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imprnt-recalllisted

Load SCOPED context from the imprnt vault by topic. Turn the user's question into keywords + candidate tags, run the deterministic ranked recall, read only the top hits, and present the relevant notes — never the whole vault, never auto-injected. USE WHEN load context, load my context about, what do I know about, pull context on, recall, brief me on, imprnt recall.
aleksandr-bogdanov/imprnt · ★ 1 · Data & Documents · score 72
Install: claude install-skill aleksandr-bogdanov/imprnt
# imprnt — Recall (load scoped context) The user asks for context on a topic in plain language ("load my context on AMT"). You are the two ends of a hybrid: you turn the question into search terms, the CLI does the deterministic ranking, and you read the top hits to answer. Nothing auto-loads; this runs only when asked. Never re-read the whole vault — that's the unconscious trap the ranker exists to prevent. Execute `Workflows/Recall.md`. **Principle:** the synonym map (`vault/_tags.md`) normalizes a word to a canonical tag, so "pipeline" and "ingestion" both hit `etl`. `recall` BM25-ranks over title/tags/body (rare terms and title/tag hits weighted up) and returns a TIGHT set, so you get the relevant notes, not the vault. If the map misses a synonym you recognize, recall again on the canonical term — and if the user confirms the match, append the synonym to `_tags.md` (correction-only learning; never score whether it "worked").