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file-tools

Index and retrieve relevant passages from user-uploaded attachments using attachment_search.

4|Updated Feb 6, 2026
Search Tags:#pdf#attachment_search#file_tools#document_retrieval#contextual_answering#attachment_content#note_management
One-click install
npx skills add https://github.com/TTAWDTT/Aelin --skill file-tools-ttawdtt
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: file-tools
Source: https://github.com/TTAWDTT/Aelin/tree/main/backend/deepagents_skills/file_tools
Command: npx skills add https://github.com/TTAWDTT/Aelin --skill file-tools-ttawdtt

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This skill helps teams and AI agents retrieve and reason over user-provided attachments using attachment_search and file tools, enabling context-aware answers drawn from documents, notes, and PDFs.

Core Features & Use Cases

  • Contextual retrieval: search within attachments to surface relevant passages, summaries, or excerpts for answering questions.
  • File-aware reasoning: combine retrieved content with user prompts to produce informed responses that reference source material.
  • Use Case: For example, when asked to summarize a contract or a research note, the AI pulls the key passages from attached files and responds with a concise synthesis.

Quick Start

Ask the AI to search the user's attachments using attachment_search to retrieve relevant passages and then respond with a contextual summary.

Frequently Asked Questions about file-tools

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I answer questions using content from PDF attachments and notes?▼

You can retrieve specific passages from documents and PDFs by using attachment_search with defined parameters like query, top_k, and mode. The AI then surfaces relevant excerpts and cites source material directly in the response.

How does contextual retrieval from uploaded files actually work?▼

Contextual retrieval works by indexing user-uploaded attachments and searching within them to surface relevant passages, summaries, or excerpts. It combines retrieved content with user prompts to produce informed, context-aware answers grounded in source material.

Can I get a concise summary of a contract or research note from an attached file?▼

Yes, you can get a concise summary of a contract or research note from an attached file. The AI pulls key passages from the document and responds with a synthesized summary based on the retrieved context.

What happens if document retrieval finds no matching content in my attachments?▼

If document retrieval finds no matching content in your attachments, the AI returns an informative response or guidance instead of a fabricated answer. This deterministic behavior ensures responses rely strictly on indexed file content.

Do I need to configure search parameters for attachment search?▼

You can configure search parameters for attachment search by specifying query, top_k, and mode. These defined parameters enforce deterministic behavior, ensuring the file tools retrieve precise and relevant document excerpts.

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