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Add evolution/ prompt templates for pipeline reproducibility - #3

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neil/evolution-prompts
Aug 21, 2026
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Add evolution/ prompt templates for pipeline reproducibility#3
nch0w merged 1 commit into
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neil/evolution-prompts

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@nch0w nch0w commented Aug 21, 2026

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Publishes the LLM prompt templates used by the evolution (PRBO) elicitation pipeline that produced WeirdChat's evolution-sourced transcripts, making the pipeline's prompts fully reproducible from this repo.

  • evolution/bloom_initializer_prompts.py — the Bloom-style gen-0 initializer stages (behavior description, understanding, ideation, direct kickoff), gutted to only the code paths the production runs exercise
  • evolution/proposal_initializer_prompts.py — the gen-0 system-prompt investigator and its fixed user turn
  • evolution/mutation_prompts.py — the counterfactual mutation prompts (aspects → ideas → apply) with their output schemas and user-turn builders
  • evolution/README.md — how the pieces wire together, the typical run parameters, and the EB-JC PRBO scoring objective (matching the WeirdChat methodology page)

Publish the LLM prompt templates used by the evolution (PRBO) elicitation
pipeline that produced WeirdChat's evolution-sourced transcripts, so the
pipeline's prompts are fully reproducible from the public repo:

- bloom_initializer_prompts.py: the Bloom-style gen-0 initializer stages
  (behavior description, understanding, ideation, direct kickoff), gutted
  to only the code paths the production runs exercise
- proposal_initializer_prompts.py: the gen-0 system-prompt investigator
- mutation_prompts.py: the counterfactual mutation prompts
  (aspects -> ideas -> apply) with their output schemas
- README.md: how the pieces wire together, typical run parameters, and
  the EB-JC PRBO scoring objective (matching the WeirdChat methodology
  page)

Prompt text is copied verbatim from production; rendered outputs were
verified byte-identical under production arguments. No orchestration
code is included.

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
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nch0w merged commit 8dc004d into main Aug 21, 2026
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nch0w deleted the neil/evolution-prompts branch August 21, 2026 20:25
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