-| 删除记录 / 分享记录链接 / 历史 | `+record-delete` / `+record-share-link-create` / `+record-history-list` | 删除前确认 record；分享链接最多 100 条；历史读 `lark-base-record-history-list.md`，只查单条记录，不做整表审计 |
-| 管理视图 | `+view-*` | `+view-set-filter` 读 `lark-base-view-set-filter.md`；其余配置先 get 现状，再按返回结构更新 |
-| 一次性聚合统计 | `+data-query` | 必读 `lark-base-data-analysis-sop.md` 和入口 `lark-base-data-query-guide.md`；完整 DSL 再读 `lark-base-data-query.md` |
-| 公式字段 | `+field-create/update --json '{"type":"formula",...}'` | 必读 `formula-field-guide.md`，读后再加隐藏确认 flag `--i-have-read-guide` |
-| Lookup 字段 | `+field-create/update --json '{"type":"lookup",...}'` | 必读 `lookup-field-guide.md`，读后再加隐藏确认 flag `--i-have-read-guide` |
-| 表单提交 | `+form-submit` | 先读 `lark-base-form-detail.md` 获取题目、filter 和附件所需 `base_token`；提交 JSON 读 `lark-base-form-submit.md` |
-| 表单题目创建/更新 | `+form-questions-create` / `+form-questions-update` | 读对应 form-questions reference |
-| 其他表单管理 | `+form-list/get/detail/create/update/delete` / `+form-questions-list/delete` | `+form-detail` 读 `lark-base-form-detail.md`；删除前确认目标表单 |
-| 仪表盘与组件 | `+dashboard-*` / `+dashboard-block-*` | 提到图表/看板/block 时先读 `lark-base-dashboard.md`；组件 `data_config` 读 `dashboard-block-data-config.md`；读取图表计算结果用 `+dashboard-block-get-data` |
-| Workflow | `+workflow-*` | 创建/更新或理解 steps 时读入口 `lark-base-workflow-guide.md` 和 steps JSON SSOT `lark-base-workflow-schema.md`；list/get/enable/disable 只处理 workflow ID 与启停状态 |
-| 高级权限与角色 | `+advperm-*` / `+role-*` | 角色操作先读入口 `lark-base-role-guide.md`；角色 create/update 或解读完整配置再读权限 JSON SSOT `role-config.md`；系统角色不可删除；关闭高级权限会影响自定义角色 |
+| 删除记录 / 分享记录链接 / 历史 | `+record-delete` / `+record-share-link-create` / `+record-history-list` | 删除前确认 record；分享链接最多 100 条；历史读 [lark-base-record-history-list.md](references/lark-base-record-history-list.md)，只查单条记录，不做整表审计 |
+| 管理视图 | `+view-*` | `+view-set-filter` 读 [lark-base-view-set-filter.md](references/lark-base-view-set-filter.md)；其余配置先 get 现状，再按返回结构更新 |
+| 一次性聚合统计 | `+data-query` | 必读 [lark-base-data-analysis-sop.md](references/lark-base-data-analysis-sop.md) 和入口 [lark-base-data-query-guide.md](references/lark-base-data-query-guide.md)；完整 DSL 再读 [lark-base-data-query.md](references/lark-base-data-query.md) |
+| 公式字段 | `+field-create/update --json '{"type":"formula",...}'` | 必读 [formula-field-guide.md](references/formula-field-guide.md)，读后再加隐藏确认 flag `--i-have-read-guide` |
+| Lookup 字段 | `+field-create/update --json '{"type":"lookup",...}'` | 必读 [lookup-field-guide.md](references/lookup-field-guide.md)，读后再加隐藏确认 flag `--i-have-read-guide` |
+| 表单提交 | `+form-submit` | 先读 [lark-base-form-detail.md](references/lark-base-form-detail.md) 获取题目、filter 和附件所需 `base_token`；提交 JSON 读 [lark-base-form-submit.md](references/lark-base-form-submit.md) |
+| 表单题目创建/更新 | `+form-questions-create` / `+form-questions-update` | 读 [lark-base-form-questions-create.md](references/lark-base-form-questions-create.md) / [lark-base-form-questions-update.md](references/lark-base-form-questions-update.md) |
+| 其他表单管理 | `+form-list/get/detail/create/update/delete` / `+form-questions-list/delete` | `+form-detail` 读 [lark-base-form-detail.md](references/lark-base-form-detail.md)；删除前确认目标表单 |
+| 仪表盘与组件 | `+dashboard-*` / `+dashboard-block-*` | 提到图表/看板/block 时先读 [lark-base-dashboard.md](references/lark-base-dashboard.md)；组件 `data_config` 读 [dashboard-block-data-config.md](references/dashboard-block-data-config.md)；读取图表计算结果用 `+dashboard-block-get-data` |
+| Workflow | `+workflow-*` | 创建/更新或理解 steps 时读入口 [lark-base-workflow-guide.md](references/lark-base-workflow-guide.md) 和 steps JSON SSOT [lark-base-workflow-schema.md](references/lark-base-workflow-schema.md)；list/get/enable/disable 只处理 workflow ID 与启停状态 |
+| 高级权限与角色 | `+advperm-*` / `+role-*` | 角色操作先读入口 [lark-base-role-guide.md](references/lark-base-role-guide.md)；角色 create/update 或解读完整配置再读权限 JSON SSOT [role-config.md](references/role-config.md)；系统角色不可删除；关闭高级权限会影响自定义角色 |
 
 ## Base 心智模型
 
 - Base 曾用名 Bitable；返回字段、错误或旧文档里的 `bitable` 多为历史兼容，不代表应改走裸 API 或另一套命令。
 - 表、字段、视图、workflow、dashboard block 的名称和 ID 必须来自真实返回，不要凭用户口述猜。
 - 存储字段可写；系统字段、`formula`、`lookup` 只读；附件字段走专用 attachment 命令。
-- 一次性统计、筛选、TopN 优先用 `+data-query` 或临时视图；需要长期显示在表中时，才新增 `formula` / `lookup` 字段。
+- 一次性原始记录查询优先用 `+record-list` / `+record-search` 的 filter/sort；聚合分析优先用 `+data-query`；需要长期显示在表中时，才新增 `formula` / `lookup` 字段。
 - `formula` 适合常规计算、条件判断、文本/日期处理和长期派生指标；`lookup` 适合明确的跨表查找、筛选后取值或聚合引用。
 - 写入、分析、公式、lookup、workflow、dashboard 前，先读取真实结构：表、字段、视图、关联表和 dashboard block 名称都以命令返回为准。
 - 跨表场景必须读取目标表结构；link 单元格中的关联 `record_id` 只是连接键，最终回答要回查并展示用户可读字段。
@@ -79,21 +79,21 @@ metadata:
 
 ## 查询与统计规则
 
-涉及查询、统计或判断结论时，先阅读 `references/lark-base-data-analysis-sop.md`，并遵守：
+涉及查询、统计或判断结论时，先阅读 [lark-base-data-analysis-sop.md](references/lark-base-data-analysis-sop.md)，并遵守：
 
 1. `+record-list` 的默认页、固定 `--limit` 和本地 `jq` 只能证明已读取范围内的事实，不能直接支撑全局最值、全量计数、Top/Bottom N、异常识别或分组结论。
-2. 能由 Base 表达的筛选、排序、投影、聚合、分组和限制，应在 Base 云端查询能力中执行；不要先拉明细到本地上下文再手工筛选排序。
+2. 能由 Base 表达的筛选、排序、投影、聚合、分组和限制，应在 Base 云端查询能力中执行；不要先拉原始记录到本地上下文再手工筛选排序。
 3. `has_more=true` 或等价分页信号表示当前结果不是全量；除非用户只要样例/前 N 条，不能基于该页回答全局问题。
 4. 多表查询必须先确认关系字段和连接键；link 单元格里的 `record_id` 是关系键，不是用户可读答案。
 5. 最终答案必须能追溯到真实表、真实字段、查询范围、筛选/排序/聚合条件和必要的连接键。
-6. 一次性分析优先用 `+data-query` 或临时视图；要把结果长期显示在表里，才考虑新增 `formula` / `lookup` 字段。
-7. `+data-query` 返回聚合结果，不返回原始记录明细；需要输出实体字段时，用聚合结果中的业务 key 或 record_id 再走 record 路径回查。
+6. 一次性原始记录查询优先用 `+record-list` / `+record-search` 的 filter/sort；聚合分析优先用 `+data-query`；要把结果长期显示在表里，才考虑新增 `formula` / `lookup` 字段。
+7. `+data-query` 可返回聚合结果或维度字段行，但维度行按字段组合去重且不返回 `record_id`；需要逐条记录、记录定位或完整行级字段时，再用 `+record-list` / `+record-search` / `+record-get` 回查。
 
 ## 写入前置规则
 
 - 写记录前先读字段结构；只写存储字段。系统字段、附件字段、`formula`、`lookup` 不作为普通记录写入目标。
 - 附件上传、下载、删除走专用 `+record-*-attachment` 命令。
-- 写字段前先读 `lark-base-field-json.md`；涉及 `formula` / `lookup` 时必须读对应 guide。
+- 写字段前先读 [lark-base-field-json.md](references/lark-base-field-json.md)；涉及 `formula` / `lookup` 时必须读 [formula-field-guide.md](references/formula-field-guide.md) / [lookup-field-guide.md](references/lookup-field-guide.md)。
 - 表名、字段名、视图名、workflow 配置中的名称必须来自真实返回；跨表场景还要读取目标表结构。
 - 删除、角色更新、字段更新等高风险操作遵循 CLI 的 confirmation gate；目标不明确时先用 get/list 消歧。
 - 批量写入单批最多 200 条；连续写同一表时串行执行，遇到 `1254291` 按短暂等待后重试处理。
@@ -105,7 +105,7 @@ metadata:
 - `+form-submit` 前必须先跑 `+form-detail`，读取 `questions[].type`、`required`、`filter` 和附件场景需要的 `base_token`；不要填写被 filter 隐藏的问题。
 - 表单附件不要写进 `fields`，放在 `--json.attachments`；提交附件时必须同时传表单所属 Base 的 `--base-token`。
 - `+view-set-filter` 是唯一保留的 view reference；sort/group/card/timebar/visible-fields 这类配置先用对应 get 命令读现状，保留未修改字段，只替换用户要求变更的配置。
-- 临时视图适合一次性筛选/排序后读取；如果筛选结果对用户后续查看有价值，应保留为持久视图并说明名称和用途。
+- 视图适合持久化、共享和 UI 复用；一次性筛选/排序可先用 `+record-list` / `+record-search` 的 filter/sort 验证结果，再按需要沉淀为持久视图。
 
 ## Token 与链接
 
@@ -125,9 +125,9 @@ metadata:
 
 ## Dashboard / Workflow / Role
 
-- Dashboard 的复杂点是 block 的 `data_config`，不是 list/get/create/delete 命令参数。创建或更新 block 前先读 `dashboard-block-data-config.md`，组件必须串行创建；`+dashboard-arrange` 是服务端智能布局，只在用户明确要求重排/美化时执行。`+dashboard-block-get-data` 读取图表最终计算结果，不返回 block 名称、类型、布局或 `data_config`；需要元数据先用 `+dashboard-block-get`。
-- Workflow 的复杂点是 `steps` 结构。创建、更新或解释完整 workflow 时读入口 `lark-base-workflow-guide.md` 和 steps JSON SSOT `lark-base-workflow-schema.md`；enable/disable/list 只需确认 workflow ID、当前启停状态和用户意图。
-- Role 的复杂点是权限 JSON。角色操作先读入口 `lark-base-role-guide.md`；`+role-create` 只支持自定义角色；`+role-update` 是 delta merge；角色 create/update 或解读完整配置时读权限 JSON SSOT `role-config.md`。`+role-delete` 只适用于自定义角色，系统角色不可删除；删除角色和关闭高级权限前必须确认目标和影响。
+- Dashboard 的复杂点是 block 的 `data_config`，不是 list/get/create/delete 命令参数。创建或更新 block 前先读 [dashboard-block-data-config.md](references/dashboard-block-data-config.md)，组件必须串行创建；`+dashboard-arrange` 是服务端智能布局，只在用户明确要求重排/美化时执行。`+dashboard-block-get-data` 读取图表最终计算结果，不返回 block 名称、类型、布局或 `data_config`；需要元数据先用 `+dashboard-block-get`。
+- Workflow 的复杂点是 `steps` 结构。创建、更新或解释完整 workflow 时读入口 [lark-base-workflow-guide.md](references/lark-base-workflow-guide.md) 和 steps JSON SSOT [lark-base-workflow-schema.md](references/lark-base-workflow-schema.md)；enable/disable/list 只需确认 workflow ID、当前启停状态和用户意图。
+- Role 的复杂点是权限 JSON。角色操作先读入口 [lark-base-role-guide.md](references/lark-base-role-guide.md)；`+role-create` 只支持自定义角色；`+role-update` 是 delta merge；角色 create/update 或解读完整配置时读权限 JSON SSOT [role-config.md](references/role-config.md)。`+role-delete` 只适用于自定义角色，系统角色不可删除；删除角色和关闭高级权限前必须确认目标和影响。
 
 ## 常见恢复
 
@@ -136,9 +136,9 @@ metadata:
 | `param baseToken is invalid` / `base_token invalid` | 检查是否把 wiki token、workspace token 或完整 URL 当成了 `--base-token`；按 `Token 与链接` 重新定位真实 Base token |
 | `not found` 且输入来自 Wiki 链接 | 优先检查是否把 wiki token 当成 base token，不要立刻改走裸 API |
 | `1254045` 字段名不存在 | 重新 `+field-list`，使用真实字段名或字段 ID；注意空格、大小写和跨表字段 |
-| `1254015` 字段值类型不匹配 | 先 `+field-list`，再按 `lark-base-cell-value.md` 构造 CellValue |
+| `1254015` 字段值类型不匹配 | 先 `+field-list`，再按 [lark-base-cell-value.md](references/lark-base-cell-value.md) 构造 CellValue |
 | 日期 / 人员 / 超链接字段报格式错误 | 日期用 `YYYY-MM-DD HH:mm:ss`；人员用 `[{ "id": "ou_xxx" }]`；超链接用 URL 或 markdown link 字符串 |
-| formula / lookup 创建失败 | 先读 `formula-field-guide.md` / `lookup-field-guide.md`，再按 guide 重建请求 |
+| formula / lookup 创建失败 | 先读 [formula-field-guide.md](references/formula-field-guide.md) / [lookup-field-guide.md](references/lookup-field-guide.md)，再按 guide 重建请求 |
 | `ignored_fields` / `READONLY` | 移除只读字段，只写存储字段 |
 | `1254104` | 批量超过 200，分批调用 |
 | `1254291` | 并发写冲突，串行写入并在批次间短暂等待 |
@@ -146,15 +146,15 @@ metadata:
 
 ## 保留 Reference
 
-- `lark-base-data-analysis-sop.md`：查询/统计/全局结论的选路 SOP
-- `lark-base-data-query-guide.md` / `lark-base-data-query.md`：聚合查询入口 fewshot 与 DSL SSOT
-- `lark-base-cell-value.md`：记录 CellValue 构造
-- `lark-base-field-json.md`：字段 JSON 构造
-- `formula-field-guide.md` / `lookup-field-guide.md`：公式与 lookup 字段
-- `lark-base-field-create.md` / `lark-base-field-update.md`：字段创建/更新命令级补充
-- `lark-base-record-upsert.md` / `lark-base-record-batch-create.md` / `lark-base-record-batch-update.md` / `lark-base-record-history-list.md`：记录写入 JSON 与历史返回解释
-- `lark-base-view-set-filter.md`：视图筛选 JSON
-- `lark-base-form-detail.md` / `lark-base-form-submit.md` / `lark-base-form-questions-create.md` / `lark-base-form-questions-update.md`：表单详情、提交和复杂 JSON
-- `lark-base-dashboard.md` / `dashboard-block-data-config.md` / `lark-base-dashboard-block-get-data.md`：仪表盘、组件配置与图表结果协议
-- `lark-base-workflow-guide.md` / `lark-base-workflow-schema.md`：workflow 入口与 steps JSON SSOT
-- `lark-base-role-guide.md` / `role-config.md`：角色入口与权限 JSON SSOT
+- [lark-base-data-analysis-sop.md](references/lark-base-data-analysis-sop.md)：查询/统计/全局结论的选路 SOP
+- [lark-base-data-query-guide.md](references/lark-base-data-query-guide.md) / [lark-base-data-query.md](references/lark-base-data-query.md)：聚合查询入口 fewshot 与 DSL SSOT
+- [lark-base-cell-value.md](references/lark-base-cell-value.md)：记录 CellValue 构造
+- [lark-base-field-json.md](references/lark-base-field-json.md)：字段 JSON 构造
+- [formula-field-guide.md](references/formula-field-guide.md) / [lookup-field-guide.md](references/lookup-field-guide.md)：公式与 lookup 字段
+- [lark-base-field-create.md](references/lark-base-field-create.md) / [lark-base-field-update.md](references/lark-base-field-update.md)：字段创建/更新命令级补充
+- [lark-base-record-upsert.md](references/lark-base-record-upsert.md) / [lark-base-record-batch-create.md](references/lark-base-record-batch-create.md) / [lark-base-record-batch-update.md](references/lark-base-record-batch-update.md) / [lark-base-record-history-list.md](references/lark-base-record-history-list.md)：记录写入 JSON 与历史返回解释
+- [lark-base-view-set-filter.md](references/lark-base-view-set-filter.md)：视图筛选 JSON
+- [lark-base-form-detail.md](references/lark-base-form-detail.md) / [lark-base-form-submit.md](references/lark-base-form-submit.md) / [lark-base-form-questions-create.md](references/lark-base-form-questions-create.md) / [lark-base-form-questions-update.md](references/lark-base-form-questions-update.md)：表单详情、提交和复杂 JSON
+- [lark-base-dashboard.md](references/lark-base-dashboard.md) / [dashboard-block-data-config.md](references/dashboard-block-data-config.md) / [lark-base-dashboard-block-get-data.md](references/lark-base-dashboard-block-get-data.md)：仪表盘、组件配置与图表结果协议
+- [lark-base-workflow-guide.md](references/lark-base-workflow-guide.md) / [lark-base-workflow-schema.md](references/lark-base-workflow-schema.md)：workflow 入口与 steps JSON SSOT
+- [lark-base-role-guide.md](references/lark-base-role-guide.md) / [role-config.md](references/role-config.md)：角色入口与权限 JSON SSOT
diff --git a/skills/lark-base/references/lark-base-data-analysis-sop.md b/skills/lark-base/references/lark-base-data-analysis-sop.md
index 5f4bef82..62c1b2fd 100644
--- a/skills/lark-base/references/lark-base-data-analysis-sop.md
+++ b/skills/lark-base/references/lark-base-data-analysis-sop.md
@@ -6,14 +6,15 @@ Base 数据查询与分析任务的执行契约。覆盖记录读取、筛选、
 
 - `+data-query`: entry guide [lark-base-data-query-guide.md](lark-base-data-query-guide.md), full DSL SSOT [lark-base-data-query.md](lark-base-data-query.md)
 - 视图筛选: [lark-base-view-set-filter.md](lark-base-view-set-filter.md)
-- 视图排序/投影、记录读取: 先 get/list 现状，确认字段 ID、字段名、分页和投影范围
+- 记录读取: `+record-list` / `+record-search` / `+record-get`，先确认字段 ID、字段名、分页和投影范围
 
 ## 0. Hard Rules
 
 - 全局问题不能用默认 `+record-list --limit N` 片面地回答。
 - `jq` / shell / 本地代码是在个人电脑或当前运行环境中处理已返回数据，只适合小范围结果；超过 200 行默认不推荐本地统计、排序或求极值，应改用 Base 云端查询服务的 filter/sort/aggregate。
 - “最高、最低、最新、最早、Top、Bottom、总数、全部、异常、最大、最小、最多、最少、优先级最高”等全局语义，必须在 Base 云端查询服务中完成筛选、排序或聚合。
-- `+record-search` 用于关键词检索字段的展示文本；可搜多类字段，但匹配的是文本表示（如人员命中 name），不要用它替代金额、状态、日期、空值等结构化条件。
+- 一次性原始记录查询优先用 `+record-list` / `+record-search` 的 filter/sort；聚合分析优先用 `+data-query`。
+- `+record-search` 用于关键词检索字段的展示文本；金额、状态、日期、空值、关联等结构化条件继续用 `--filter-json` 表达。
 - 不要依赖已有视图，除非用户明确指定该视图，或你已读取并验证其 filter/sort/projection 符合当前问题。
 - 交付输出必须使用用户可读的真实字段值；内部 ID、`record_id`、关联记录 ID、open_id、编码字段只可作为连接键或定位键，不能替代最终输出，除非用户明确要求输出这些键值。
 - 每次读取必须做最小投影，并包含后续解释、回查或写入需要的业务 key。
@@ -22,39 +23,160 @@ Base 数据查询与分析任务的执行契约。覆盖记录读取、筛选、
 
 | 用户意图 | 首选路径 | 关键规则 |
 | --- | --- | --- |
-| 看几条、预览、示例 | `+record-list --limit N` | 保持局部语义；不要推广为全局结论 |
+| 看几条、预览、示例 | `+record-list --limit N --field-id ...` | 保持局部语义；不要推广为全局结论 |
 | 已知 `record_id` | `+record-get` | 直接读取；不要 search/list 反查 |
-| 明确关键词 | `+record-search` | 按字段展示文本命中；使用 `search_fields` 限定匹配范围、`select_fields` 投影降低返回内容 token 量；不要把文本检索当作结构化关联解析 |
-| 按条件找明细记录 | 先创建临时视图设置筛选和可见字段，再用 `+record-list --view-id` 读取 | 条件字段来自 `+field-list`；不要先读全表再本地过滤 |
-| 排序 / TopN 原始记录 | 临时视图 filter/sort/projection -> `+record-list --view-id --limit N` | 最高/最新降序，最低/最早升序 |
+| 明确关键词 | `+record-search --keyword ... --search-field ... --field-id ...` | 必须显式指定 `--search-field`；可叠加 `--filter-json` |
+| 按条件找原始记录 | `+record-list --filter-json ...` | `filter-json` 与视图筛选结构一致，支持文本、数字、日期、选项、人员、群组、关联等值 |
+| 排序 / TopN 原始记录 | `+record-list --filter-json ... --sort-json ... --limit N` | 最高/最新用 `desc:true`，最低/最早用 `desc:false`；数组顺序表达优先级；最多 10 个排序条件 |
 | 聚合 / 分组 / 分组排序 | `+data-query` | 使用 filters/dimensions/measures/sort/limit |
-| 聚合后输出实体字段 | `+data-query` 得到业务 key -> record 路径回查明细 | `+data-query` 不返回原始记录或 link 明细；聚合结果中的 key 需要再解析成用户要求字段 |
-| 多表 / 多跳关联 | 以候选数最小的事实表为驱动表，沿业务 key 或 link `record_id` 逐跳回查 | 读出 link 单元格里的关联 `record_id` 后，到被关联表批量 `+record-get` 展示字段，并在回答用结果中合并展示 |
-| 查询后写入 / 视图化 | 先用本 SOP 得到可复核的目标记录 id 集合 | 再进入记录写入或视图配置；高价值可复用查询优先沉淀为持久视图 |
+| 聚合后输出逐条记录 | `+data-query` 得到业务 key 或候选字段组合 -> `+record-list --filter-json` / `+record-get` 回查 | `+data-query` 维度行按字段组合去重且不返回 `record_id` |
+| 多表 / 多跳关联 | 以候选数最小的事实表为驱动表，沿业务 key 或 link `record_id` 逐跳回查 | 读出 link 单元格里的关联 `record_id` 后，到被关联表批量 `+record-get` 展示字段 |
+| 查询后写入 / 视图化 | 先用本 SOP 得到可复核的目标记录 id 集合 | 再进入记录写入或视图配置；高价值可复用查询可沉淀为持久视图 |
 
 ## 2. Execution Patterns
 
-### 2.1 结构化明细与 TopN
+### 2.1 结构化原始记录与 TopN
 
-使用视图路径：
+使用 `+record-list` 的 filter/sort 路径：
 
 1. `+field-list` 确认筛选字段、排序字段、展示字段、业务 key。
-2. `+view-create` 创建 grid 视图。
-3. 设置 filter/sort/visible fields。
-4. `+record-list --view-id <view_id> --limit <N>` 读取结果。
+2. 筛选只用 `--filter-json` 或 `--filter-json @file`。
+3. 排序用 `--sort-json`。
+4. `--field-id` 做最小投影，`--limit` 控制返回数量。
 
-不要从未筛选、未排序的全表输出中手动挑选。一次性查询可用临时视图；如果这个筛选/排序结果对用户后续查看有价值，应保留为持久视图，不要删除，并告知用户视图名称和用途。筛选 JSON 见 view-set-filter reference；排序和可见字段配置先读取现状，再按目标字段、顺序和排序方向改写。
+Example: string/number 条件 + TopN：
 
-### 2.2 聚合分析与 TopN
+```bash
+lark-cli base +record-list \
+  --base-token <base_token> \
+  --table-id <table_id> \
+  --filter-json '{"logic":"and","conditions":[["Title","==","Launch plan"],["Score",">=",80]]}' \
+  --sort-json '[{"field":"Updated","desc":true}]' \
+  --field-id Name \
+  --field-id Title \
+  --field-id Score \
+  --limit 20
+```
+
+Example: 复杂筛选从文件读取：
+
+```bash
+lark-cli base +record-list \
+  --base-token <base_token> \
+  --table-id <table_id> \
+  --filter-json @filter.json \
+  --sort-json '[{"field":"Priority","desc":true}]' \
+  --field-id Name \
+  --field-id Tags \
+  --limit 50
+```
+
+`filter-json` 与视图筛选结构一致。下面只列常用 fewshot；字段类型、operator、value 形状拿不准，或需要人员、群组、关联、空值、地理位置、formula / lookup 等完整筛选时，先读 [lark-base-view-set-filter.md](lark-base-view-set-filter.md)，再把同样的 filter JSON 传给 `--filter-json`。
+
+文本 `==`：字段值等于目标文本。
+```json
+{"logic":"and","conditions":[["Title","==","Launch plan"]]}
+```
+
+文本包含 / like：文本字段包含目标片段；operator 写 `intersects`。
+```json
+{"logic":"and","conditions":[["Title","intersects","urgent"]]}
+```
+
+数字 `==`：字段值等于目标数字。
+```json
+{"logic":"and","conditions":[["Score","==",95]]}
+```
+
+日期 `==`：字段值等于目标日期；datetime / created_at / updated_at 用 `ExactDate(...)`。
+```json
+{"logic":"and","conditions":[["Due Date","==","ExactDate(2026-06-02)"]]}
+```
+
+选项 `==`：字段值匹配单个选项；选项值使用选项名数组，单个选项也写数组。
+```json
+{"logic":"and","conditions":[["Priority","==",["P0"]]]}
+```
+
+选项 `intersects`：字段值与给定选项集合有交集，常用于多选或“命中任一选项”。
+```json
+{"logic":"and","conditions":[["Tags","intersects",["P0","Blocked"]]]}
+```
+
+`--sort-json` 传排序数组，数组顺序就是优先级，`desc:true` 为降序，`desc:false` 为升序，最多 10 个排序条件。
+
+### 2.2 关键词检索后叠加结构化条件
+
+使用 `+record-search` 做关键词命中，结构化条件仍用 `--filter-json` 下推：
+
+```bash
+lark-cli base +record-search \
+  --base-token <base_token> \
+  --table-id <table_id> \
+  --keyword Alice \
+  --search-field Name \
+  --filter-json '{"logic":"and","conditions":[["Status","!=","Done"]]}' \
+  --sort-json '[{"field":"Updated","desc":true}]' \
+  --field-id Name \
+  --field-id Status \
+  --limit 20
+```
+
+不要把 `+record-search` 当成金额、状态、日期、空值、关联字段的结构化筛选入口；这些条件继续写成 `--filter-json`。
+
+### 2.3 聚合分析与 TopN
 
 使用 `+data-query`：
 
 - 让 Base 云端查询服务完成 filters、dimensions、measures、sort、pagination.limit。
-- `pagination.limit` 是 Base 云端查询服务中的聚合结果限制，不是本地分页扫描。
-- 需要输出明细或用户可读字段时，先拿业务 key，再用 record 路径精确回查。
+- `pagination.limit` 是 Base 云端查询服务中的结果限制，不是本地分页扫描。
 - 常用聚合 fewshot 先读 [lark-base-data-query-guide.md](lark-base-data-query-guide.md)；字段类型、日期 value、DSL shape 以 [lark-base-data-query.md](lark-base-data-query.md) 为准。
+- `+data-query` 可返回聚合结果或维度字段行；维度字段行按字段组合去重且不返回 `record_id`，不能当逐条原始记录结果使用。
+- 需要输出逐条记录、记录定位或完整行级字段时，先用 `+data-query` 得到业务 key、分组值或候选字段组合，再用 `+record-list --filter-json` / `+record-get` 回查。
 
-### 2.3 关系查询与回查
+Example: 分组计数：
+
+```bash
+lark-cli base +data-query \
+  --base-token <base_token> \
+  --dsl '{"datasource":{"type":"table","table":{"tableId":"<table_id>"}},"dimensions":[{"field_name":"Status","alias":"status"}],"measures":[{"field_name":"Status","aggregation":"count","alias":"count"}],"shaper":{"format":"flat"}}'
+```
+
+Example: 过滤后汇总并取 TopN：
+
+```bash
+lark-cli base +data-query \
+  --base-token <base_token> \
+  --dsl '{"datasource":{"type":"table","table":{"tableId":"<table_id>"}},"dimensions":[{"field_name":"Owner","alias":"owner"}],"measures":[{"field_name":"Amount","aggregation":"sum","alias":"total_amount"}],"filters":{"type":1,"conjunction":"and","conditions":[{"field_name":"Status","operator":"is","value":["Done"]}]},"sort":[{"field_name":"total_amount","order":"desc"}],"pagination":{"limit":10},"shaper":{"format":"flat"}}'
+```
+
+### 2.4 视图化与复用
+
+一次性查询先用 `+record-list` / `+record-search` 的 filter/sort 验证。需要用户长期打开、共享或复用时，再把同一套 filter/sort 沉淀为视图。
+
+Example: 将已验证的筛选排序写入视图：
+
+```bash
+lark-cli base +view-set-filter \
+  --base-token <base_token> \
+  --table-id <table_id> \
+  --view-id <view_id> \
+  --json @filter.json
+
+lark-cli base +view-set-sort \
+  --base-token <base_token> \
+  --table-id <table_id> \
+  --view-id <view_id> \
+  --json '{"sort_config":[{"field":"Priority","desc":true}]}'
+```
+
+手动配置和视图配置的优先级：
+
+1. `--filter-json` 覆盖 `--view-id` 保存的 view filter JSON。
+2. `--sort-json` 覆盖 `--view-id` 保存的 view sort config。
+3. 没有手动 filter/sort 时，`--view-id` 使用视图自身保存的 filter/sort。
+
+### 2.5 关系查询与回查
 
 - link 单元格通常是关联表 `record_id` 数组，不是用户可读内容，只是连接键。
 - 先用 `+field-list` 确认 link 字段的 `link_table`、业务唯一键和展示字段。
@@ -71,17 +193,17 @@ Base 数据查询与分析任务的执行契约。覆盖记录读取、筛选、
 
 - `+record-list` 默认页、固定 `--limit`、本地 `jq`、shell 管道、手工浏览输出，都只覆盖已读取范围；超过 200 行不要把本地处理当作推荐路径。
 - `has_more=true`、存在下一页 offset/page token、或返回行数等于 page size，都表示可能还有未读取数据。
-- 对全局问题，只有 Base 云端查询服务已经通过 filter/sort/aggregate 收敛目标范围，或 `data-query` 已在云端完成聚合、排序和限制时，才可以用有限返回形成结论。
-- 必须全量导出时，按 CLI 分页语义串行翻页；不要并发调用 `+record-list`。
+- 对全局问题，只有 Base 云端查询服务已经通过 filter/sort/aggregate 收敛目标范围，或 `+data-query` 已在云端完成聚合、排序和限制时，才可以用有限返回形成结论。
+- 必须全量导出时，按 `+record-list` 分页语义串行翻页；不要并发调用 `+record-list`。
 
 ## 4. Final Answer Check
 
 形成交付输出前必须能确认：
 
-- 问题范围是局部样例、单点定位、全局明细、聚合分析、多表关联，还是查询后写入。
+- 问题范围是局部样例、单点定位、全局原始记录、聚合分析、多表关联，还是查询后写入。
 - 筛选、排序、聚合是否发生在 Base 云端查询服务中，而不是本地 `jq` / shell 中。
 - 如果使用 `jq` / shell，本地输入是否是 200 行以内的小范围结果；超过 200 行是否已改用 Base 云端查询服务查询。
-- 如果使用 `+record-list`，是否处理了 `has_more`，且投影包含业务 key 和解释字段。
+- 如果使用 `+record-list` / `+record-search`，是否处理了 `has_more`，且投影包含业务 key 和解释字段。
 - 如果涉及关系查询，是否按 `record_id` 或业务 key 精确回查，交付输出是否来自关联表真实字段。
 - 交付输出能追溯到表、字段、筛选条件、排序/聚合条件和连接键。
 
diff --git a/skills/lark-base/references/lark-base-data-query-guide.md b/skills/lark-base/references/lark-base-data-query-guide.md
index 80a8db91..d20bf4db 100644
--- a/skills/lark-base/references/lark-base-data-query-guide.md
+++ b/skills/lark-base/references/lark-base-data-query-guide.md
@@ -14,7 +14,7 @@ Use `+data-query` when the user asks for server-side:
 - sorted Top N or Bottom N
 - global statistical conclusions
 
-Do not use `+data-query` for raw record details. Use record commands for row-level output.
+`+data-query` can return dimension field rows, but those rows are grouped by dimension values and do not include `record_id`. Use `+record-list`, `+record-search`, or `+record-get` for row-level output, record identity, or full raw record details.
 
 ## Common Fewshots
 
diff --git a/skills/lark-base/references/lark-base-data-query.md b/skills/lark-base/references/lark-base-data-query.md
index 3d1edd7a..26c6e2e0 100644
--- a/skills/lark-base/references/lark-base-data-query.md
+++ b/skills/lark-base/references/lark-base-data-query.md
@@ -54,7 +54,7 @@ lark-cli base +data-query \
     "shaper": {"format": "flat"}
   }'
 
-# 聚合后如需读取明细，先让 data-query 返回可回查的业务 key
+# 聚合或维度查询后如需读取逐条记录，先让 data-query 返回可回查的业务 key
 lark-cli base +data-query \
   --base-token MAGObxxxxx \
   --dsl '{
@@ -419,16 +419,16 @@ value 使用预定义关键字机制，第一个元素为字符串常量名称
 
 ## 与记录读取组合
 
-`+data-query` 不返回原始记录或 link 字段明细。需要输出聚合结果对应的原始记录字段、展示值或关联表字段时，按以下方式组合：
+`+data-query` 可返回聚合结果，也可在只传 `dimensions` 时返回维度字段行；这些维度行按字段组合去重，不包含 `record_id`，不能等同于逐条原始记录。需要输出聚合结果对应的原始记录字段、展示值、记录定位信息或关联表字段时，按以下方式组合：
 
-1. 用 `+data-query` 在 Base 云端查询服务中完成全局筛选、分组、聚合、排序和 TopN，得到业务 key、分组值或候选范围。
-2. 如果已经拿到候选记录的 `record_id`，用 `+record-get` 读取明细字段。
-3. 如果拿到的是结构化业务 key（例如编号、状态、日期、金额等），优先创建临时视图做精确过滤后再 `+record-list --view-id` 读取；不要用 `+record-search` 代替结构化条件。
+1. 用 `+data-query` 在 Base 云端查询服务中完成全局筛选、分组、聚合、排序和 TopN，得到业务 key、分组值或候选字段组合。
+2. 如果已经拿到候选记录的 `record_id`，用 `+record-get` 读取逐条记录字段。
+3. 如果拿到的是结构化业务 key（例如编号、状态、日期、金额等），用 `+record-list --filter-json` 做精确过滤后读取；不要用 `+record-search` 代替结构化条件。
 4. 只有候选条件本身是文本展示值关键词时，才使用 `+record-search`，并用 `search_fields` 限定范围、`select_fields` 做投影。
 5. 若候选记录包含 link 字段，提取关联 `record_id` 后到关联表用 `+record-get` 批量读取展示字段。
 6. 最终回答业务字段，不要把内部 `record_id` 当作用户可读答案。
 
-不要把 `data-query pagination.limit` 理解为分页扫描；它只限制 Base 云端查询服务返回的聚合结果行数，不支持 offset。需要全量明细导出时回到 data analysis SOP 的 record 分页规则。
+不要把 `data-query pagination.limit` 理解为分页扫描；它只限制 Base 云端查询服务返回的聚合结果行数，不支持 offset。需要全量原始记录导出时回到 data analysis SOP 的 `+record-list` 分页规则。
 
 ## 坑点
 
@@ -447,6 +447,6 @@ value 使用预定义关键字机制，第一个元素为字符串常量名称
 
 - [lark-base](../SKILL.md) — 多维表格全部命令
 - [lark-shared](../../lark-shared/SKILL.md) — 认证和全局参数
-- [lark-base-data-analysis-sop.md](lark-base-data-analysis-sop.md) — 查询范围、选路、下推、分页、record 明细回查和关系查询 SOP
+- [lark-base-data-analysis-sop.md](lark-base-data-analysis-sop.md) — 查询范围、选路、下推、分页、`+record-list` / `+record-search` 回查和关系查询 SOP
 - [lark-base-cell-value.md](lark-base-cell-value.md) — CellValue 格式规范
 - [lark-base-field-json.md](lark-base-field-json.md) — 字段类型与 JSON 结构