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search-personal-data

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Mis à jour20 mai 2026 à 18:57

Search local files using hybrid semantic and keyword retrieval (ChromaDB + Whoosh). Falls back to recursive grep when the index is unavailable. Use when the user wants to find information in their local documents.

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

nabcht

nabcht/Zephyr

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Métiers associésSOC

Basé sur la classification professionnelle SOC

Développeurs de logicielsProfessions informatiques et mathématiques·SOC 15-1252

Explorateur de fichiers

2 fichiers

SKILL.md

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name	search-personal-data
description	Search local files using hybrid semantic and keyword retrieval (ChromaDB + Whoosh). Falls back to recursive grep when the index is unavailable. Use when the user wants to find information in their local documents.
compatibility	Requires Python 3.10+. ChromaDB and Whoosh indexes should be built via the index-files skill for best results.
tags	["researcher"]

search-personal-data

Two-tier search strategy:

Hybrid retrieval (preferred) — semantic vector search via ChromaDB combined with exact keyword matching via Whoosh, merged and ranked.
Grep fallback — recursive file scan when no index is available.

Usage

Call search_personal_data(query, directory="", max_results=10).

Implementation

Logic lives in scripts/search_personal_data.py.

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name	search-personal-data
description	Search local files using hybrid semantic and keyword retrieval (ChromaDB + Whoosh). Falls back to recursive grep when the index is unavailable. Use when the user wants to find information in their local documents.
compatibility	Requires Python 3.10+. ChromaDB and Whoosh indexes should be built via the index-files skill for best results.
tags	["researcher"]

search-personal-data

Two-tier search strategy:

Hybrid retrieval (preferred) — semantic vector search via ChromaDB combined with exact keyword matching via Whoosh, merged and ranked.
Grep fallback — recursive file scan when no index is available.

Usage

Call search_personal_data(query, directory="", max_results=10).

Implementation

Logic lives in scripts/search_personal_data.py.