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Memory state

memory_state
Read-only

Retrieve a project's current durable state: live decisions, constraints, facts, and preferences. Use to onboard or plan without relying on similarity search.

Instructions

The CURRENT durable state of a project/scope: the live (non-superseded) decisions, constraints, facts, and preferences, newest first. Use this to ONBOARD into a project or before planning — when a broad 'what's the current state?' has no single matching turn, so recall under-retrieves. Not a similarity search and no LLM. kinds: optional comma list (constraint,fact,preference,mission) to narrow; empty = all durable kinds.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
kindsNo
limitNo
namespaceNo

Schema Changelog

Changes observed during successful MCP inspections. Dates show when Glama detected each change.

  1. First observedv0.1.0

TDQS

A4.3/5.0
Behavior4/5

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

Annotations already declare readOnlyHint=true. The description adds that results are 'newest first' and 'live (non-superseded)', plus the note about no LLM/similarity search, providing useful context beyond annotations.

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?

Description is relatively concise but covers essential aspects: purpose, usage guidance, and one parameter explanation. Could be slightly tighter, but overall well-structured and front-loaded.

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

Completeness4/5

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

For a read-only tool with 3 params and no output schema, the description covers purpose, usage, and one param. Missing details on limit/namespace are minor given the tool's simplicity and annotations.

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 description coverage is 0%. The description explains the 'kinds' parameter (comma-separated list of options), but does not explain 'limit' or 'namespace', leaving gaps for the agent.

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 that the tool returns 'the current durable state of a project/scope: the live (non-superseded) decisions, constraints, facts, and preferences, newest first.' It uses specific verbs and resources, and differentiates from siblings by noting when 'recall under-retrieves'.

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 states when to use: 'Use this to ONBOARD into a project or before planning — when a broad 'what's the current state?' has no single matching turn, so recall under-retrieves.' Also notes what it is not: 'Not a similarity search and no LLM.'

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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