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Features of prelude-2

Feature #1634

Fires on “ fix” (not labeled yet: read the examples)

Fires on
0.06% of tokens
Mostly in
agent
Layer
after block 4

Where it fires

  • agent 57%
  • chat 16%
  • story 16%
  • python 10%
  • worksheet 1%

Makes the model say

ing'sieoueshal Sueac

Makes it not say

pet was really fromHi hugged lessonLook

Strongest examples

On text the dictionary never trained on. The underlined token is where it fires most.

  1. agent 2.25
    , a coding agent harness.<|system_end|><|user_start|>the tests are failing, fix the bug.<|user_end|>
  2. agent 2.21
    OpenCode, a coding agent harness.<|system_end|><|user_start|>The tests are failing, fix the bug.<|user_end|>
  3. agent 2.19
    , a coding agent harness.<|system_end|><|user_start|>"The tests are failing, fix the bug."<|user_end|>
  4. agent 2.16
    harness.<|system_end|><|user_start|>The tests are failing, fix the bug<|user_end|><|assistant_start|>
  5. agent 2.15
    OpenCode, a coding agent harness.<|system_end|><|user_start|>The tests are failing, fix the bug.<|user_end|>
  6. agent 2.11
    , a coding agent harness.<|system_end|><|user_start|>"The tests are failing, fix the bug."<|user_end|>
  7. agent 2.11
    , a coding agent harness.<|system_end|><|user_start|>"The tests are failing, fix the bug please"
  8. agent 2.09
    , a coding agent harness.<|system_end|><|user_start|>the tests are failing, fix the bug.<|user_end|>
  9. agent 2.07
    , a coding agent harness.<|system_end|><|user_start|>"The tests are failing, fix the bug."<|user_end|>
  10. agent 2.04
    in OpenCode, a coding agent harness.<|system_end|><|user_start|>size is wrong, fix it. The test
  11. agent 2.02
    in OpenCode, a coding agent harness.<|system_end|><|user_start|>factorial is wrong, fix it. The test
  12. agent 2.01
    OpenCode, a coding agent harness.<|system_end|><|user_start|>The tests are failing, fix the bug.<|user_end|>