# Prompts

One file per prompt, named `<task>_v<N>.txt`. Placeholders are `{name}`;
anything else in the file is sent as written. `art/llm.py` records the
prompt name and a version string (`v<N>+<content hash>`) with every call,
so an edit is tracked even if the file is not renamed. Make a new version
file for a deliberate change you want to compare against the old one.

| File | Task | Used by |
|---|---|---|
| summarize_v1.txt | 2-4 sentence summary from the abstract | digest |
| label_v1.txt | 3-6 word topic label, for the field-pulse section | digest |
| explain_v1.txt | one-sentence match reason plus a 0-3 relevance rating (JSON) | digest |
| llm_score_v1.txt | LLM-as-classifier baseline: 0-3 rating against the whole profile | evaluation only |
| profile_draft_v1.txt | draft a profile name and description from seed papers | bingham init |