docs: tighten lark-sheets skill guidance

Validate the example commands embedded in shortcut definitions (the
"Example: lark-cli ..." lines in each shortcut's Tips, shown in --help)
against the real command tree built by cmd.Build. Implemented entirely as
test-only code in cmd/ (package cmd_test), so it ships in no binary and is
not importable by product code; the truth source is cmd.Build, the same
tree the binary uses, so the check cannot drift. It runs in the standard
unit-test CI job (go test ./cmd/...); a renamed command or unaccepted flag
in an example fails that job.

cmd/cmdexample_catalog_test.go

@@ -0,0 +1,160 @@
+// Copyright (c) 2026 Lark Technologies Pte. Ltd.
+// SPDX-License-Identifier: MIT
+
+package cmd_test
+
+import (
+	"sort"
+	"strings"
+)
+
+// universalFlags are accepted by every command (cobra auto-injects help; the
+// root injects version). They are never reported as unknown.
+var universalFlags = map[string]bool{"--help": true, "-h": true, "--version": true}
+
+// catalog is the source-of-truth command catalog: command path -> accepted flag
+// tokens. A path is the command words WITHOUT the "lark-cli" root prefix, e.g.
+// "contact +search-user". The root command is the empty path "".
+type catalog struct {
+	flagsByPath map[string]map[string]bool
+	group       map[string]bool // paths that are parent groups (have subcommands)
+	sorted      []string        // cached sorted paths for suggestCommand; invalidated on addCommand
+}
+
+func newCatalog() *catalog {
+	return &catalog{
+		flagsByPath: map[string]map[string]bool{},
+		group:       map[string]bool{},
+	}
+}
+
+// setGroup records whether path is a parent group (has subcommands). Leftover
+// words after a group node are unknown subcommands; after a leaf they are
+// positionals (e.g. "api GET /path").
+func (c *catalog) setGroup(path string, isGroup bool) {
+	if isGroup {
+		c.group[path] = true
+	}
+}
+
+func (c *catalog) isGroup(path string) bool { return c.group[path] }
+
+// addCommand registers a command path and the flags it accepts. Repeated calls
+// for the same path union the flag sets. flags are full tokens ("--query", "-q").
+func (c *catalog) addCommand(path string, flags []string) {
+	set := c.flagsByPath[path]
+	if set == nil {
+		set = map[string]bool{}
+		c.flagsByPath[path] = set
+	}
+	for _, f := range flags {
+		set[f] = true
+	}
+	c.sorted = nil // invalidate cached suggestion list
+}
+
+func (c *catalog) hasCommand(path string) bool {
+	_, ok := c.flagsByPath[path]
+	return ok
+}
+
+// hasFlag reports whether flag is accepted by command path (universal flags
+// always pass).
+func (c *catalog) hasFlag(path, flag string) bool {
+	if universalFlags[flag] {
+		return true
+	}
+	set := c.flagsByPath[path]
+	return set[flag]
+}
+
+// longestPrefix returns the longest known command path that is a prefix of
+// words, plus how many words it consumed. This separates real subcommands from
+// trailing positionals (e.g. "api GET /path" resolves to "api"). When words is
+// empty it falls back to the root command. ok=false means not even the first
+// word names a command.
+func (c *catalog) longestPrefix(words []string) (path string, n int, ok bool) {
+	if len(words) == 0 {
+		if c.hasCommand("") {
+			return "", 0, true
+		}
+		return "", 0, false
+	}
+	for i := len(words); i >= 1; i-- {
+		cand := strings.Join(words[:i], " ")
+		if c.hasCommand(cand) {
+			return cand, i, true
+		}
+	}
+	return "", 0, false
+}
+
+// paths returns all known command paths, sorted.
+func (c *catalog) paths() []string {
+	out := make([]string, 0, len(c.flagsByPath))
+	for p := range c.flagsByPath {
+		out = append(out, p)
+	}
+	sort.Strings(out)
+	return out
+}
+
+// suggestCommand returns the known command path closest to want (small edit
+// distance), for error hints. Returns "" when nothing is reasonably close.
+func (c *catalog) suggestCommand(want string) string {
+	if c.sorted == nil {
+		c.sorted = c.paths() // built once after the catalog is fully populated
+	}
+	return closest(want, c.sorted)
+}
+
+// suggestFlag returns the flag of path closest to flag, for error hints.
+func (c *catalog) suggestFlag(path, flag string) string {
+	set := c.flagsByPath[path]
+	cands := make([]string, 0, len(set))
+	for f := range set {
+		cands = append(cands, f)
+	}
+	sort.Strings(cands)
+	return closest(flag, cands)
+}
+
+// closest returns the candidate with the smallest Levenshtein distance to want,
+// but only if that distance is within a tolerance scaled to want's length
+// (avoids absurd suggestions).
+func closest(want string, cands []string) string {
+	best := ""
+	bestD := 1 << 30
+	for _, cand := range cands {
+		d := levenshtein(want, cand)
+		if d < bestD {
+			bestD, best = d, cand
+		}
+	}
+	tol := len(want)/2 + 1
+	if bestD > tol {
+		return ""
+	}
+	return best
+}
+
+func levenshtein(a, b string) int {
+	ra, rb := []rune(a), []rune(b)
+	prev := make([]int, len(rb)+1)
+	for j := range prev {
+		prev[j] = j
+	}
+	for i := 1; i <= len(ra); i++ {
+		cur := make([]int, len(rb)+1)
+		cur[0] = i
+		for j := 1; j <= len(rb); j++ {
+			cost := 1
+			if ra[i-1] == rb[j-1] {
+				cost = 0
+			}
+			cur[j] = min(prev[j]+1, cur[j-1]+1, prev[j-1]+cost)
+		}
+		prev = cur
+	}
+	return prev[len(rb)]
+}

cmd/cmdexample_check_test.go

@@ -0,0 +1,60 @@
+// Copyright (c) 2026 Lark Technologies Pte. Ltd.
+// SPDX-License-Identifier: MIT
+
+package cmd_test
+
+import "strings"
+
+// Finding kinds.
+const (
+	unknownCommand = "unknown_command"
+	unknownFlag    = "unknown_flag"
+)
+
+// finding is a single mismatch between an example command reference and the
+// catalog.
+type finding struct {
+	line    int
+	raw     string
+	kind    string // unknownCommand | unknownFlag
+	path    string // resolved command path (unknownFlag) or attempted path (unknownCommand)
+	flag    string // offending flag (unknownFlag only)
+	suggest string // nearest known command/flag, "" if none close
+}
+
+// checkRefs validates refs against cat and returns all mismatches in order.
+func checkRefs(cat *catalog, refs []ref) []finding {
+	var out []finding
+	for _, r := range refs {
+		path, n, ok := cat.longestPrefix(r.words)
+		if !ok {
+			attempted := strings.Join(r.words, " ")
+			out = append(out, finding{
+				line: r.line, raw: r.raw, kind: unknownCommand,
+				path: attempted, suggest: cat.suggestCommand(attempted),
+			})
+			continue
+		}
+		// Leftover words after a group node are an unknown subcommand (e.g. a
+		// mistyped method like "batch_modify_message"). After a leaf they are
+		// positionals (e.g. "api GET /path"), so only groups trigger this.
+		if n < len(r.words) && cat.isGroup(path) {
+			attempted := strings.Join(r.words, " ")
+			out = append(out, finding{
+				line: r.line, raw: r.raw, kind: unknownCommand,
+				path: attempted, suggest: cat.suggestCommand(attempted),
+			})
+			continue
+		}
+		for _, f := range r.flags {
+			if cat.hasFlag(path, f) {
+				continue
+			}
+			out = append(out, finding{
+				line: r.line, raw: r.raw, kind: unknownFlag,
+				path: path, flag: f, suggest: cat.suggestFlag(path, f),
+			})
+		}
+	}
+	return out
+}

cmd/cmdexample_parse_test.go

@@ -0,0 +1,222 @@
+// Copyright (c) 2026 Lark Technologies Pte. Ltd.
+// SPDX-License-Identifier: MIT
+
+package cmd_test
+
+import (
+	"regexp"
+	"strings"
+)
+
+// ref is one lark-cli command reference extracted from a shortcut example.
+type ref struct {
+	line  int      // 1-based line number (the line where the command starts)
+	raw   string   // reconstructed command text, for error display
+	words []string // command words before the first flag (subcommand candidates)
+	flags []string // flag tokens used, e.g. "--query", "-q"
+}
+
+const cliToken = "lark-cli"
+
+// subcommandStart guards against false positives from prose: a real command's
+// first word is ASCII (a service name or a +shortcut). A token starting with
+// CJK / punctuation is treated as narration, not a command.
+var subcommandStart = regexp.MustCompile(`^[A-Za-z+]`)
+
+// shellStops are standalone tokens that terminate a command (pipes, redirects,
+// separators). Separators glued to a token (`get;`, `foo|`) are handled inline.
+var shellStops = map[string]bool{
+	"|": true, "||": true, "&&": true, "&": true, ";": true,
+	">": true, ">>": true, "<": true, "2>": true, "2>&1": true,
+}
+
+// wordTrailPunct is sentence / CJK punctuation that can cling to a command word
+// in prose ("auth login." / "auth login，"); stripped so the word still resolves
+// instead of being dropped as an unknown command or non-ASCII narration.
+const wordTrailPunct = `.,;:!?"')]}，。、；：！？）】」』`
+
+// parseRefs extracts every lark-cli command reference from text (a shortcut's
+// Tips line, which may embed an "Example: lark-cli ..." command). It is
+// deliberately format-agnostic: it keys on the "lark-cli" token whether it sits
+// in a ```bash fence, an inline `code` span, or bare prose. Backslash
+// line-continuations are joined first so a multi-line invocation is parsed as
+// one command; inline-code backticks and trailing # comments terminate it.
+func parseRefs(content string) []ref {
+	var refs []ref
+	lines := strings.Split(content, "\n")
+	for i := 0; i < len(lines); i++ {
+		lineNo := i + 1
+		logical := lines[i]
+		// Shell line continuation: a trailing backslash joins the next physical
+		// line. Without this, flags on the continuation lines of a multi-line
+		// `lark-cli ... \` example are never seen by the checker.
+		for endsWithBackslash(logical) && i+1 < len(lines) {
+			logical = strings.TrimRight(logical, " \t")
+			logical = logical[:len(logical)-1] // drop the trailing backslash
+			i++
+			logical += " " + lines[i]
+		}
+		refs = append(refs, parseLine(logical, lineNo)...)
+	}
+	return refs
+}
+
+func endsWithBackslash(s string) bool {
+	return strings.HasSuffix(strings.TrimRight(s, " \t"), `\`)
+}
+
+func parseLine(line string, lineNo int) []ref {
+	var refs []ref
+	rest := line
+	for {
+		idx := strings.Index(rest, cliToken)
+		if idx < 0 {
+			break
+		}
+		after := rest[idx+len(cliToken):]
+		beforeOK := idx == 0 || isBoundary(rest[idx-1])
+		afterOK := after == "" || isBoundary(after[0])
+		if beforeOK && afterOK {
+			if words, flags, raw, ok := parseCmd(after); ok {
+				refs = append(refs, ref{line: lineNo, raw: cliToken + raw, words: words, flags: flags})
+			}
+		}
+		rest = after
+	}
+	return refs
+}
+
+// parseCmd tokenizes the text following "lark-cli" into leading command words
+// (the subcommand path, up to the first flag) and flag tokens. It stops at a
+// shell separator (standalone or glued), an inline-code backtick, a comment, or
+// a placeholder/prose word. ok=false filters out non-commands.
+func parseCmd(after string) (words, flags []string, raw string, ok bool) {
+	// An inline code span ends at the next backtick; a command never spans one.
+	if i := strings.IndexByte(after, '`'); i >= 0 {
+		after = after[:i]
+	}
+	// Drop $(...) command substitutions so flags belonging to the inner command
+	// (e.g. `--data "$(jq -n --arg x ...)"`) are not mistaken for lark-cli flags.
+	after = stripCmdSubst(after)
+
+	var kept []string
+	inFlags := false
+	for _, orig := range strings.Fields(after) {
+		tok := orig
+		if shellStops[tok] || strings.HasPrefix(tok, "#") {
+			break
+		}
+		// A shell separator glued to a token ends the command mid-token
+		// ("get;", "foo|next"): keep the part before it, handle it, then stop.
+		stop := false
+		if i := strings.IndexAny(tok, ";|"); i >= 0 {
+			tok, stop = tok[:i], true
+		}
+		switch {
+		case tok == "" || tok == "-":
+			// empty (after a glued separator) or a bare stdin marker — skip
+		case strings.HasPrefix(tok, "-"):
+			if f := normalizeFlag(tok); f != "" {
+				inFlags = true
+				flags = append(flags, f)
+				kept = append(kept, tok)
+			}
+		case inFlags:
+			// positional / flag value after the first flag — not a command word
+			kept = append(kept, tok)
+		default:
+			// Command-path word. ASCII placeholder markers (<x>, [x], {x|y},
+			// +<verb>, ...) end the command — checked on the RAW token so the
+			// trailing-punct stripping below cannot erase a "..." ellipsis
+			// ("base +..." must stay a placeholder, not become "+").
+			if strings.ContainsAny(tok, "<>[]{}|") || strings.Contains(tok, "...") {
+				stop = true
+				break
+			}
+			// Strip trailing sentence/CJK punctuation so "login." / "login，"
+			// resolve to "login"; non-ASCII narration ends the command.
+			w := strings.TrimRight(tok, wordTrailPunct)
+			if w == "" || hasNonASCII(w) {
+				stop = true
+				break
+			}
+			words = append(words, w)
+			kept = append(kept, tok)
+		}
+		if stop {
+			break
+		}
+	}
+	if len(kept) > 0 {
+		raw = " " + strings.Join(kept, " ")
+	}
+	// Keep root-only refs ("lark-cli --help") and refs whose first word looks
+	// like a subcommand; drop prose ("lark-cli 就能搞定 ...").
+	if len(words) == 0 {
+		return words, flags, raw, len(flags) > 0
+	}
+	if !subcommandStart.MatchString(words[0]) {
+		return nil, nil, "", false
+	}
+	return words, flags, raw, true
+}
+
+// stripCmdSubst removes $(...) command substitutions (including nested ones)
+// from s, leaving the surrounding text intact. Backtick substitutions are
+// already handled upstream (a command never spans a backtick).
+func stripCmdSubst(s string) string {
+	var b strings.Builder
+	depth := 0
+	for i := 0; i < len(s); i++ {
+		if depth == 0 && i+1 < len(s) && s[i] == '$' && s[i+1] == '(' {
+			depth = 1
+			i++ // skip '('
+			continue
+		}
+		if depth > 0 {
+			switch s[i] {
+			case '(':
+				depth++
+			case ')':
+				depth--
+			}
+			continue
+		}
+		b.WriteByte(s[i])
+	}
+	return b.String()
+}
+
+// isPlaceholderOrProse reports whether a command word is a doc placeholder
+// (<resource>, [flags], {a|b}, +<verb>, ...) or narration (CJK / other
+// non-ASCII), rather than a literal command token.
+func isPlaceholderOrProse(w string) bool {
+	if hasNonASCII(w) {
+		return true
+	}
+	return strings.ContainsAny(w, "<>[]{}|") || strings.Contains(w, "...")
+}
+
+func hasNonASCII(s string) bool {
+	return strings.IndexFunc(s, func(r rune) bool { return r > 127 }) >= 0
+}
+
+// flagShape matches the leading flag token, stripping any trailing junk such as
+// a "=value" suffix or punctuation that bled in from the surrounding markdown
+// ("--help\"", "--help;", "--params={}"). The underscore is allowed because
+// real flags use it ("--input_format", "--output_as"). Returns "" for non-flags.
+var flagShape = regexp.MustCompile(`^--?[A-Za-z][A-Za-z0-9_-]*`)
+
+// normalizeFlag extracts the canonical flag token from tok, or "" if tok is not
+// a real flag (e.g. a shell-string fragment like "-草稿'").
+func normalizeFlag(tok string) string {
+	return flagShape.FindString(tok)
+}
+
+func isBoundary(b byte) bool {
+	switch b {
+	case ' ', '\t', '`', '(', ')', '\'', '"', '*':
+		return true
+	}
+	return false
+}

cmd/cmdexample_test.go

@@ -0,0 +1,113 @@
+// Copyright (c) 2026 Lark Technologies Pte. Ltd.
+// SPDX-License-Identifier: MIT
+
+// This file and its cmdexample_*_test.go siblings implement a test-only check:
+// the example commands embedded in shortcut definitions (the "Example: lark-cli
+// ..." lines in each shortcut's Tips, shown in --help) must match the real
+// command tree. It lives entirely in _test.go files (package cmd_test) so it
+// ships in no binary and is not importable by product code; the truth source is
+// cmd.Build, the same tree the binary uses, so the check cannot drift.
+//
+// It runs in the standard unit-test CI job (go test ./cmd/...). A mismatch — an
+// example using a renamed command or an unaccepted flag — fails that job.
+
+package cmd_test
+
+import (
+	"context"
+	"sort"
+	"strings"
+	"testing"
+
+	"github.com/larksuite/cli/cmd"
+	"github.com/larksuite/cli/internal/cmdutil"
+	"github.com/larksuite/cli/shortcuts"
+	"github.com/spf13/cobra"
+	"github.com/spf13/pflag"
+)
+
+// TestShortcutExampleCommands checks the example commands embedded in every
+// shortcut's Tips against the live command tree. A shortcut that defines no
+// example is simply skipped.
+//
+// Because the examples and the command definitions live in the same Go code,
+// this is a self-consistency check: any mismatch (an example using a renamed
+// command or a flag the command doesn't accept) is a bug to fix at the source.
+// It runs over all shortcuts — no baseline, no diff — since a wrong example is
+// always a defect, never acceptable "pre-existing drift".
+func TestShortcutExampleCommands(t *testing.T) {
+	// Reproducibility: use the embedded API metadata (not a developer's stale
+	// ~/.lark-cli remote cache, which can miss commands) and an empty config
+	// dir so local strict mode / plugins / policy cannot reshape the tree.
+	// t.Setenv auto-restores after the test, so other cmd tests are unaffected.
+	t.Setenv("LARKSUITE_CLI_REMOTE_META", "off")
+	t.Setenv("LARKSUITE_CLI_CONFIG_DIR", t.TempDir())
+
+	cat := buildCmdExampleCatalog()
+
+	type located struct {
+		shortcut string
+		f        finding
+	}
+	var findings []located
+	for _, sc := range shortcuts.AllShortcuts() {
+		var refs []ref
+		for _, tip := range sc.Tips {
+			refs = append(refs, parseRefs(tip)...)
+		}
+		label := strings.TrimSpace(sc.Service + " " + sc.Command)
+		for _, f := range checkRefs(cat, refs) {
+			findings = append(findings, located{shortcut: label, f: f})
+		}
+	}
+
+	if len(findings) == 0 {
+		return
+	}
+	sort.Slice(findings, func(i, j int) bool { return findings[i].shortcut < findings[j].shortcut })
+	for _, lf := range findings {
+		hint := ""
+		if lf.f.suggest != "" {
+			hint = "  (did you mean " + lf.f.suggest + "?)"
+		}
+		if lf.f.kind == unknownFlag {
+			t.Errorf("shortcut %q example uses unknown flag %s on %q%s\n      %s",
+				lf.shortcut, lf.f.flag, lf.f.path, hint, strings.TrimSpace(lf.f.raw))
+		} else {
+			t.Errorf("shortcut %q example uses unknown command %q%s\n      %s",
+				lf.shortcut, lf.f.path, hint, strings.TrimSpace(lf.f.raw))
+		}
+	}
+	t.Fatalf("%d shortcut example command(s) don't match the real CLI — "+
+		"fix the Example in the shortcut definition.", len(findings))
+}
+
+// buildCmdExampleCatalog walks the live cobra command tree and records every
+// command path (minus the "lark-cli" root prefix) with its accepted flags and
+// whether it is a parent group. This is the same Build() the binary uses, so
+// the catalog can never drift from the real commands.
+func buildCmdExampleCatalog() *catalog {
+	root := cmd.Build(context.Background(), cmdutil.InvocationContext{})
+	cat := newCatalog()
+	var walk func(c *cobra.Command)
+	walk = func(c *cobra.Command) {
+		path := strings.TrimSpace(strings.TrimPrefix(c.CommandPath(), "lark-cli"))
+		var flags []string
+		add := func(fl *pflag.Flag) {
+			flags = append(flags, "--"+fl.Name)
+			if fl.Shorthand != "" {
+				flags = append(flags, "-"+fl.Shorthand)
+			}
+		}
+		c.Flags().VisitAll(add)
+		c.InheritedFlags().VisitAll(add)
+		c.PersistentFlags().VisitAll(add) // root's own persistent flags (e.g. --profile)
+		cat.addCommand(path, flags)
+		cat.setGroup(path, c.HasSubCommands())
+		for _, sub := range c.Commands() {
+			walk(sub)
+		}
+	}
+	walk(root)
+	return cat
+}

cmd/cmdexample_units_test.go

@@ -0,0 +1,233 @@
+// Copyright (c) 2026 Lark Technologies Pte. Ltd.
+// SPDX-License-Identifier: MIT
+
+package cmd_test
+
+import (
+	"strings"
+	"testing"
+)
+
+func testCatalog() *catalog {
+	c := newCatalog()
+	c.addCommand("", []string{"--profile"}) // root
+	c.setGroup("", true)
+	c.addCommand("contact", []string{"--profile"})
+	c.setGroup("contact", true)
+	c.addCommand("contact +search-user", []string{"--query", "--as", "--format", "-q"})
+	c.addCommand("api", []string{"--params", "--data", "--as"}) // leaf (no subcommands)
+	c.addCommand("mail", nil)
+	c.setGroup("mail", true)
+	c.addCommand("mail user_mailbox.messages", []string{"--profile"})
+	c.setGroup("mail user_mailbox.messages", true)
+	c.addCommand("mail user_mailbox.messages batch_modify", []string{"--params", "--data"})
+	return c
+}
+
+func TestCmdExampleCatalogHasCommandAndFlag(t *testing.T) {
+	c := testCatalog()
+	if !c.hasCommand("contact +search-user") {
+		t.Fatal("expected contact +search-user to exist")
+	}
+	if c.hasCommand("contact +nope") {
+		t.Fatal("did not expect contact +nope")
+	}
+	if !c.hasFlag("contact +search-user", "--query") {
+		t.Fatal("--query should be valid")
+	}
+	if c.hasFlag("contact +search-user", "--nope") {
+		t.Fatal("--nope should be invalid")
+	}
+	// universal flags pass on any command
+	for _, f := range []string{"--help", "-h", "--version"} {
+		if !c.hasFlag("contact +search-user", f) {
+			t.Fatalf("universal flag %s should pass", f)
+		}
+	}
+}
+
+func TestCmdExampleLongestPrefix(t *testing.T) {
+	c := testCatalog()
+	tests := []struct {
+		words  []string
+		want   string
+		wantN  int
+		wantOK bool
+	}{
+		{[]string{"contact", "+search-user"}, "contact +search-user", 2, true},
+		{[]string{"api", "GET", "/open-apis/x"}, "api", 1, true}, // trailing positionals
+		{[]string{"nope"}, "", 0, false},
+		{nil, "", 0, true}, // empty -> root
+	}
+	for _, tt := range tests {
+		got, n, ok := c.longestPrefix(tt.words)
+		if got != tt.want || n != tt.wantN || ok != tt.wantOK {
+			t.Errorf("longestPrefix(%v) = (%q,%d,%v), want (%q,%d,%v)",
+				tt.words, got, n, ok, tt.want, tt.wantN, tt.wantOK)
+		}
+	}
+}
+
+func refWordsOf(refs []ref) [][]string {
+	var out [][]string
+	for _, r := range refs {
+		out = append(out, r.words)
+	}
+	return out
+}
+
+func TestCmdExampleParseRefsExtractsCommands(t *testing.T) {
+	content := strings.Join([]string{
+		"运行 `lark-cli contact +search-user --query 张三` 搜索", // inline code
+		"```bash",
+		"lark-cli api GET /open-apis/x --params '{}'", // bash block
+		"```",
+		"用 lark-cli mail user_mailbox.messages batch_modify 即可", // bare prose command
+		"npx foo | lark-cli api GET /y",                         // after a pipe
+	}, "\n")
+	refs := parseRefs(content)
+	if len(refs) != 4 {
+		t.Fatalf("expected 4 refs, got %d: %v", len(refs), refWordsOf(refs))
+	}
+	if got := refs[0]; strings.Join(got.words, " ") != "contact +search-user" ||
+		len(got.flags) != 1 || got.flags[0] != "--query" {
+		t.Errorf("ref0 = %+v", got)
+	}
+	if got := refs[1]; strings.Join(got.words, " ") != "api GET /open-apis/x" {
+		t.Errorf("ref1 words = %v", got.words)
+	}
+}
+
+func TestCmdExampleParseRefsFiltersPlaceholdersAndProse(t *testing.T) {
+	// A line whose first word is prose yields no command at all.
+	if refs := parseRefs("lark-cli 就能搞定这件事"); len(refs) != 0 {
+		t.Errorf("prose-first line should yield 0 refs, got %v", refWordsOf(refs))
+	}
+	// Syntax templates / trailing prose may leave a real leading word ("mail"),
+	// but no placeholder or CJK token may leak into the command words — that is
+	// what prevents false positives like an "<resource>" unknown-command report.
+	for _, line := range []string{
+		"lark-cli mail <resource> <method> [flags]",
+		"lark-cli apps +<verb> [flags]",
+		"lark-cli base +...",
+		"lark-cli mail 写信场景下的格式说明",
+	} {
+		for _, r := range parseRefs(line) {
+			for _, w := range r.words {
+				if isPlaceholderOrProse(w) {
+					t.Errorf("%q: placeholder/prose token %q leaked into words %v", line, w, r.words)
+				}
+			}
+		}
+	}
+}
+
+func TestCmdExampleParseRefsStripsTrailingJunk(t *testing.T) {
+	// frontmatter-style quoted value: the trailing quote must not bleed into the flag
+	refs := parseRefs(`cliHelp: "lark-cli contact --help"`)
+	if len(refs) != 1 {
+		t.Fatalf("expected 1 ref, got %d", len(refs))
+	}
+	if len(refs[0].flags) != 1 || refs[0].flags[0] != "--help" {
+		t.Errorf("expected flag --help, got %v", refs[0].flags)
+	}
+	// bare "-" (stdin marker) and "=value" suffix
+	refs = parseRefs("lark-cli api GET /x --params={} --data -")
+	if len(refs) != 1 {
+		t.Fatalf("expected 1 ref, got %d", len(refs))
+	}
+	flags := strings.Join(refs[0].flags, " ")
+	if flags != "--params --data" {
+		t.Errorf("expected '--params --data', got %q", flags)
+	}
+}
+
+func TestCmdExampleCheck(t *testing.T) {
+	c := testCatalog()
+	tests := []struct {
+		name     string
+		r        ref
+		wantKind string // "" = no finding
+		wantPath string
+	}{
+		{"valid shortcut", ref{words: []string{"contact", "+search-user"}, flags: []string{"--query"}}, "", ""},
+		{"valid leaf positional", ref{words: []string{"api", "GET", "/x"}}, "", ""},
+		{"unknown top command", ref{words: []string{"nope"}}, unknownCommand, "nope"},
+		{"group leftover = unknown subcommand",
+			ref{words: []string{"mail", "user_mailbox.messages", "batch_modify_message"}},
+			unknownCommand, "mail user_mailbox.messages batch_modify_message"},
+		{"unknown flag", ref{words: []string{"contact", "+search-user"}, flags: []string{"--nope"}}, unknownFlag, "contact +search-user"},
+		{"universal flag ok", ref{words: []string{"contact", "+search-user"}, flags: []string{"--help"}}, "", ""},
+	}
+	for _, tt := range tests {
+		t.Run(tt.name, func(t *testing.T) {
+			fs := checkRefs(c, []ref{tt.r})
+			if tt.wantKind == "" {
+				if len(fs) != 0 {
+					t.Fatalf("expected no finding, got %+v", fs)
+				}
+				return
+			}
+			if len(fs) != 1 {
+				t.Fatalf("expected 1 finding, got %d: %+v", len(fs), fs)
+			}
+			if fs[0].kind != tt.wantKind || fs[0].path != tt.wantPath {
+				t.Errorf("got kind=%s path=%q, want kind=%s path=%q", fs[0].kind, fs[0].path, tt.wantKind, tt.wantPath)
+			}
+		})
+	}
+}
+
+func TestCmdExampleCheckSuggestsNearest(t *testing.T) {
+	c := testCatalog()
+	fs := checkRefs(c, []ref{{words: []string{"mail", "user_mailbox.messages", "batch_modify_message"}}})
+	if len(fs) != 1 || fs[0].suggest != "mail user_mailbox.messages batch_modify" {
+		t.Fatalf("expected suggestion 'mail user_mailbox.messages batch_modify', got %+v", fs)
+	}
+}
+
+// TestCmdExampleParseRefsRobustness covers the parser edge cases hardened after
+// review: backslash continuation, underscore flags, $(...) substitution, glued
+// separators, trailing punctuation, and the "..." placeholder.
+func TestCmdExampleParseRefsRobustness(t *testing.T) {
+	cases := []struct {
+		name, content, wantWords, wantFlags string
+		wantRefs                            int
+	}{
+		{"backslash continuation joins flags",
+			"lark-cli contact +search-user \\\n  --query foo \\\n  --as user",
+			"contact +search-user", "--query --as", 1},
+		{"underscore flag not truncated",
+			"lark-cli whiteboard +update --input_format mermaid",
+			"whiteboard +update", "--input_format", 1},
+		{"command-substitution flags ignored",
+			`lark-cli slides x create --data "$(jq -n --arg c '{}')" --as user`,
+			"slides x create", "--data --as", 1},
+		{"glued separator truncates",
+			"lark-cli auth login; echo done",
+			"auth login", "", 1},
+		{"trailing CJK punctuation stripped",
+			"用 lark-cli auth login。",
+			"auth login", "", 1},
+		{"ellipsis placeholder stays placeholder",
+			"lark-cli base +...",
+			"base", "", 1},
+	}
+	for _, tt := range cases {
+		t.Run(tt.name, func(t *testing.T) {
+			refs := parseRefs(tt.content)
+			if len(refs) != tt.wantRefs {
+				t.Fatalf("refs=%d want %d: %v", len(refs), tt.wantRefs, refWordsOf(refs))
+			}
+			if tt.wantRefs == 0 {
+				return
+			}
+			if got := strings.Join(refs[0].words, " "); got != tt.wantWords {
+				t.Errorf("words=%q want %q", got, tt.wantWords)
+			}
+			if got := strings.Join(refs[0].flags, " "); got != tt.wantFlags {
+				t.Errorf("flags=%q want %q", got, tt.wantFlags)
+			}
+		})
+	}
+}

skills/lark-sheets/SKILL.md

@@ -1,7 +1,7 @@
 ---
 name: lark-sheets
 version: 2.0.0
-description: "飞书电子表格：创建和操作电子表格。支持创建表格、管理工作表与行列结构（增删/合并/调整尺寸/隐藏/冻结）、读写单元格（值/公式/样式/批注/单元格图片）、查找替换、多操作原子批量更新，以及图表、透视表、条件格式、筛选器、迷你图、浮动图片等对象的创建与维护。当用户需要创建电子表格、管理工作表、批量读写或编辑数据、统计汇总与可视化、表格美化、公式计算（含 Excel 公式迁移）等任务时使用。若用户是想按名称或关键词搜索云空间（云盘/云存储）里的表格文件，请改用 lark-drive 的 drive +search 先定位资源。当用户给出 doubao.com 的 /sheets/ URL/token 时，也应直接使用本 skill，不要因为域名不是飞书而回退到 WebFetch；路由依据是 URL 路径模式和 token，而不是域名。仅针对飞书在线电子表格，不适用于本地 Excel 文件。"
+description: "飞书电子表格：创建和操作电子表格。支持管理工作表结构、读写单元格数据与样式，以及图表、透视表、条件格式、筛选器、迷你图、浮动图片等对象。当用户需要创建电子表格、管理工作表、批量读写或编辑数据、统计汇总与可视化、表格美化、公式计算（含 Excel 公式迁移）等任务时使用。若用户是想按名称或关键词搜索表格文件，请改用 lark-drive 先定位资源。当用户给出 doubao.com 的 /sheets/ URL/token 时，也应直接使用本 skill；路由依据是 URL 路径模式和 token，而不是域名。仅针对飞书在线电子表格，不适用于本地 Excel 文件。"
 metadata:
   requires:
     bins: ["lark-cli"]
@@ -13,6 +13,8 @@ metadata:
 
 **CRITICAL — 开始前 MUST 先用 Read 工具读取 [`../lark-shared/SKILL.md`](../lark-shared/SKILL.md)，其中包含认证、权限处理。**
 
+**身份：电子表格通常属于用户云空间资源，优先使用 `--as user`。首次使用前执行 `lark-cli auth login`。**
+
 ## 术语约定
 
 下列词在本 skill 各文档中可能交替出现，但**指同一对象**；解析用户口语时按此映射，不要当成不同概念：
@@ -34,7 +36,7 @@ metadata:
 
 ## 场景 → 命令速查（拿不准命令名先查这里，别按直觉拼）
 
-把高频意图映射到**真实存在**的 shortcut / flag。agent 常从 Excel / Google Sheets / 飞书 OpenAPI 误迁移命令名或 flag，先对照本表，避免一次必然失败的试错。完整 shortcut 见各工具参考。
+把高频意图映射到**真实存在**的 shortcut / flag。先对照本表，避免按直觉拼不存在的命令名或 flag。
 
 | 你要做的事 | ✅ 正确写法 | ❌ 不存在（会被 cobra 拒） |
 | --- | --- | --- |
@@ -57,7 +59,7 @@ metadata:
 
 ## References
 
-本 skill 的 reference 分两组：先读**通用方法与规范**（横切所有任务的工作流、铁律、样式、公式规则，不含具体 shortcut），它们规定了"怎么做对"；再按操作对象进入**工具参考**查具体 shortcut 与调用细节。编辑类任务务必先过一遍通用方法与规范，其中的铁律对所有工具参考一律生效。
+本 skill 的 reference 分两组：先读**通用方法与规范**，再按操作对象进入**工具参考**查具体 shortcut 与调用细节。
 
 ### 通用方法与规范（先读，横切所有任务，不含具体 shortcut）
 
@@ -101,7 +103,7 @@ metadata:
 
 1. **spreadsheet 定位（必填）**：`--url` 与 `--spreadsheet-token` 二选一，**必须给其中之一**。两个都不给 → 校验报错 `specify at least one of --url or --spreadsheet-token`；两个都给 → 互斥冲突。
    - **`--url` 只解析 `/sheets/` 与 `/spreadsheets/` 两种链接**（从路径里抽出 token；也可以直接把裸 token 传给 `--spreadsheet-token`）。其它形态的链接不会被解析成表格 token。
-   - ⚠️ **`/wiki/` 知识库链接不能直接当表格定位用**：wiki 链接背后可能是电子表格，也可能是文档 / 多维表格等其它类型，`--url` **不会**自动把 wiki token 解析成 spreadsheet token，直接传会失败。必须先把它解析成真实文档 token —— `lark-cli wiki +node-get --node-token "<wiki 链接或 token>"`，确认返回的 `obj_type` 为 `sheet` 后，取其 `obj_token` 作为 `--spreadsheet-token` 传入（解析细节见 [`../lark-wiki/SKILL.md`](../lark-wiki/SKILL.md)）。
+   - ⚠️ **`/wiki/` 知识库链接不能直接当表格定位用**：先用 `lark-cli drive +inspect --url "<wiki_url>"` 自动解包；当返回 `type=sheet` 时，用 `token` 作为 `--spreadsheet-token`。手动方式见 [`../lark-wiki/SKILL.md`](../lark-wiki/SKILL.md)。
    - **例外**：`+workbook-create` 是新建一个还不存在的表格，**不接受任何 spreadsheet / sheet 定位 flag**（只有 `--title` / `--folder-token` / `--headers` / `--values`）。
 2. **sheet 定位（公共四件套 shortcut 必填）**：`--sheet-id` 与 `--sheet-name` 二选一，**必须给其中之一**。两个都不给 → 校验报错 `specify at least one of --sheet-id or --sheet-name`。
    - ⚠️ **不确定 sheet 名时禁止直接猜 `Sheet1`**：除非用户对话明确说出 sheet 名 / id，或上下文（之前的工具调用 / URL 锚点 `?sheet=xxx`）已经出现过具体值，否则**第一步先调 `+workbook-info --url "..."`**（或 `--spreadsheet-token`）拿 `sheets[].sheet_id` / `sheets[].title` 列表再选。中文环境下子表常叫"数据" / "Sheet"（无数字）/ "工作表 1" / 业务名，猜 `Sheet1` 大概率撞 `sheet not found`，比先查多耗一次失败调用 + 重试。
@@ -135,13 +137,6 @@ lark-cli sheets <shortcut> <workbook 定位> <sheet 定位> <其它 flag>
 | `--print-schema` | bool | 否 | 本地打印复合 JSON flag 的 JSON Schema 并退出，不发起任何调用、不需要其它 required flag。与 `--flag-name <name>` 搭配指定要查哪个 flag；省略 `--flag-name` 时列出该 shortcut 所有可查询的 flag。**仅在 shortcut 含复合 JSON flag 时有效**——判断方法：该 shortcut 的 Flags 表里出现类型标注为「复合 JSON」的 flag（如 `--cells` / `--properties` / `--operations` / `--border-styles` / `--sort-keys` / `--options`）即支持；纯标量 flag 的 shortcut 不支持。 |
 | `--flag-name` | string | 否 | 配合 `--print-schema` 使用，指定要打印 JSON Schema 的 flag 名（不带 `--` 前缀，如 `cells` / `properties` / `operations`）。 |
 
-**Agent 使用提示**：写复合 JSON flag（`--cells` / `--properties` / `--operations` / `--border-styles` / `--sort-keys` / `--options` 等）时，如果对结构不确定，先跑 `lark-cli sheets <shortcut> --print-schema --flag-name <name>` 把完整 JSON Schema 读出来再构造 payload，比靠 reference 的速查表更精确，也避免因为字段拼写或缺失被服务端拒绝。reference 的 `## Schemas` 段只给一层结构，深层只能靠 `--print-schema` 或 `## Examples` 的真实示例。
-
-### flag 内容类型与输出约定（术语速记）
-
-- flag 表里 JSON 类入参标三类：**复合 JSON** = 深层嵌套对象（用 `--print-schema` 取完整结构）；**简单 JSON** = 一维 / 二维标量数组（如 `["sheet1!A1:B2",...]` / `[["alice",95]]`，结构简单无需 print-schema）；**非 JSON 文本** = 原样文本（如 CSV）。`--print-schema` 只对**复合 JSON** flag 有效（同一 shortcut 的简单 JSON flag 如 `--colors` 不在此列）。
-- **envelope**：所有 shortcut 返回统一外层结构 `{ok, identity, data, ...}`。正文里 `envelope.data` 指业务数据层（如 `+csv-get` 的 `annotated_csv`）；写操作不会自动回读，如需校验请自行调用对应的 `+*-list` / `+*-get` / `+cells-get`。
-
 ## 复合 JSON / 大入参：优先 stdin
 
 flag 帮助里标注支持 **Stdin** 的入参，当 payload 较大、含换行 / 引号等特殊字符，或已经落在某个文件里时，优先用 stdin（`-`）传入，避免命令行超长与 shell 转义问题。
@@ -154,3 +149,9 @@ lark-cli sheets +cells-set --url "..." --sheet-name "Sheet1" --range "A1:B2" --c
 ```
 
 **`@file` 接绝对路径会被拒，且被拒后不要照报错提示做。** `@file` 出于安全只接受 cwd 下的相对路径，传 cwd 之外的绝对路径会被拒。此时报错会建议"先 cd 到目标目录，或改用相对路径"——**两条都不要照做**：cd 过去、或把临时文件写进用户项目目录，都会污染工作目录。正解是改用 stdin（`--<flag> - < 文件`）。
+
+## 不在本 skill 范围
+
+- 搜索云空间里的表格文件：切到 [`lark-drive`](../lark-drive/SKILL.md)
+- 评论、权限和通用 Drive 操作：切到 [`lark-drive`](../lark-drive/SKILL.md)
+- 多维表格 / Base 操作：切到 [`lark-base`](../lark-base/SKILL.md)