quietlight/skraak_mcp - Change DBOROCRFD6A5SJBMFYFEJI5S5M77X4EFEK6KDQWA5QDMQJKIHRWQC

first step tui, glm has neswork issues, kimi finishing off

Created by quietlight on February 26, 2026

DBOROCRFD6A5SJBMFYFEJI5S5M77X4EFEK6KDQWA5QDMQJKIHRWQC

Dependencies

In channels

main

Change contents

File addition: data_file_test.go (----------)

[3.1]

package utils
import (
	"os"
	"testing"
)
func TestDataFileParse(t *testing.T) {
	// Create a test .data file
	content := `[
		{"Operator": "Auto", "Reviewer": null, "Duration": 60.0},
		[10.0, 20.0, 0, 0, [{"species": "Kiwi", "certainty": 70, "filter": "test-filter"}]],
		[30.0, 40.0, 1000, 5000, [{"species": "Morepork", "certainty": 80, "filter": "M"}]]
	]`
	tmpfile, err := os.CreateTemp("", "test*.data")
	if err != nil {
		t.Fatal(err)
	}
	defer os.Remove(tmpfile.Name())
	if _, err := tmpfile.Write([]byte(content)); err != nil {
		t.Fatal(err)
	}
	tmpfile.Close()
	// Parse
	df, err := ParseDataFile(tmpfile.Name())
	if err != nil {
		t.Fatal(err)
	}
	// Check metadata
	if df.Meta.Operator != "Auto" {
		t.Errorf("expected Operator=Auto, got %s", df.Meta.Operator)
	}
	if df.Meta.Duration != 60.0 {
		t.Errorf("expected Duration=60.0, got %f", df.Meta.Duration)
	}
	// Check segments
	if len(df.Segments) != 2 {
		t.Errorf("expected 2 segments, got %d", len(df.Segments))
	}
	// Check first segment (sorted by start time)
	if df.Segments[0].StartTime != 10.0 {
		t.Errorf("expected StartTime=10.0, got %f", df.Segments[0].StartTime)
	}
	if df.Segments[0].EndTime != 20.0 {
		t.Errorf("expected EndTime=20.0, got %f", df.Segments[0].EndTime)
	}
	// Check labels
	if len(df.Segments[0].Labels) != 1 {
		t.Errorf("expected 1 label, got %d", len(df.Segments[0].Labels))
	}
	if df.Segments[0].Labels[0].Species != "Kiwi" {
		t.Errorf("expected Species=Kiwi, got %s", df.Segments[0].Labels[0].Species)
	}
	if df.Segments[0].Labels[0].Certainty != 70 {
		t.Errorf("expected Certainty=70, got %d", df.Segments[0].Labels[0].Certainty)
	}
}
func TestDataFileWrite(t *testing.T) {
	df := &DataFile{
		FilePath: "",
		Meta: &DataMeta{
			Operator: "Test",
			Reviewer: "David",
			Duration: 120.0,
		},
		Segments: []*Segment{
			{
				StartTime: 5.0,
				EndTime:   15.0,
				FreqLow:   0,
				FreqHigh:  0,
				Labels: []*Label{
					{Species: "Kiwi", Certainty: 100, Filter: "test"},
				},
			},
		},
	}
	tmpfile, err := os.CreateTemp("", "test*.data")
	if err != nil {
		t.Fatal(err)
	}
	tmpfile.Close()
	defer os.Remove(tmpfile.Name())
	// Write
	if err := df.Write(tmpfile.Name()); err != nil {
		t.Fatal(err)
	}
	// Re-parse and verify
	df2, err := ParseDataFile(tmpfile.Name())
	if err != nil {
		t.Fatal(err)
	}
	if df2.Meta.Reviewer != "David" {
		t.Errorf("expected Reviewer=David, got %s", df2.Meta.Reviewer)
	}
	if len(df2.Segments) != 1 {
		t.Errorf("expected 1 segment, got %d", len(df2.Segments))
	}
	if df2.Segments[0].Labels[0].Species != "Kiwi" {
		t.Errorf("expected Species=Kiwi, got %s", df2.Segments[0].Labels[0].Species)
	}
}
func TestHasFilterLabel(t *testing.T) {
	seg := &Segment{
		Labels: []*Label{
			{Species: "Kiwi", Filter: "test-filter"},
			{Species: "Morepork", Filter: "M"},
		},
	}
	if !seg.HasFilterLabel("test-filter") {
		t.Error("expected HasFilterLabel(test-filter)=true")
	}
	if !seg.HasFilterLabel("M") {
		t.Error("expected HasFilterLabel(M)=true")
	}
	if seg.HasFilterLabel("other") {
		t.Error("expected HasFilterLabel(other)=false")
	}
	if !seg.HasFilterLabel("") {
		t.Error("expected HasFilterLabel('')=true (no filter)")
	}
}
func TestGetFilterLabels(t *testing.T) {
	seg := &Segment{
		Labels: []*Label{
			{Species: "Kiwi", Filter: "test-filter", Certainty: 70},
			{Species: "Morepork", Filter: "M", Certainty: 80},
			{Species: "Don't Know", Filter: "test-filter", Certainty: 0},
		},
	}
	labels := seg.GetFilterLabels("test-filter")
	if len(labels) != 2 {
		t.Errorf("expected 2 labels, got %d", len(labels))
	}
	labels = seg.GetFilterLabels("")
	if len(labels) != 3 {
		t.Errorf("expected 3 labels (no filter), got %d", len(labels))
	}
}

File addition: data_file.go (----------)

[3.1]

package utils
import (
	"encoding/json"
	"fmt"
	"os"
	"sort"
	"strings"
)
// DataFile represents an AviaNZ .data file
type DataFile struct {
	Meta     *DataMeta
	Segments []*Segment
	FilePath string
}
// DataMeta contains metadata for a .data file
type DataMeta struct {
	Operator string
	Reviewer string
	Duration float64
	Extra    map[string]any // preserve unknown fields
}
// Segment represents a detection segment
type Segment struct {
	StartTime float64
	EndTime   float64
	FreqLow   float64
	FreqHigh  float64
	Labels    []*Label
}
// Label represents a species label within a segment
type Label struct {
	Species   string
	Certainty int
	Filter    string
	CallType  string
	Extra     map[string]any // preserve unknown fields
}
// ParseDataFile reads and parses a .data file
func ParseDataFile(path string) (*DataFile, error) {
	data, err := os.ReadFile(path)
	if err != nil {
		return nil, err
	}
	var raw []json.RawMessage
	if err := json.Unmarshal(data, &raw); err != nil {
		return nil, fmt.Errorf("parse JSON: %w", err)
	}
	if len(raw) == 0 {
		return nil, fmt.Errorf("empty .data file")
	}
	df := &DataFile{
		FilePath: path,
		Segments: make([]*Segment, 0, len(raw)-1),
	}
	// Parse metadata (first element)
	df.Meta = parseMeta(raw[0])
	// Parse segments
	for i := 1; i < len(raw); i++ {
		seg, err := parseSegment(raw[i])
		if err != nil {
			continue // skip invalid segments
		}
		df.Segments = append(df.Segments, seg)
	}
	// Sort segments by start time
	sort.Slice(df.Segments, func(i, j int) bool {
		return df.Segments[i].StartTime < df.Segments[j].StartTime
	})
	return df, nil
}
// parseMeta parses the metadata object
func parseMeta(raw json.RawMessage) *DataMeta {
	var obj map[string]any
	if err := json.Unmarshal(raw, &obj); err != nil {
		return &DataMeta{}
	}
	meta := &DataMeta{Extra: make(map[string]any)}
	if v, ok := obj["Operator"].(string); ok {
		meta.Operator = v
		delete(obj, "Operator")
	}
	if v, ok := obj["Reviewer"].(string); ok {
		meta.Reviewer = v
		delete(obj, "Reviewer")
	}
	if v, ok := obj["Duration"].(float64); ok {
		meta.Duration = v
		delete(obj, "Duration")
	}
	// Store remaining fields
	for k, v := range obj {
		meta.Extra[k] = v
	}
	return meta
}
// parseSegment parses a segment array
func parseSegment(raw json.RawMessage) (*Segment, error) {
	var arr []json.RawMessage
	if err := json.Unmarshal(raw, &arr); err != nil {
		return nil, err
	}
	if len(arr) < 5 {
		return nil, fmt.Errorf("segment too short")
	}
	seg := &Segment{}
	// Parse time and frequency
	if v, err := parseFloat(arr[0]); err == nil {
		seg.StartTime = v
	}
	if v, err := parseFloat(arr[1]); err == nil {
		seg.EndTime = v
	}
	if v, err := parseFloat(arr[2]); err == nil {
		seg.FreqLow = v
	}
	if v, err := parseFloat(arr[3]); err == nil {
		seg.FreqHigh = v
	}
	// Parse labels
	var labelArr []json.RawMessage
	if err := json.Unmarshal(arr[4], &labelArr); err == nil {
		for _, labelRaw := range labelArr {
			if label := parseLabel(labelRaw); label != nil {
				seg.Labels = append(seg.Labels, label)
			}
		}
	}
	// Sort labels alphabetically by species
	sort.Slice(seg.Labels, func(i, j int) bool {
		return seg.Labels[i].Species < seg.Labels[j].Species
	})
	return seg, nil
}
// parseLabel parses a label object
func parseLabel(raw json.RawMessage) *Label {
	var obj map[string]any
	if err := json.Unmarshal(raw, &obj); err != nil {
		return nil
	}
	label := &Label{Extra: make(map[string]any)}
	if v, ok := obj["species"].(string); ok {
		label.Species = v
		delete(obj, "species")
	}
	if v, ok := obj["certainty"].(float64); ok {
		label.Certainty = int(v)
		delete(obj, "certainty")
	}
	if v, ok := obj["filter"].(string); ok {
		label.Filter = v
		delete(obj, "filter")
	}
	if v, ok := obj["calltype"].(string); ok {
		label.CallType = v
		delete(obj, "calltype")
	}
	// Store remaining fields
	for k, v := range obj {
		label.Extra[k] = v
	}
	return label
}
// parseFloat extracts a float from JSON
func parseFloat(raw json.RawMessage) (float64, error) {
	var v float64
	err := json.Unmarshal(raw, &v)
	return v, err
}
// WriteDataFile writes a DataFile back to disk
func (df *DataFile) Write(path string) error {
	var raw []any
	// Build metadata
	meta := make(map[string]any)
	if df.Meta.Operator != "" {
		meta["Operator"] = df.Meta.Operator
	}
	if df.Meta.Reviewer != "" {
		meta["Reviewer"] = df.Meta.Reviewer
	}
	if df.Meta.Duration > 0 {
		meta["Duration"] = df.Meta.Duration
	}
	for k, v := range df.Meta.Extra {
		meta[k] = v
	}
	raw = append(raw, meta)
	// Build segments
	for _, seg := range df.Segments {
		labels := make([]any, 0, len(seg.Labels))
		for _, label := range seg.Labels {
			l := make(map[string]any)
			l["species"] = label.Species
			l["certainty"] = label.Certainty
			if label.Filter != "" {
				l["filter"] = label.Filter
			}
			if label.CallType != "" {
				l["calltype"] = label.CallType
			}
			for k, v := range label.Extra {
				l[k] = v
			}
			labels = append(labels, l)
		}
		segArr := []any{
			seg.StartTime,
			seg.EndTime,
			seg.FreqLow,
			seg.FreqHigh,
			labels,
		}
		raw = append(raw, segArr)
	}
	data, err := json.MarshalIndent(raw, "", "  ")
	if err != nil {
		return err
	}
	return os.WriteFile(path, data, 0644)
}
// HasFilterLabel returns true if segment has a label matching the filter
func (s *Segment) HasFilterLabel(filter string) bool {
	if filter == "" {
		return true
	}
	for _, label := range s.Labels {
		if label.Filter == filter {
			return true
		}
	}
	return false
}
// GetFilterLabels returns labels matching the filter
func (s *Segment) GetFilterLabels(filter string) []*Label {
	var result []*Label
	for _, label := range s.Labels {
		if filter == "" || label.Filter == filter {
			result = append(result, label)
		}
	}
	return result
}
// FindDataFiles finds all .data files in a folder
func FindDataFiles(folder string) ([]string, error) {
	var files []string
	entries, err := os.ReadDir(folder)
	if err != nil {
		return nil, err
	}
	for _, entry := range entries {
		name := entry.Name()
		if strings.HasSuffix(name, ".data") {
			files = append(files, folder+"/"+name)
		}
	}
	return files, nil
}

File addition: tui (d--x------)
[4.1]

File addition: classify.go (----------)

[0.9961]

package tui
import (
	"fmt"
	"strings"
	"time"
	tea "github.com/charmbracelet/bubbletea"
	"github.com/charmbracelet/lipgloss"
	"skraak/tools"
	"skraak/utils"
)
// Styles
var (
	titleStyle = lipgloss.NewStyle().
			Bold(true).
			Foreground(lipgloss.Color("15")).
			Background(lipgloss.Color("62")).
			Padding(0, 1)
	labelStyle = lipgloss.NewStyle().
			Foreground(lipgloss.Color("86"))
	keyStyle = lipgloss.NewStyle().
			Foreground(lipgloss.Color("226")).
			Bold(true)
	errorStyle = lipgloss.NewStyle().
			Foreground(lipgloss.Color("196"))
	helpStyle = lipgloss.NewStyle().
			Foreground(lipgloss.Color("241"))
)
// Messages
type keyMsg string
type tickMsg struct{}
// Model holds TUI state
type Model struct {
	state     *tools.ClassifyState
	keyBuffer string
	lastKey   time.Time
	err       string
	quitting  bool
}
// New creates a new TUI model
func New(state *tools.ClassifyState) Model {
	return Model{state: state}
}
// Init initializes the model
func (m Model) Init() tea.Cmd {
	return tea.Batch(
		tickCmd(),
	)
}
func tickCmd() tea.Cmd {
	return tea.Tick(100*time.Millisecond, func(time.Time) tea.Msg {
		return tickMsg{}
	})
}
// Update handles messages
func (m Model) Update(msg tea.Msg) (tea.Model, tea.Cmd) {
	switch msg := msg.(type) {
	case tea.KeyMsg:
		return m.handleKey(msg)
	case tickMsg:
		// Check for key buffer timeout
		if m.keyBuffer != "" && time.Since(m.lastKey) > time.Duration(m.state.Config.KeyDelay*float64(time.Second)) {
			// Try to parse and apply binding
			if result := m.state.ParseKeyBuffer(m.keyBuffer); result != nil {
				m.state.ApplyBinding(result)
				if err := m.state.Save(); err != nil {
					m.err = err.Error()
				}
				m.keyBuffer = ""
				m.moveToNext()
			} else {
				m.err = fmt.Sprintf("Unknown binding: %s", m.keyBuffer)
				m.keyBuffer = ""
			}
		}
		return m, tickCmd()
	}
	return m, nil
}
func (m Model) handleKey(msg tea.KeyMsg) (tea.Model, tea.Cmd) {
	// Clear error on any key
	m.err = ""
	switch msg.String() {
	case "q", "ctrl+c":
		m.quitting = true
		return m, tea.Quit
	case ",":
		// Previous segment
		m.keyBuffer = ""
		m.state.PrevSegment()
		return m, nil
	case ".":
		// Next segment (no edit)
		m.keyBuffer = ""
		m.moveToNext()
		return m, nil
	default:
		// Add to key buffer
		if len(msg.String()) == 1 && isAlphaNum(msg.String()[0]) {
			m.keyBuffer += msg.String()
			m.lastKey = time.Now()
			// If 2 chars, process immediately
			if len(m.keyBuffer) >= 2 {
				if result := m.state.ParseKeyBuffer(m.keyBuffer); result != nil {
					m.state.ApplyBinding(result)
					if err := m.state.Save(); err != nil {
						m.err = err.Error()
					}
					m.keyBuffer = ""
					m.moveToNext()
				} else {
					m.err = fmt.Sprintf("Unknown binding: %s", m.keyBuffer)
					m.keyBuffer = ""
				}
			}
			return m, tickCmd()
		}
	}
	return m, nil
}
func (m Model) moveToNext() {
	if !m.state.NextSegment() {
		m.quitting = true
	}
}
func isAlphaNum(c byte) bool {
	return (c >= 'a' && c <= 'z') || (c >= 'A' && c <= 'Z') || (c >= '0' && c <= '9')
}
// View renders the TUI
func (m Model) View() string {
	if m.quitting {
		return "\nDone!\n"
	}
	var b strings.Builder
	// Header: file info
	df := m.state.CurrentFile()
	seg := m.state.CurrentSegment()
	total := m.state.TotalSegments()
	current := m.state.CurrentSegmentNumber()
	if df == nil || seg == nil {
		return "\nNo segments to review.\n"
	}
	// Progress bar
	progress := float64(current) / float64(total)
	barWidth := 30
	filled := int(progress * float64(barWidth))
	bar := strings.Repeat("█", filled) + strings.Repeat("░", barWidth-filled)
	// Title line
	wavFile := strings.TrimSuffix(df.FilePath, ".data")
	wavFile = wavFile[strings.LastIndex(wavFile, "/")+1:]
	b.WriteString(titleStyle.Render(fmt.Sprintf(" %s [%s] %d/%d ", wavFile, bar, current, total)))
	b.WriteString("\n\n")
	// Segment info
	b.WriteString(fmt.Sprintf("Segment: %.1fs - %.1fs (%.1fs)\n",
		seg.StartTime, seg.EndTime, seg.EndTime-seg.StartTime))
	b.WriteString("\n")
	// Spectrogram placeholder (Kitty image renders separately)
	b.WriteString("  [spectrogram]\n")
	b.WriteString("\n")
	// Labels
	filterLabels := seg.GetFilterLabels(m.state.Config.Filter)
	if len(filterLabels) > 0 {
		b.WriteString(labelStyle.Render("Labels:"))
		b.WriteString("\n")
		for _, l := range filterLabels {
			b.WriteString(fmt.Sprintf("  • %s\n", tools.FormatLabels([]*utils.Label{l}, m.state.Config.Filter)))
		}
	}
	b.WriteString("\n")
	// Bindings help
	b.WriteString(helpStyle.Render("Bindings: "))
	var bindings []string
	for _, b := range m.state.Config.Bindings {
		if b.CallType != "" {
			bindings = append(bindings, fmt.Sprintf("%s=%s/%s", b.Key, b.Species, b.CallType))
		} else {
			bindings = append(bindings, fmt.Sprintf("%s=%s", b.Key, b.Species))
		}
	}
	b.WriteString(helpStyle.Render(strings.Join(bindings, "  ")))
	b.WriteString("\n")
	b.WriteString(helpStyle.Render("[q]uit  [,]prev  [.]next"))
	b.WriteString("\n\n")
	// Key buffer
	if m.keyBuffer != "" {
		b.WriteString(keyStyle.Render(fmt.Sprintf("> %s_", m.keyBuffer)))
		b.WriteString("\n")
	} else {
		b.WriteString("> _\n")
	}
	// Error
	if m.err != "" {
		b.WriteString("\n")
		b.WriteString(errorStyle.Render(m.err))
	}
	return b.String()
}

File addition: calls_classify_test.go (----------)

[3.22715]

package tools
import (
	"testing"
	"skraak/utils"
)
func TestParseKeyBuffer(t *testing.T) {
	bindings := []KeyBinding{
		{Key: "k", Species: "Kiwi"},
		{Key: "n", Species: "Don't Know"},
		{Key: "p", Species: "Morepork"},
		{Key: "d", CallType: "Duet"},
		{Key: "f", CallType: "Female"},
	}
	state := &ClassifyState{
		Config: ClassifyConfig{Bindings: bindings},
	}
	tests := []struct {
		buffer  string
		want    *BindingResult
		wantNil bool
	}{
		{"k", &BindingResult{Species: []string{"Kiwi"}}, false},
		{"n", &BindingResult{Species: []string{"Don't Know"}}, false},
		{"p", &BindingResult{Species: []string{"Morepork"}}, false},
		{"x", nil, true}, // unknown key
		{"kd", &BindingResult{Species: []string{"Kiwi"}, CallType: "Duet"}, false},
		{"kf", &BindingResult{Species: []string{"Kiwi"}, CallType: "Female"}, false},
		{"kp", &BindingResult{Species: []string{"Kiwi", "Morepork"}}, false}, // species+species
		{"dp", nil, true}, // calltype + species not allowed
		{"abc", nil, true}, // too long
	}
	for _, tt := range tests {
		got := state.ParseKeyBuffer(tt.buffer)
		if tt.wantNil {
			if got != nil {
				t.Errorf("ParseKeyBuffer(%q) = %v, want nil", tt.buffer, got)
			}
		} else {
			if got == nil {
				t.Errorf("ParseKeyBuffer(%q) = nil, want %+v", tt.buffer, tt.want)
				continue
			}
			if got.CallType != tt.want.CallType {
				t.Errorf("ParseKeyBuffer(%q).CallType = %q, want %q", tt.buffer, got.CallType, tt.want.CallType)
			}
			if len(got.Species) != len(tt.want.Species) {
				t.Errorf("ParseKeyBuffer(%q).Species = %v, want %v", tt.buffer, got.Species, tt.want.Species)
			}
		}
	}
}
func TestApplyBinding(t *testing.T) {
	bindings := []KeyBinding{
		{Key: "k", Species: "Kiwi"},
		{Key: "n", Species: "Don't Know"},
		{Key: "p", Species: "Morepork"},
	}
	df := &utils.DataFile{
		Meta: &utils.DataMeta{},
		Segments: []*utils.Segment{
			{
				StartTime: 10.0,
				EndTime:   20.0,
				Labels: []*utils.Label{
					{Species: "Unknown", Certainty: 50, Filter: "test-filter"},
				},
			},
		},
	}
	state := &ClassifyState{
		Config: ClassifyConfig{
			Filter:   "test-filter",
			Reviewer: "David",
			Bindings: bindings,
		},
		DataFiles: []*utils.DataFile{df},
		FileIdx:   0,
		SegmentIdx: 0,
	}
	// Apply "k" = Kiwi
	result := &BindingResult{Species: []string{"Kiwi"}}
	state.ApplyBinding(result)
	// Check label was updated
	if len(df.Segments[0].Labels) != 1 {
		t.Errorf("expected 1 label, got %d", len(df.Segments[0].Labels))
	}
	if df.Segments[0].Labels[0].Species != "Kiwi" {
		t.Errorf("expected Species=Kiwi, got %s", df.Segments[0].Labels[0].Species)
	}
	if df.Segments[0].Labels[0].Certainty != 100 {
		t.Errorf("expected Certainty=100, got %d", df.Segments[0].Labels[0].Certainty)
	}
	if df.Meta.Reviewer != "David" {
		t.Errorf("expected Reviewer=David, got %s", df.Meta.Reviewer)
	}
	// Apply "n" = Don't Know (certainty should be 0)
	result = &BindingResult{Species: []string{"Don't Know"}}
	state.ApplyBinding(result)
	if df.Segments[0].Labels[0].Species != "Don't Know" {
		t.Errorf("expected Species=Don't Know, got %s", df.Segments[0].Labels[0].Species)
	}
	if df.Segments[0].Labels[0].Certainty != 0 {
		t.Errorf("expected Certainty=0 for Don't Know, got %d", df.Segments[0].Labels[0].Certainty)
	}
}
func TestApplyBindingSpeciesSpecies(t *testing.T) {
	bindings := []KeyBinding{
		{Key: "k", Species: "Kiwi"},
		{Key: "p", Species: "Morepork"},
	}
	df := &utils.DataFile{
		Meta: &utils.DataMeta{},
		Segments: []*utils.Segment{
			{
				StartTime: 10.0,
				EndTime:   20.0,
				Labels: []*utils.Label{
					{Species: "Unknown", Certainty: 50, Filter: "test-filter"},
				},
			},
		},
	}
	state := &ClassifyState{
		Config: ClassifyConfig{
			Filter:   "test-filter",
			Reviewer: "David",
			Bindings: bindings,
		},
		DataFiles: []*utils.DataFile{df},
		FileIdx:   0,
		SegmentIdx: 0,
	}
	// Apply "kp" = Kiwi + Morepork (two labels)
	result := &BindingResult{Species: []string{"Kiwi", "Morepork"}}
	state.ApplyBinding(result)
	// Should have 2 labels now
	if len(df.Segments[0].Labels) != 2 {
		t.Errorf("expected 2 labels, got %d", len(df.Segments[0].Labels))
	}
	// Check both species present (sorted alphabetically)
	species := make(map[string]bool)
	for _, l := range df.Segments[0].Labels {
		species[l.Species] = true
	}
	if !species["Kiwi"] || !species["Morepork"] {
		t.Errorf("expected Kiwi and Morepork, got %v", species)
	}
}
func TestApplyBindingWithCallType(t *testing.T) {
	bindings := []KeyBinding{
		{Key: "k", Species: "Kiwi"},
		{Key: "d", CallType: "Duet"},
	}
	df := &utils.DataFile{
		Meta: &utils.DataMeta{},
		Segments: []*utils.Segment{
			{
				StartTime: 10.0,
				EndTime:   20.0,
				Labels: []*utils.Label{
					{Species: "Unknown", Certainty: 50, Filter: "test-filter"},
				},
			},
		},
	}
	state := &ClassifyState{
		Config: ClassifyConfig{
			Filter:   "test-filter",
			Reviewer: "David",
			Bindings: bindings,
		},
		DataFiles: []*utils.DataFile{df},
		FileIdx:   0,
		SegmentIdx: 0,
	}
	// Apply "kd" = Kiwi/Duet
	result := &BindingResult{Species: []string{"Kiwi"}, CallType: "Duet"}
	state.ApplyBinding(result)
	if df.Segments[0].Labels[0].CallType != "Duet" {
		t.Errorf("expected CallType=Duet, got %s", df.Segments[0].Labels[0].CallType)
	}
}

File addition: calls_classify.go (----------)

[3.22715]

package tools
import (
	"fmt"
	"sort"
	"strings"
	"skraak/utils"
)
// KeyBinding maps a key to a species/calltype
type KeyBinding struct {
	Key      string // single char: "k", "n", "p"
	Species  string // "Kiwi", "Don't Know", "Morepork"
	CallType string // "Duet", "Female", "Male" (optional)
}
// ClassifyConfig holds the configuration for classification
type ClassifyConfig struct {
	Folder   string
	File     string
	Filter   string
	Reviewer string
	KeyDelay float64
	Color    bool
	Bindings []KeyBinding
}
// ClassifyState holds the current state for TUI
type ClassifyState struct {
	Config     ClassifyConfig
	DataFiles  []*utils.DataFile
	FileIdx    int
	SegmentIdx int
	Dirty      bool
}
// BindingResult represents parsed key buffer result
type BindingResult struct {
	Species  []string // one or two species
	CallType string   // optional calltype
}
// LoadDataFiles loads all .data files for classification
func LoadDataFiles(config ClassifyConfig) (*ClassifyState, error) {
	var filePaths []string
	var err error
	if config.File != "" {
		filePaths = []string{config.File}
	} else {
		filePaths, err = utils.FindDataFiles(config.Folder)
		if err != nil {
			return nil, fmt.Errorf("find data files: %w", err)
		}
	}
	if len(filePaths) == 0 {
		return nil, fmt.Errorf("no .data files found")
	}
	// Parse all files
	dataFiles := make([]*utils.DataFile, 0, len(filePaths))
	for _, path := range filePaths {
		df, err := utils.ParseDataFile(path)
		if err != nil {
			continue // skip invalid files
		}
		dataFiles = append(dataFiles, df)
	}
	if len(dataFiles) == 0 {
		return nil, fmt.Errorf("no valid .data files")
	}
	// Sort files by name (earliest to latest by filename timestamp)
	sort.Slice(dataFiles, func(i, j int) bool {
		return dataFiles[i].FilePath < dataFiles[j].FilePath
	})
	return &ClassifyState{
		Config:    config,
		DataFiles: dataFiles,
	}, nil
}
// CurrentFile returns the current data file
func (s *ClassifyState) CurrentFile() *utils.DataFile {
	if s.FileIdx >= len(s.DataFiles) {
		return nil
	}
	return s.DataFiles[s.FileIdx]
}
// CurrentSegment returns the current segment
func (s *ClassifyState) CurrentSegment() *utils.Segment {
	df := s.CurrentFile()
	if df == nil {
		return nil
	}
	// Get segments with matching filter
	segments := s.getFilteredSegments(df)
	if s.SegmentIdx >= len(segments) {
		return nil
	}
	return segments[s.SegmentIdx]
}
// getFilteredSegments returns segments matching the filter
func (s *ClassifyState) getFilteredSegments(df *utils.DataFile) []*utils.Segment {
	if s.Config.Filter == "" {
		return df.Segments
	}
	var filtered []*utils.Segment
	for _, seg := range df.Segments {
		if seg.HasFilterLabel(s.Config.Filter) {
			filtered = append(filtered, seg)
		}
	}
	return filtered
}
// TotalSegments returns total segments to review
func (s *ClassifyState) TotalSegments() int {
	total := 0
	for _, df := range s.DataFiles {
		total += len(s.getFilteredSegments(df))
	}
	return total
}
// CurrentSegmentNumber returns 1-based segment number
func (s *ClassifyState) CurrentSegmentNumber() int {
	count := 0
	for i, df := range s.DataFiles {
		segs := s.getFilteredSegments(df)
		if i < s.FileIdx {
			count += len(segs)
		} else if i == s.FileIdx {
			count += s.SegmentIdx + 1
		} else {
			break
		}
	}
	return count
}
// NextSegment moves to the next segment, returns false if at end
func (s *ClassifyState) NextSegment() bool {
	df := s.CurrentFile()
	if df == nil {
		return false
	}
	segs := s.getFilteredSegments(df)
	if s.SegmentIdx+1 < len(segs) {
		s.SegmentIdx++
		return true
	}
	// Move to next file
	if s.FileIdx+1 < len(s.DataFiles) {
		s.FileIdx++
		s.SegmentIdx = 0
		return true
	}
	return false
}
// PrevSegment moves to the previous segment, returns false if at start
func (s *ClassifyState) PrevSegment() bool {
	if s.SegmentIdx > 0 {
		s.SegmentIdx--
		return true
	}
	// Move to previous file
	if s.FileIdx > 0 {
		s.FileIdx--
		df := s.CurrentFile()
		segs := s.getFilteredSegments(df)
		s.SegmentIdx = len(segs) - 1
		if s.SegmentIdx < 0 {
			s.SegmentIdx = 0
		}
		return true
	}
	return false
}
// ParseKeyBuffer parses accumulated keys into binding result
func (s *ClassifyState) ParseKeyBuffer(buffer string) *BindingResult {
	if len(buffer) == 0 || len(buffer) > 2 {
		return nil
	}
	// Single key binding
	if len(buffer) == 1 {
		for _, b := range s.Config.Bindings {
			if b.Key == buffer {
				return &BindingResult{
					Species:  []string{b.Species},
					CallType: b.CallType,
				}
			}
		}
		return nil
	}
	// Two keys: try species+calltype or species+species
	key1 := buffer[0:1]
	key2 := buffer[1:2]
	var binding1, binding2 *KeyBinding
	for i := range s.Config.Bindings {
		if s.Config.Bindings[i].Key == key1 {
			binding1 = &s.Config.Bindings[i]
		}
		if s.Config.Bindings[i].Key == key2 {
			binding2 = &s.Config.Bindings[i]
		}
	}
	if binding1 == nil || binding2 == nil {
		return nil
	}
	// species + calltype
	if binding2.CallType != "" {
		return &BindingResult{
			Species:  []string{binding1.Species},
			CallType: binding2.CallType,
		}
	}
	// species + species
	if binding1.CallType == "" {
		return &BindingResult{
			Species: []string{binding1.Species, binding2.Species},
		}
	}
	return nil
}
// ApplyBinding applies a binding result to the current segment
func (s *ClassifyState) ApplyBinding(result *BindingResult) {
	seg := s.CurrentSegment()
	if seg == nil {
		return
	}
	df := s.CurrentFile()
	if df == nil {
		return
	}
	// Set reviewer
	df.Meta.Reviewer = s.Config.Reviewer
	// Get labels matching filter
	filterLabels := seg.GetFilterLabels(s.Config.Filter)
	// Determine certainty: 0 for Don't Know, 100 for others
	certainty := 100
	for _, sp := range result.Species {
		if sp == "Don't Know" {
			certainty = 0
			break
		}
	}
	if len(filterLabels) == 0 {
		// No matching labels, add new ones
		for _, sp := range result.Species {
			seg.Labels = append(seg.Labels, &utils.Label{
				Species:   sp,
				Certainty: certainty,
				Filter:    s.Config.Filter,
				CallType:  result.CallType,
			})
		}
	} else {
		// Edit first matching label, remove rest
		filterLabels[0].Species = result.Species[0]
		filterLabels[0].Certainty = certainty
		if result.CallType != "" {
			filterLabels[0].CallType = result.CallType
		}
		// If two species, add second label
		if len(result.Species) > 1 {
			seg.Labels = append(seg.Labels, &utils.Label{
				Species:   result.Species[1],
				Certainty: certainty,
				Filter:    s.Config.Filter,
			})
		}
		// Remove extra matching labels
		if len(filterLabels) > 1 {
			// Build new labels list
			var newLabels []*utils.Label
			for _, l := range seg.Labels {
				keep := true
				for _, fl := range filterLabels[1:] {
					if l == fl {
						keep = false
						break
					}
				}
				if keep {
					newLabels = append(newLabels, l)
				}
			}
			seg.Labels = newLabels
		}
	}
	// Re-sort labels
	sort.Slice(seg.Labels, func(i, j int) bool {
		return seg.Labels[i].Species < seg.Labels[j].Species
	})
	s.Dirty = true
}
// Save saves the current file
func (s *ClassifyState) Save() error {
	df := s.CurrentFile()
	if df == nil {
		return nil
	}
	if !s.Dirty {
		return nil
	}
	err := df.Write(df.FilePath)
	if err != nil {
		return err
	}
	s.Dirty = false
	return nil
}
// FormatLabels formats labels for display
func FormatLabels(labels []*utils.Label, filter string) string {
	var parts []string
	for _, l := range labels {
		if filter != "" && l.Filter != filter {
			continue
		}
		part := l.Species
		if l.CallType != "" {
			part += "/" + l.CallType
		}
		part += fmt.Sprintf(" (%d%%)", l.Certainty)
		if l.Filter != "" {
			part += " [" + l.Filter + "]"
		}
		parts = append(parts, part)
	}
	return strings.Join(parts, ", ")
}

Insertion in go.sum at line 7 [3.153180]

[5.7781]

[3.153362]

github.com/aymanbagabas/go-osc52/v2 v2.0.1 h1:HwpRHbFMcZLEVr42D4p7XBqjyuxQH5SMiErDT4WkJ2k=
github.com/aymanbagabas/go-osc52/v2 v2.0.1/go.mod h1:uYgXzlJ7ZpABp8OJ+exZzJJhRNQ2ASbcXHWsFqH8hp8=

Insertion in go.sum at line 11 [3.153180]

[3.153537]

[5.7782]

github.com/charmbracelet/bubbletea v1.3.10 h1:otUDHWMMzQSB0Pkc87rm691KZ3SWa4KUlvF9nRvCICw=
github.com/charmbracelet/bubbletea v1.3.10/go.mod h1:ORQfo0fk8U+po9VaNvnV95UPWA1BitP1E0N6xJPlHr4=
github.com/charmbracelet/colorprofile v0.2.3-0.20250311203215-f60798e515dc h1:4pZI35227imm7yK2bGPcfpFEmuY1gc2YSTShr4iJBfs=
github.com/charmbracelet/colorprofile v0.2.3-0.20250311203215-f60798e515dc/go.mod h1:X4/0JoqgTIPSFcRA/P6INZzIuyqdFY5rm8tb41s9okk=
github.com/charmbracelet/lipgloss v1.1.0 h1:vYXsiLHVkK7fp74RkV7b2kq9+zDLoEU4MZoFqR/noCY=
github.com/charmbracelet/lipgloss v1.1.0/go.mod h1:/6Q8FR2o+kj8rz4Dq0zQc3vYf7X+B0binUUBwA0aL30=
github.com/charmbracelet/x/ansi v0.10.1 h1:rL3Koar5XvX0pHGfovN03f5cxLbCF2YvLeyz7D2jVDQ=
github.com/charmbracelet/x/ansi v0.10.1/go.mod h1:3RQDQ6lDnROptfpWuUVIUG64bD2g2BgntdxH0Ya5TeE=
github.com/charmbracelet/x/cellbuf v0.0.13-0.20250311204145-2c3ea96c31dd h1:vy0GVL4jeHEwG5YOXDmi86oYw2yuYUGqz6a8sLwg0X8=
github.com/charmbracelet/x/cellbuf v0.0.13-0.20250311204145-2c3ea96c31dd/go.mod h1:xe0nKWGd3eJgtqZRaN9RjMtK7xUYchjzPr7q6kcvCCs=
github.com/charmbracelet/x/term v0.2.1 h1:AQeHeLZ1OqSXhrAWpYUtZyX1T3zVxfpZuEQMIQaGIAQ=
github.com/charmbracelet/x/term v0.2.1/go.mod h1:oQ4enTYFV7QN4m0i9mzHrViD7TQKvNEEkHUMCmsxdUg=

Insertion in go.sum at line 43 [3.153180]

[3.155394]

github.com/erikgeiser/coninput v0.0.0-20211004153227-1c3628e74d0f h1:Y/CXytFA4m6baUTXGLOoWe4PQhGxaX0KpnayAqC48p4=
github.com/erikgeiser/coninput v0.0.0-20211004153227-1c3628e74d0f/go.mod h1:vw97MGsxSvLiUE2X8qFplwetxpGLQrlU1Q9AUEIzCaM=

Insertion in go.sum at line 67 [3.153180]

[3.157001]

[2.19418]

github.com/lucasb-eyer/go-colorful v1.2.0 h1:1nnpGOrhyZZuNyfu1QjKiUICQ74+3FNCN69Aj6K7nkY=
github.com/lucasb-eyer/go-colorful v1.2.0/go.mod h1:R4dSotOR9KMtayYi1e77YzuveK+i7ruzyGqttikkLy0=

Insertion in go.sum at line 73 [3.153180]

[3.157182]

[5.8356]

github.com/mattn/go-isatty v0.0.20 h1:xfD0iDuEKnDkl03q4limB+vH+GxLEtL/jb4xVJSWWEY=
github.com/mattn/go-isatty v0.0.20/go.mod h1:W+V8PltTTMOvKvAeJH7IuucS94S2C6jfK/D7dTCTo3Y=
github.com/mattn/go-localereader v0.0.1 h1:ygSAOl7ZXTx4RdPYinUpg6W99U8jWvWi9Ye2JC/oIi4=
github.com/mattn/go-localereader v0.0.1/go.mod h1:8fBrzywKY7BI3czFoHkuzRoWE9C+EiG4R1k4Cjx5p88=
github.com/mattn/go-runewidth v0.0.16 h1:E5ScNMtiwvlvB5paMFdw9p4kSQzbXFikJ5SQO6TULQc=
github.com/mattn/go-runewidth v0.0.16/go.mod h1:Jdepj2loyihRzMpdS35Xk/zdY8IAYHsh153qUoGf23w=

Insertion in go.sum at line 85 [3.153180]

[3.157377]

github.com/muesli/ansi v0.0.0-20230316100256-276c6243b2f6 h1:ZK8zHtRHOkbHy6Mmr5D264iyp3TiX5OmNcI5cIARiQI=
github.com/muesli/ansi v0.0.0-20230316100256-276c6243b2f6/go.mod h1:CJlz5H+gyd6CUWT45Oy4q24RdLyn7Md9Vj2/ldJBSIo=
github.com/muesli/cancelreader v0.2.2 h1:3I4Kt4BQjOR54NavqnDogx/MIoWBFa0StPA8ELUXHmA=
github.com/muesli/cancelreader v0.2.2/go.mod h1:3XuTXfFS2VjM+HTLZY9Ak0l6eUKfijIfMUZ4EgX0QYo=
github.com/muesli/termenv v0.16.0 h1:S5AlUN9dENB57rsbnkPyfdGuWIlkmzJjbFf0Tf5FWUc=
github.com/muesli/termenv v0.16.0/go.mod h1:ZRfOIKPFDYQoDFF4Olj7/QJbW60Ol/kL1pU3VfY/Cnk=

Insertion in go.sum at line 95 [3.153180]

[5.9046]

[3.157548]

github.com/rivo/uniseg v0.2.0/go.mod h1:J6wj4VEh+S6ZtnVlnTBMWIodfgj8LQOQFoIToxlJtxc=
github.com/rivo/uniseg v0.4.7 h1:WUdvkW8uEhrYfLC4ZzdpI2ztxP1I582+49Oc5Mq64VQ=
github.com/rivo/uniseg v0.4.7/go.mod h1:FN3SvrM+Zdj16jyLfmOkMNblXMcoc8DfTHruCPUcx88=

Insertion in go.sum at line 102 [3.153180]

[5.9222]

[3.157781]

github.com/xo/terminfo v0.0.0-20220910002029-abceb7e1c41e h1:JVG44RsyaB9T2KIHavMF/ppJZNG9ZpyihvCd0w101no=
github.com/xo/terminfo v0.0.0-20220910002029-abceb7e1c41e/go.mod h1:RbqR21r5mrJuqunuUZ/Dhy/avygyECGrLceyNeo4LiM=

Insertion in go.sum at line 118 [3.153180]

[3.158803]

golang.org/x/sys v0.0.0-20210809222454-d867a43fc93e/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg=
golang.org/x/sys v0.6.0/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg=

Insertion in go.sum at line 124 [3.153180]

[3.159175]

[3.159332]

golang.org/x/text v0.28.0 h1:rhazDwis8INMIwQ4tpjLDzUhx6RlXqZNPEM0huQojng=
golang.org/x/text v0.28.0/go.mod h1:U8nCwOR8jO/marOQ0QbDiOngZVEBB7MAiitBuMjXiNU=

Insertion in go.mod at line 15 [3.159737]

[3.159885]

[3.159934]

	github.com/aymanbagabas/go-osc52/v2 v2.0.1 // indirect
	github.com/charmbracelet/bubbletea v1.3.10 // indirect
	github.com/charmbracelet/colorprofile v0.2.3-0.20250311203215-f60798e515dc // indirect
	github.com/charmbracelet/lipgloss v1.1.0 // indirect
	github.com/charmbracelet/x/ansi v0.10.1 // indirect
	github.com/charmbracelet/x/cellbuf v0.0.13-0.20250311204145-2c3ea96c31dd // indirect
	github.com/charmbracelet/x/term v0.2.1 // indirect

Insertion in go.mod at line 30 [3.159737]

[3.160465]

[3.160516]

	github.com/erikgeiser/coninput v0.0.0-20211004153227-1c3628e74d0f // indirect

Insertion in go.mod at line 38 [3.159737]
[3.160879]
[2.19599]
```
	github.com/lucasb-eyer/go-colorful v1.2.0 // indirect
```

Insertion in go.mod at line 40 [3.159737]

[2.19650]

[3.160931]

	github.com/mattn/go-isatty v0.0.20 // indirect
	github.com/mattn/go-localereader v0.0.1 // indirect
	github.com/mattn/go-runewidth v0.0.16 // indirect
	github.com/muesli/ansi v0.0.0-20230316100256-276c6243b2f6 // indirect
	github.com/muesli/cancelreader v0.2.2 // indirect
	github.com/muesli/termenv v0.16.0 // indirect

Insertion in go.mod at line 47 [3.159737]

[3.160978]

[3.161056]

	github.com/rivo/uniseg v0.4.7 // indirect
	github.com/xo/terminfo v0.0.0-20220910002029-abceb7e1c41e // indirect

Insertion in go.mod at line 57 [3.159737]
[3.161445]
[3.161445]
```
	golang.org/x/text v0.28.0 // indirect
```

File addition: calls_classify.go (----------)

[6.1]

package cmd
import (
	"fmt"
	"os"
	"strings"
	tea "github.com/charmbracelet/bubbletea"
	"skraak/tools"
	"skraak/tui"
)
// RunCallsClassify handles the "calls classify" subcommand
func RunCallsClassify(args []string) {
	var folder, file, filter, reviewer string
	var keyDelay float64 = 0.5
	var color bool
	var bindings []tools.KeyBinding
	// Parse arguments
	i := 0
	for i < len(args) {
		arg := args[i]
		switch arg {
		case "--folder":
			if i+1 >= len(args) {
				fmt.Fprintf(os.Stderr, "Error: --folder requires a value\n")
				os.Exit(1)
			}
			folder = args[i+1]
			i += 2
		case "--file":
			if i+1 >= len(args) {
				fmt.Fprintf(os.Stderr, "Error: --file requires a value\n")
				os.Exit(1)
			}
			file = args[i+1]
			i += 2
		case "--filter":
			if i+1 >= len(args) {
				fmt.Fprintf(os.Stderr, "Error: --filter requires a value\n")
				os.Exit(1)
			}
			filter = args[i+1]
			i += 2
		case "--reviewer":
			if i+1 >= len(args) {
				fmt.Fprintf(os.Stderr, "Error: --reviewer requires a value\n")
				os.Exit(1)
			}
			reviewer = args[i+1]
			i += 2
		case "--key-delay":
			if i+1 >= len(args) {
				fmt.Fprintf(os.Stderr, "Error: --key-delay requires a value\n")
				os.Exit(1)
			}
			fmt.Sscanf(args[i+1], "%f", &keyDelay)
			i += 2
		case "--color":
			color = true
			i++
		case "--bind":
			// Marker for bindings section, no value
			i++
		case "--species":
			if i+1 >= len(args) {
				fmt.Fprintf(os.Stderr, "Error: --species requires a value\n")
				os.Exit(1)
			}
			// Parse key="Species" format
			key, species := parseBinding(args[i+1])
			bindings = append(bindings, tools.KeyBinding{Key: key, Species: species})
			i += 2
		case "--call_type":
			if i+1 >= len(args) {
				fmt.Fprintf(os.Stderr, "Error: --call_type requires a value\n")
				os.Exit(1)
			}
			// Parse key="CallType" format
			key, calltype := parseBinding(args[i+1])
			bindings = append(bindings, tools.KeyBinding{Key: key, CallType: calltype})
			i += 2
		default:
			fmt.Fprintf(os.Stderr, "Error: unknown flag: %s\n", arg)
			os.Exit(1)
		}
	}
	// Validate required flags
	if folder == "" && file == "" {
		fmt.Fprintf(os.Stderr, "Error: --folder or --file is required\n")
		os.Exit(1)
	}
	if reviewer == "" {
		fmt.Fprintf(os.Stderr, "Error: --reviewer is required\n")
		os.Exit(1)
	}
	if len(bindings) == 0 {
		fmt.Fprintf(os.Stderr, "Error: at least one --species binding is required\n")
		os.Exit(1)
	}
	// Build config
	config := tools.ClassifyConfig{
		Folder:   folder,
		File:     file,
		Filter:   filter,
		Reviewer: reviewer,
		KeyDelay: keyDelay,
		Color:    color,
		Bindings: bindings,
	}
	// Load data files
	state, err := tools.LoadDataFiles(config)
	if err != nil {
		fmt.Fprintf(os.Stderr, "Error: %v\n", err)
		os.Exit(1)
	}
	fmt.Fprintf(os.Stderr, "Loaded %d .data files, %d segments\n",
		len(state.DataFiles), state.TotalSegments())
	// Launch TUI
	p := tea.NewProgram(tui.New(state))
	if _, err := p.Run(); err != nil {
		fmt.Fprintf(os.Stderr, "Error: %v\n", err)
		os.Exit(1)
	}
}
// parseBinding parses "k=Kiwi" or "d=Duet" format
func parseBinding(s string) (key, value string) {
	parts := strings.SplitN(s, "=", 2)
	if len(parts) != 2 {
		fmt.Fprintf(os.Stderr, "Error: invalid binding format: %s (expected key=value)\n", s)
		os.Exit(1)
	}
	return parts[0], parts[1]
}

Insertion in cmd/calls.go at line 24 [7.1]
[2.19732]
[7.278]
```
	case "classify":
		RunCallsClassify(args[1:])
```

Insertion in cmd/calls.go at line 38 [7.1]

[2.19912]

[7.629]

	fmt.Fprintf(os.Stderr, "  classify     Review and classify segments in .data files\n")

Insertion in cmd/calls.go at line 44 [7.1]

[2.19995]

[7.879]

	fmt.Fprintf(os.Stderr, "  skraak calls classify --folder ./data --reviewer David --species k=Kiwi\n")

first step tui, glm has neswork issues, kimi finishing off

Dependencies

In channels

Change contents

File addition: data_file_test.go (----------)

File addition: data_file.go (----------)

File addition: tui (d--x------)

File addition: classify.go (----------)

File addition: calls_classify_test.go (----------)

File addition: calls_classify.go (----------)

Insertion in go.sum at line 7 [3.153180]

Insertion in go.sum at line 11 [3.153180]

Insertion in go.sum at line 43 [3.153180]

Insertion in go.sum at line 67 [3.153180]

Insertion in go.sum at line 73 [3.153180]

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Insertion in go.sum at line 102 [3.153180]

Insertion in go.sum at line 118 [3.153180]

Insertion in go.sum at line 124 [3.153180]

Insertion in go.mod at line 15 [3.159737]

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Insertion in go.mod at line 38 [3.159737]

Insertion in go.mod at line 40 [3.159737]

Insertion in go.mod at line 47 [3.159737]

Insertion in go.mod at line 57 [3.159737]

File addition: calls_classify.go (----------)

Insertion in cmd/calls.go at line 24 [7.1]

Insertion in cmd/calls.go at line 38 [7.1]

Insertion in cmd/calls.go at line 44 [7.1]