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jagoff

MEMO MCP Server

by jagoff

memo_procedure_candidates

Read-onlyIdempotent

Identify outcome-backed memories that meet success and utility thresholds, ready for promotion into reusable procedures.

Instructions

List outcome-backed memories ready for procedural promotion.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
limitNoMaximum candidates returned (clamped to 1-500).
min_utilityNoMinimum outcome utility score, clamped to 0-1.
min_successesNoMinimum successful outcomes a memory needs (floor 1).

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

Behavior3/5

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

Annotations already indicate read-only and idempotent behavior. The description adds context about the specific subset of memories returned, but no additional behavioral traits (e.g., pagination, auth requirements) 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.

Conciseness5/5

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

The description is a single, lean sentence with no wasted words. It is front-loaded with the key action and criteria.

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?

Given the output schema exists and annotations cover safety, the description sufficiently explains the tool's purpose. It is complete for a simple filtered-list tool with no hidden complexity.

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 parameters are well-documented. The description does not add any parameter-level details beyond what the schema provides, meeting the baseline for full coverage.

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's function: listing memories that are 'outcome-backed' and 'ready for procedural promotion'. It uses specific verbs and resource, and distinguishes itself from siblings like memo_list (generic list) and memo_procedure_promote (promotion action).

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

Usage Guidelines3/5

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

No explicit guidance on when to use this tool versus alternatives. The naming and sibling list imply that it is a precursor to memo_procedure_promote, but the description does not state this or provide exclusions.

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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