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search-personal-data

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Atualizado20 de maio de 2026 às 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.

Instalação

Instalar com Codex ou Claude Copie este prompt, cole no Codex, Claude ou outro assistente e deixe que ele revise a página da skill e instale para você.

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Fonte

nabcht

nabcht/Zephyr

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Ocupações relacionadasSOC

Baseado na classificação ocupacional SOC

Desenvolvedores de softwareInformática e Matemática·SOC 15-1252

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2 arquivos

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.