quietlight/skraakCLI - Change YG3HYFC7QCOYC2HURVZNS64JBI3UUBNEJD5FE6JHJVIQGHKWHUSQC

me

Created by quietlight on May 22, 2026

YG3HYFC7QCOYC2HURVZNS64JBI3UUBNEJD5FE6JHJVIQGHKWHUSQC

Dependencies

In channels

main

Change contents

Replacement in me.txt at line 3 [3.726610]
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∅:D[4.133] → [5.2079:2107]
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```
tomtit cert 70
+_ species (ie no calltype)
```
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```
silvereye/pipipi
rifleman/tomtit+contact/Tieke
```
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```
rifleman/tomtit+contact/Tieke/identify
```

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Dont Know should be cert 0, not 70: Julia code is not correct, But I maky have fixed it as some is fine

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```
  os.Exit
```

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to one hot encoded csv for opensoundscape (because python is so slow, and I would have to convert to raven selection.txt first)

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B:BD[3.727603] → [5.2108:2153]
```
npm install -g @mariozechner/pi-coding-agent
```

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pi-specific are in ~ somewhere (ok because keeps them seperate) if installed with eg: $pi install npm:@tmustier/pi-ralph-wiggum

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        jsonfile = "$item/segment_summary_2026-05-15.json"

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        jsonfile = "$item/segment_summary_2026-05-20.json"

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```
ollama run qwen3.5:9b # uninstalled
```

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R620/2024-05-06 only
Run Through Gemma

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(base) 2024-01-03 ➤ ollama list
NAME               ID              SIZE      MODIFIED
qwen3.5:9b         6488c96fa5fa    6.6 GB    8 days ago
ministral-3:14b    4760c35aeb9d    9.1 GB    8 days ago
gemma4:26b         5571076f3d70    17 GB     8 days ago
granite4.1:8b      444af1c4b2fe    5.3 GB    9 days ago
gemma4:e4b         c6eb396dbd59    9.6 GB    4 weeks ago

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Lets manually execute this loop once, when we are happy we will design a ralph loop together to loop through remaining BirdNET classes /grill-me

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# Retrieve BirdNET List from folder /media/david/SSD4/Twenty_Four_Seven/R620/2024-05-06/
skraak calls summarise --folder /media/david/SSD4/Twenty_Four_Seven/R620/2024-05-06/ --brief --filter BirdNET 2>/dev/null | jq -r '.filters.BirdNET.species | to_entries | map(select(.key | test("^[A-Z]"))) | sort_by(.value) | .[] | "\(.value)\t\(.key)"'

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Start from the top of the BirdNET List and attempt to label a BirdNET class with one of the classes below using skill /call-classification, /call-classification-ollama, /call-library
While there is only a few segments in the BirdNET class, attempt to do this yourself reading data from /call-classification, /call-library. It is your role to work out what this class actually is (BirdNET mislabels many New Zealand Birds), and to assign correct labels wherever possible
When there are many segments in a BirdNET class use skill /call-classification-ollama. choose your reference images carefully. It is your role to work out what this class actually is (BirdNET mislabels many New Zealand Birds), then to use gemma to do the heavy lifting. If Gemma does a poor job of it, it is likely you have chosen the wrong species class.
Keep a .md document with your mappings, BirdNET => code as below

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You have access to skills /pi-ralph-wiggum to loop through the BirdNET list, and pi-heartbeat, to set a timer.

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Lets manually execute this loop once, when we are happy we will design a ralph loop together to loop through remaining BirdNET classes /grill-me

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  os.Exit

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24/7
============
rifleman--tomtit TODO
  species       count   calltype        calltype_count
  Don't Know    22639
  Kiwi  1946    Duet    122
  Kiwi  1946    Female  126
  Kiwi  1946    Male    1698
  BlackShag     932
  comcha        485     alarm   383
  comcha        485     contact 75
  comcha        485     song    24
  comcha                buzz    225
  nezbel1       455     alarm   273
  nezbel1       455     repetitive      167
  nezbel1       455     territorial     1
  identify      351
  Noise 306
  gryger1       237     song    136
  silver3       216     contact 150
  silver3       216     song    53
  saddle3       180
  nezkak1       176
  morepo2       175     morepork        1
  morepo2       175     pow     19
  morepo2       175     trill   135
  tomtit1       123     song    123
  Tree  115
  eurbla        85      contact 4
  eurbla        85      peaky   2
  eurbla        85      song    76
  Gecko 80
  nezrob3       69
  yefpar3       62
  weka1 56
  tui1  33      alarm   22
  bluduc1       31      duet    5
  bluduc1       31      rattle  4
  bluduc1       31      whistle 22
  kea1  28
  nezfan1       25      contact 21
  nezfan1       25      song    3
  pipipi1       21      song    21
  lotkoe1       16      whistle 16
  Cicada        15
  riflem1       11
  cangoo1       9
  Fly   6
  shbcuc1       6
  weta  3
  nezpig2       2       wingbeat        2
  soioys1       2
  yellow2       1       song    1

Insertion in me.txt at line 699 [3.726610]

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 cd /media/david/TwentyFourSeven/Twenty_Four_Seven
  for x in \
    R620/2024-05-06 R635/2025-02-25 R635/2026-03-23 R620/2026-03-23 \
    R778/2026-03-23 HCT_K08-24_H2/2025-06-16 R620/2025-02-25 R343/2025-02-25 \
    R306/2026-03-23 R635/2024-05-06 R287/2024-05-06 R18/2026-03-23 \
    GR5/2025-01-01 R743/2026-03-23 R287/2026-03-23 R219/2026-03-23 \
    R16/2023-12-25 J11/2026-04-06 HCT_18807_H4/2025-06-16 HCT_18103_H5/2025-06-16 \
    C03/2024-05-05 ; do
    echo ">>> $x"
    skraak calls classify --species Gecko --folder "$x"
  done
24/7
======
for x in \
 AC21/2024-01-03 AC34/2024-01-03 AC43/2024-01-03 AC83/2023-01-03 B02/2024-01-03 B22/2023-10-29 B29/2024-01-03 B29/2025-04-16 B29/2025-12-12 B40/2025-12-12 C03/2023-09-11 C03/2024-05-05 C03/2025-02-25 C03/2026-04-06 D03/2023-12-25 F09/2026-04-06 G05/2023-09-11 G05/2024-05-05 G05/2025-02-25 G05/2026-04-06 GR1/2025-01-01 GR2/2025-01-01 GR3/2025-01-01 GR4/2025-01-01 GR5/2025-01-01 GR6/2025-01-01 GR7/2025-01-01 GR8/2025-01-01 GR9/2025-01-01 H01/2023-09-11 H01/2024-05-05 H01/2025-02-25 H01/2026-04-06 H09/2023-12-25 HCT10_Kaipo/2026-05-04 HCT6_Kaipo/2026-05-04 HCT9_Kaipo/2026-05-04 HCT_18103_H5/2025-06-16 HCT_18807_H4/2025-06-16 HCT_18807_H4/2026-05-04 HCT_H13-74/2025-11-22 HCT_JOG_H7/2025-05-02 HCT_K04-14_H3/2025-06-16 HCT_K06-10_H1/2025-11-22 HCT_K08-24_H2/2025-06-16 HCT_KWR075/2025-05-04 J11/2023-09-11 J11/2024-05-05 J11/2025-02-25 J11/2026-04-06 P09/2023-09-11 P09/2023-12-25 P09/2024-05-05 P09/2025-02-25 P09/2026-04-06 R16/2023-12-25 R18/2026-03-23 R219/2026-03-23 R287/2024-05-06 R287/2025-02-25 R287/2026-03-23 R306/2025-02-25 R306/2026-03-23 R343/2024-05-06 R343/2025-02-25 R343/2026-03-23 R620/2024-05-06 R620/2025-02-25 R620/2026-03-23 R635/2024-05-06 R635/2025-02-25 R635/2026-03-23 R743/2026-03-23 R778/2024-05-06 R778/2025-02-25 R778/2025-05-23 R778/2026-03-23 ; do
    echo ">>> $x"
    skraak calls classify --species 'comcha+_' --folder "$x"
  done
 please use skill /call-classification-ollama to search all "tui1" with certainty 70 in folder
  /media/david/SSD4/Twenty_Four_Seven/R620/2024-05-06 . load some examples from /call-library for tui1+alarm. the
  task it to increase certainty of all tui alarm calls to 90, do nothing for all calls that are not alarm calls. I already started ollama with gemma

Insertion in README.md at line 55 [3.1177482]

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./skraak calls classify --folder . --filter opensoundscape-multi-1.0 --species+_ # ie no calltype assigned, excludes species with calltype assigned

me

Dependencies

In channels

Change contents

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