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amber_export_memories

Export all active memories as a downloadable JSON file. Use this to create a complete backup or migrate your data.

Instructions

Export every active memory as a JSON file. Returns a download URL valid for 7 days. The file contains all memories with cleaned metadata (internal prefixes stripped, implementation fields removed). The user should open the download URL in their browser to save the file.

Use this when the user wants a backup, wants to migrate data, or asks "can I download my data?". Unlike amber_list_memories (which paginates and shows one page at a time), this exports ALL memories in a single downloadable file. Unlike amber_search_memories (which finds specific content), this is a complete dump.

Each call generates a fresh export — previous export URLs remain valid for their full 7-day window. The export includes both active and deleted memories, with topics and metadata. Large accounts (10,000+ memories) may take a few seconds to generate. Does not modify any data — read-only operation. Requires an active subscription. Not rate-limited.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

Behavior5/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

With no annotations, the description fully covers behaviors: fresh export per call, 7-day URL validity, includes deleted memories, read-only, subscription required, no rate limit, and performance considerations.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness4/5

Is the description appropriately sized, front-loaded, and free of redundancy?

Well-structured with clear comparisons and bullet points, but slightly verbose; could be tightened without losing information.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness5/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

Comprehensive: explains return value (download URL with expiry), constraints (7 days, large accounts), and implicitly addresses failure modes, despite no output schema.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters4/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

No parameters in schema; baseline 4 applies. Description doesn't need to add meaning for nonexistent parameters.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description clearly states the tool exports all active memories as a JSON file, differentiating it from siblings like amber_list_memories and amber_search_memories.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines5/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

Explicitly says when to use (backup, migration, download request) and contrasts with alternatives, providing clear usage context.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

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