https://github.com/lrzjason/Kontext-Bench-Analysis/blob/main/analysis.md

Kontext对提示词要求很高，这里是常用的提示词整理，大家可以写提示词作为参考

Instruction Analysis Results

Top 50 Most Frequent Words

  1. the: 935
  2. a: 708
  3. this: 327
  4. of: 287
  5. in: 240
  6. on: 213
  7. is: 191
  8. make: 170
  9. now: 157
  10. into: 152
  11. to: 142
  12. remove: 126
  13. with: 112
  14. and: 100
  15. man: 100
  16. image: 93
  17. add: 91
  18. turn: 88
  19. style: 78
  20. art: 78
  21. change: 75
  22. text: 59
  23. photo: 58
  24. an: 58
  25. replace: 56
  26. it: 53
  27. at: 41
  28. using: 40
  29. dog: 36
  30. up: 35
  31. object: 34
  32. her: 34
  33. out: 33
  34. says: 33
  35. him: 33
  36. middle: 32
  37. forest: 31
  38. hat: 31
  39. that: 31
  40. all: 30
  41. real: 30
  42. character: 30
  43. zoom: 29
  44. table: 29
  45. words: 29
  46. red: 28
  47. its: 26
  48. from: 26
  49. sitting: 25
  50. cowboy: 25

Top 50 Most Frequent Bigrams

  1. is now: 115
  2. of a: 106
  3. in the: 102
  4. on the: 99
  5. remove the: 95
  6. into a: 93
  7. the man: 77
  8. this into: 74
  9. on a: 68
  10. in a: 62
  11. change the: 61
  12. of the: 54
  13. turn this: 54
  14. this style: 54
  15. add a: 53
  16. the text: 53
  17. replace the: 51
  18. make the: 50
  19. of this: 48
  20. with a: 45
  21. make this: 38
  22. using this: 35
  23. photo of: 34
  24. this image: 34
  25. art of: 33
  26. the middle: 31
  27. man is: 29
  28. the image: 27
  29. the words: 27
  30. to the: 25
  31. a real: 25
  32. a cowboy: 23
  33. turn the: 22
  34. the word: 22
  35. cowboy hat: 22
  36. style make: 22
  37. zoom out: 21
  38. a small: 21
  39. in this: 21
  40. the dog: 21
  41. the background: 20
  42. this object: 20
  43. make art: 20
  44. that says: 19
  45. middle of: 17
  46. at the: 17
  47. the cat: 16
  48. image of: 16
  49. all the: 16
  50. make her: 16

Top 50 Most Frequent Trigrams

  1. turn this into: 53
  2. this into a: 46
  3. using this style: 31
  4. in the middle: 29
  5. man is now: 26
  6. art of a: 26
  7. the man is: 25
  8. change the text: 24
  9. this style make: 22
  10. a cowboy hat: 21
  11. into a real: 20
  12. make this into: 19
  13. in this style: 19
  14. the middle of: 17
  15. style make art: 16
  16. make art of: 16
  17. a photo of: 14
  18. the text to: 13
  19. an image of: 13
  20. the man in: 13
  21. add a cowboy: 13
  22. photo of a: 13
  23. of this image: 12
  24. is now holding: 12
  25. remove all the: 11
  26. man in the: 11
  27. is now sitting: 11
  28. black forest labs: 11
  29. on a table: 11
  30. of the image: 11
  31. image of a: 10
  32. this into anime: 10
  33. she is now: 10
  34. zoom out showing: 10
  35. on top of: 10
  36. of this man: 10
  37. photo of this: 9
  38. a real photo: 9
  39. middle of a: 9
  40. is now wearing: 9
  41. on the right: 9
  42. remove the man: 8
  43. this style create: 8
  44. text to say: 8
  45. is now on: 8
  46. a real image: 8
  47. make the man: 8
  48. of the man: 8
  49. zoom in on: 7
  50. in on the: 7

Common Instruction Structures (First Word)

  1. make: 139
  2. remove: 123
  3. the: 103
  4. turn: 87
  5. add: 80
  6. change: 71
  7. a: 56
  8. replace: 53
  9. this: 35
  10. using: 35
  11. zoom: 29
  12. put: 21
  13. give: 20
  14. she: 12
  15. an: 10
  16. place: 9
  17. show: 7
  18. art: 7
  19. create: 6
  20. photo: 6
  21. edit: 5
  22. color: 5
  23. recolor: 5
  24. have: 4
  25. anime: 4
  26. photoshop: 4
  27. convert: 4
  28. my: 4
  29. its: 3
  30. open: 3
  31. rotate: 3
  32. write: 3
  33. these: 3
  34. set: 3
  35. enhance: 3
  36. there: 2
  37. fill: 2
  38. pov: 2
  39. move: 2
  40. shave: 2
  41. artwork: 2
  42. flip: 2
  43. restyle: 2
  44. draw: 2
  45. he: 2
  46. close: 2
  47. generate: 2
  48. unblur: 2
  49. clean: 2
  50. every: 1