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turbo-quant-gatekeeper

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Mis à jour19 mai 2026 à 05:44

Use for semantic-memory TurboQuant candidate acceleration, exact rerank, vector artifact lifecycle, and fallback receipts.

Installation

Installer avec Codex ou Claude Copiez ce prompt, collez-le dans Codex, Claude ou un autre assistant, puis laissez-le vérifier la page du skill et l'installer pour vous.

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Source

RecursiveIntell

RecursiveIntell/Gloss

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Métiers associésSOC

Basé sur la classification professionnelle SOC

Scientifiques des donnéesProfessions informatiques et mathématiques·SOC 15-2051

SKILL.md

readonly

name	turbo-quant-gatekeeper
description	Use for semantic-memory TurboQuant candidate acceleration, exact rerank, vector artifact lifecycle, and fallback receipts.

TurboQuant gatekeeper

Use when enabling or reviewing TurboQuant.

Rules:

TurboQuant is candidate generation only.
Exact f32 rerank is mandatory for promoted results.
Search receipts must disclose candidate backend, generation id, approximate count, exact rerank count, and fallback reason.
Missing/stale/corrupt vector artifacts must not answer silently.
Rebuild/invalidate vector artifacts on ingest, delete, and reindex.

Commands:

(cd ../Libraries/semantic-memory && cargo test --features turbo-quant-codec)
(cd src-tauri && cargo test --features semantic-memory-turbo-quant)

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name	turbo-quant-gatekeeper
description	Use for semantic-memory TurboQuant candidate acceleration, exact rerank, vector artifact lifecycle, and fallback receipts.

TurboQuant gatekeeper

Use when enabling or reviewing TurboQuant.

Rules:

TurboQuant is candidate generation only.
Exact f32 rerank is mandatory for promoted results.
Search receipts must disclose candidate backend, generation id, approximate count, exact rerank count, and fallback reason.
Missing/stale/corrupt vector artifacts must not answer silently.
Rebuild/invalidate vector artifacts on ingest, delete, and reindex.

Commands:

(cd ../Libraries/semantic-memory && cargo test --features turbo-quant-codec)
(cd src-tauri && cargo test --features semantic-memory-turbo-quant)