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docs/superpowers/specs/2026-09-22-llm-tagging-design.md lays out P35: a versioned hand-curated vocabulary, embedding shortlist + per-theme yes/no judgement with an evidence chunk on the largest live host, resumable docket-scoped runs with state in bib extra_json, write-back that replaces only llm: tags, and a golden-set gate before fan-out. Slice 1: src/llm/vocab/themes.yaml — 53 themes (conversion factor, practice expense, telehealth, care management, behavioral health, Part B drugs, MSSP, QPP, …), each with a label, one-sentence definition, letter-language synonyms and the FR section stems it was seeded from (dev/scripts/llm_vocab_candidates.py mines heading paragraphs from the CY2018+ rules' fr_anchors). llm.vocab.load() validates unique kebab-case slugs, non-empty definitions, integer version ≥ 1 and that retired slugs are not still active; Theme.card is the text embedded per theme; split_tags() separates llm: tags from hand tags for the write-back. stack llm vocab [--path] [--slug].
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title, sidebar_position
| title | sidebar_position |
|---|---|
| stack prisma eligible | 90 |
stack prisma eligible
Usage: stack prisma eligible [OPTIONS] NAME
Stage 3 — LLM-driven full-text eligibility pass.
╭─ Arguments ──────────────────────────────────────────────────────────────────╮
│ * name TEXT Project slug. [required] │
╰──────────────────────────────────────────────────────────────────────────────╯
╭─ Options ────────────────────────────────────────────────────────────────────╮
│ --limit -n INTEGER [default: 0] │
│ --max-chars INTEGER Cap per-item markdown (full text) │
│ at N chars so bounded-context local │
│ models keep the criteria in window. │
│ 0 = no cap. │
│ [default: 0] │
│ --db PATH [default: │
│ data/zotero/data/zotero.sqlite] │
│ --storage PATH [default: data/zotero/data/storage] │
│ --hold --no-hold [default: hold] │
│ --hosts TEXT Comma-separated Ollama base URLs — │
│ fleet mode (#655): parallel │
│ eligibility via native /api/chat │
│ with per-request num_ctx; bypasses │
│ PRISMA_LLM_* env config. │
│ --fleet-model TEXT Model name on every fleet host. │
│ [default: qwen2.5:14b] │
│ --num-ctx INTEGER Context window per fleet request. │
│ [default: 8192] │
│ --per-host INTEGER Max in-flight requests per fleet │
│ host. │
│ [default: 1] │
│ --help Show this message and exit. │
╰──────────────────────────────────────────────────────────────────────────────╯