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export_memory

Export a distilled knowledge briefing on any topic to a markdown or JSON file for offline reference.

Instructions

Export a distilled memory briefing to a markdown or JSON file on disk. Side effect: writes an export artifact file. Use when you need an offline-readable snapshot of knowledge on a topic.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
queryYesTopic or task to export, e.g. 'auth migration decisions'
limitNoMaximum number of source memories to include in the export (default: 8)
scopeNoRestrict to a specific scope, e.g. 'project:recallnest'. Omit to use default scope
sessionIdNoSession identifier to infer session-scoped search, e.g. 'abc123'
allScopesNoSet to true to search across all scopes instead of the default scope
profileNoRetrieval profile for ranking, e.g. 'writing'
formatNoExport format: 'md' for markdown, 'json' for structured JSONmd
Behavior3/5

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

Discloses side effect of writing a file. With no annotations, more details like permissions or failure modes would improve transparency. Not contradictory.

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

Conciseness5/5

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

Two concise sentences, front-loaded with core purpose. No unnecessary words.

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

Completeness3/5

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

Adequate for a straightforward export tool but lacks details on return value and prerequisites. With 7 parameters and no output schema, more guidance would help.

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

Parameters3/5

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

Schema coverage is 100%, so baseline is 3. Description adds no extra parameter information beyond what's already in the schema.

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?

Description clearly states verb 'Export', resource 'distilled memory briefing', and output format 'markdown or JSON file on disk'. It differentiates from siblings like distill_memory and export_graph.

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

Usage Guidelines4/5

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

Provides clear use case: 'when you need an offline-readable snapshot of knowledge'. Mentions side effect (writes file). No explicit exclusions or alternatives, but context implies it.

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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