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Annotate monolingual data with Monotextor metadata using the Prompsit Translation API. Use when the user needs language identification, PII detection, deduplication, or text annotation.
How this skill is triggered — by the user, by Claude, or both
Slash command
/prompsit:prompsit-annotateThe summary Claude sees in its skill listing — used to decide when to auto-load this skill
Annotate monolingual data with Monotextor metadata.
Annotate monolingual data with Monotextor metadata.
prompsit annotate corpus.jsonl -l en --metadata "lid,docscorer"
prompsit annotate corpus.jsonl -l es --metadata "lid,pii,dedup"
prompsit annotate @"./data/" -l fr --metadata "lid" --min-len 100
prompsit annotate @"./data/" -l en --metadata "lid,pii" --min-avg-words 5
prompsit annotate --metadata # available metadata types
prompsit annotate --formats # supported file formats
| Flag | Description |
|---|---|
-l, --lang <code> | Language code |
--metadata [options] | Metadata types to compute (comma-separated) |
--min-len <n> | Minimum text length filter |
--min-avg-words <n> | Minimum average words filter |
--lid-model <model> | Language identification model |
--out <dir> | Output directory |
--output-format <fmt> | Output format |
--formats | List supported file formats |
Version: 1.0.0 Last Updated: 2026-03-13
Searches MemPalace before answering questions about past work, people, projects, or prior decisions. Returns verbatim stored content instead of guessing from model memory.
Guides Payload CMS config (payload.config.ts), collections, fields, hooks, access control, APIs. Debugs validation errors, security, relationships, queries, transactions, hook behavior.
Implements vector databases with Pinecone, Weaviate, Qdrant, Milvus, pgvector for semantic search, RAG, recommendations, and similarity systems. Optimizes embeddings, indexing, and hybrid search.
npx claudepluginhub prompsit/prompsit-cli --plugin prompsit