Merge nucleic/plucky-north-vole-sdna into dev
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@@ -65,9 +65,9 @@ Nucleic managed container.
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The SWE-chat source is not downloaded by this repository. After accepting the dataset's
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Hugging Face conditions, place a **pinned** Parquet snapshot below the ignored
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`.artifacts/swe-chat/raw/` directory, record its immutable revision, then run the
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streaming extractor. It reads only the needed columns, takes the first three qualifying
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human prompts per session, and writes the first prompt plus hashes for the two context
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turns. Do not use `main` as a revision.
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streaming extractor. It reads only the needed columns, takes the first qualifying human
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prompt plus its conversational agent response, and writes the prompt plus a response hash.
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Do not use `main` as a revision.
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```bash
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ml/purpose-classifier/.venv/bin/pip install -r \
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@@ -77,11 +77,11 @@ ml/purpose-classifier/.venv/bin/python \
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--revision <accepted-immutable-hf-revision>
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```
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The export and manifest remain ignored because candidate JSONL temporarily contains all
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three messages. Run the one-record schema/availability canary before the 100-session dry
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The export and manifest remain ignored because candidate JSONL temporarily contains the
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prompt and agent response. Run the one-record schema/availability canary before the 100-session dry
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run; both use Luna through subscription-backed `codex exec`, not an API key. The labeler
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writes only the first message to canonical source JSONL; state and audit sidecars retain
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the other turns solely as hashes and source IDs.
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the response solely as a hash and source ID.
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```bash
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ml/purpose-classifier/.venv/bin/python \
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