quietlight/skraak_mcp - Change QB3AIFAGDXHBJ4OHS2Q6H25SPXWVCMXMXX6WCA5X3XYPCUN3JBHQC

go fix

Created by quietlight on April 19, 2026

QB3AIFAGDXHBJ4OHS2Q6H25SPXWVCMXMXX6WCA5X3XYPCUN3JBHQC

Dependencies

In channels

main

Change contents

Replacement in utils/resample.go at line 21 [7.3013]
B:BD[6.2870] → [6.2870:2901]
```
	for i := 0; i < newLen; i++ {
```
[6.2870]
[6.2901]
```
	for i := range newLen {
```
Replacement in utils/resample.go at line 59 [7.3013]
B:BD[7.3540] → [7.3540:3571]
```
	for i := 0; i < newLen; i++ {
```
[7.3540]
[7.3571]
```
	for i := range newLen {
```
Replacement in utils/fft_test.go at line 17 [8.1]
B:BD[8.333] → [8.333:365]
```
	for k := 0; k < numBins; k++ {
```
[8.333]
[8.365]
```
	for k := range numBins {
```
Replacement in utils/fft.go at line 63 [8.4634]
B:BD[8.5946] → [8.5946:5975]
```
	for i := 0; i < bits; i++ {
```
[8.5946]
[8.5975]
```
	for range bits {
```
Replacement in utils/fft.go at line 93 [8.4634]
B:BD[8.6908] → [8.6908:6939]
```
			for j := 0; j < half; j++ {
```
[8.6908]
[8.6939]
```
			for j := range half {
```
Replacement in utils/fft.go at line 105 [8.4634]
B:BD[8.7192] → [8.7192:7224]
```
	for k := 0; k < numBins; k++ {
```
[8.7192]
[8.7224]
```
	for k := range numBins {
```

Replacement in utils/data_file.go at line 323 [10.3760]

B:BD[9.2813] → [9.2813:2886]

	if idx := strings.Index(s, "+"); idx >= 0 {
		return s[:idx], s[idx+1:]

[9.2813]

[9.2886]

	if before, after, ok := strings.Cut(s, "+"); ok {
		return before, after

Replacement in tools/prepend_test.go at line 125 [11.1]

B:BD[11.3648] → [11.3648:3699]

		filepath.Join(subDir, "log.txt"):            "",

[11.3648]

[11.3699]

		filepath.Join(subDir, "log.txt"):             "",

Replacement in tools/prepend_test.go at line 203 [11.1]
B:BD[11.5754] → [11.5754:5780]
```
	for i := 0; i < 2; i++ {
```
[11.5754]
[11.5780]
```
	for i := range 2 {
```

Replacement in tools/calls_push_certainty_test.go at line 74 [5.1]

B:BD[5.2200] → [5.2200:2495]

	data := []interface{}{
		map[string]interface{}{"Operator": "test"},
		[]interface{}{0.0, 10.0, 100.0, 1000.0, []interface{}{
			map[string]interface{}{"species": "Kiwi", "certainty": 90, "filter": "model-a"},
			map[string]interface{}{"species": "Kiwi", "certainty": 90, "filter": "model-b"},

[5.2200]

[5.2495]

	data := []any{
		map[string]any{"Operator": "test"},
		[]any{0.0, 10.0, 100.0, 1000.0, []any{
			map[string]any{"species": "Kiwi", "certainty": 90, "filter": "model-a"},
			map[string]any{"species": "Kiwi", "certainty": 90, "filter": "model-b"},

Replacement in tools/calls_from_preds.go at line 22 [12.1]

B:BD[2.155] → [2.155:307]

	MIN_DETECTIONS_PER_CLUSTER = 0  // 1 = filter out single detections (used for kiwi, they have long calls 30s), 0 = let single detections pass through

[2.155]

[13.115]

	MIN_DETECTIONS_PER_CLUSTER = 0  // 1 = filter out single detections (used for kiwi, they have long calls 30s), 0 = let single detections pass through

Replacement in tools/calls_from_preds.go at line 24 [12.1]

∅:D[13.170] → [14.7155:7240]

B:BD[15.323] → [14.7155:7240]

	DOT_DATA_WORKERS           = 8 // Number of parallel workers for .data file writing

[13.170]

[12.318]

	DOT_DATA_WORKERS           = 8  // Number of parallel workers for .data file writing

Replacement in tools/calls_from_preds.go at line 419 [12.1]
B:BD[14.9880] → [14.9880:9921]
```
	for i := 0; i < DOT_DATA_WORKERS; i++ {
```
[14.9880]
[14.9921]
```
	for range DOT_DATA_WORKERS {
```
Replacement in tools/calls_from_birda_raven_test.go at line 160 [16.8406]
B:BD[16.13226] → [16.13226:13252]
```
	for i := 0; i < 2; i++ {
```
[16.13226]
[16.13252]
```
	for i := range 2 {
```
Replacement in tools/calls_from_birda.go at line 38 [16.19597]
B:BD[16.20906] → [16.20906:20952]
```
	StartTime     float64
	EndTime       float64
```
[16.20906]
[16.20952]
```
	StartTime      float64
	EndTime        float64
```

Replacement in tools/calls_from_birda.go at line 41 [16.19597]

B:BD[16.20975] → [16.20975:21042]

	CommonName    string
	Confidence    float64
	WAVPath       string

[16.20975]

[16.21042]

	CommonName     string
	Confidence     float64
	WAVPath        string

Replacement in tools/calls_from_birda.go at line 299 [16.19597]

B:BD[16.27645] → [16.27645:27774]

		certainty := int(det.Confidence * 100)
		if certainty < 0 {
			certainty = 0
		}
		if certainty > 100 {
			certainty = 100
		}

[16.27645]

[16.27774]

		certainty := min(max(int(det.Confidence*100), 0), 100)

Replacement in tools/calls_clip_bench_test.go at line 116 [18.1]
B:BD[17.2593] → [17.2593:2620]
```
		for j := 0; j < n; j++ {
```
[17.2593]
[17.2620]
```
		for j := range n {
```
Replacement in tools/calls_clip.go at line 125 [20.2441]
B:BD[19.6125] → [19.6125:6173]
```
			wg.Add(1)
			go func() {
				defer wg.Done()
```
[19.6125]
[19.6173]
```
			wg.Go(func() {
```
Replacement in tools/calls_clip.go at line 130 [20.2441]
B:BD[19.6411] → [19.6411:6418]
```
			}()
```
[19.6411]
[19.6418]
```
			})
```
Replacement in tools/calls_clip.go at line 242 [20.2441]
B:BD[19.7564] → [19.7564:7612]
```
			wg.Add(1)
			go func() {
				defer wg.Done()
```
[19.7564]
[19.7612]
```
			wg.Go(func() {
```
Replacement in tools/calls_clip.go at line 251 [20.2441]
B:BD[19.7980] → [19.7980:7987]
```
			}()
```
[19.7980]
[19.7987]
```
			})
```

Replacement in tools/calls_classify.go at line 48 [10.20592]

B:BD[10.21188] → [7.5467:5530]

B:BD[7.5530] → [21.2230:2310]

B:BD[21.2310] → [22.132:202]

	Config        ClassifyConfig
	DataFiles     []*utils.DataFile
	filteredSegs  [][]*utils.Segment // cached at load time, parallel to DataFiles
	totalSegs     int                // pre-computed total segment count

[10.21188]

[23.188]

	Config            ClassifyConfig
	DataFiles         []*utils.DataFile
	filteredSegs      [][]*utils.Segment // cached at load time, parallel to DataFiles
	totalSegs         int                // pre-computed total segment count

Replacement in tools/calls_classify.go at line 198 [10.20592]

B:BD[21.3450] → [4.2468:2552]

	targetCount := len(flat) * sample / 100
	if targetCount < 1 {
		targetCount = 1
	}

[21.3450]

[4.2552]

	targetCount := max(len(flat)*sample/100, 1)

Deletion in tools/calls_classify.go at line 227 [10.20592]
B:BD[10.22486] → [10.22486:22487]

Replacement in cmd/mcp_surface_test.go at line 36 [3.12804]

B:BD[3.13462] → [3.13462:13564]

	Content   []mcpContent `json:"content,omitempty"`
	IsError   bool         `json:"isError,omitempty"`

[3.13462]

[3.13564]

	Content   []mcpContent  `json:"content,omitempty"`
	IsError   bool          `json:"isError,omitempty"`

Replacement in cmd/mcp_surface_test.go at line 459 [3.12804]

B:BD[3.23645] → [3.23645:23719]

	lines := strings.Split(string(data), "\n")
	for _, line := range lines {

[3.23645]

[3.23719]

	lines := strings.SplitSeq(string(data), "\n")
	for line := range lines {

go fix

Dependencies

In channels

Change contents

Replacement in utils/resample.go at line 21 [7.3013]

Replacement in utils/resample.go at line 59 [7.3013]

Replacement in utils/fft_test.go at line 17 [8.1]

Replacement in utils/fft.go at line 63 [8.4634]

Replacement in utils/fft.go at line 93 [8.4634]

Replacement in utils/fft.go at line 105 [8.4634]

Replacement in utils/data_file.go at line 323 [10.3760]

Replacement in tools/prepend_test.go at line 125 [11.1]

Replacement in tools/prepend_test.go at line 203 [11.1]

Replacement in tools/calls_push_certainty_test.go at line 74 [5.1]

Replacement in tools/calls_from_preds.go at line 22 [12.1]

Replacement in tools/calls_from_preds.go at line 24 [12.1]

Replacement in tools/calls_from_preds.go at line 419 [12.1]

Replacement in tools/calls_from_birda_raven_test.go at line 160 [16.8406]

Replacement in tools/calls_from_birda.go at line 38 [16.19597]

Replacement in tools/calls_from_birda.go at line 41 [16.19597]

Replacement in tools/calls_from_birda.go at line 299 [16.19597]

Replacement in tools/calls_clip_bench_test.go at line 116 [18.1]

Replacement in tools/calls_clip.go at line 125 [20.2441]

Replacement in tools/calls_clip.go at line 130 [20.2441]

Replacement in tools/calls_clip.go at line 242 [20.2441]

Replacement in tools/calls_clip.go at line 251 [20.2441]

Replacement in tools/calls_classify.go at line 48 [10.20592]

Replacement in tools/calls_classify.go at line 198 [10.20592]

Deletion in tools/calls_classify.go at line 227 [10.20592]

Replacement in cmd/mcp_surface_test.go at line 36 [3.12804]

Replacement in cmd/mcp_surface_test.go at line 459 [3.12804]