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liyexiaoyi

mnemosis-mcp

by liyexiaoyi

review_load

Estimate upcoming review pressure by calculating due, overdue, and upcoming items within N days, including weak traces and a weighted load index.

Instructions

Estimate upcoming review pressure: due now, overdue, due within N days, weak traces, and a weighted load index.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
daysNo
Behavior2/5

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

With no annotations, the description carries full burden for side effects and safety. The word 'estimate' implies a read-only calculation, but it does not explicitly confirm non-mutation, permissions, or dependencies. The focus is on output metrics rather than behavioral traits.

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?

One sentence, front-loaded with purpose, lists metrics compactly. No redundant 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?

Given one optional parameter and no output schema, the description gives a good overview of returned metrics but leaves 'weak traces' and 'weighted load index' undefined, and does not clarify output format or default for 'days'.

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?

The description maps the 'days' parameter to 'due within N days', providing practical meaning beyond the bare schema. It does not specify default behavior or effects on other metrics, but for a single optional parameter this is a meaningful addition.

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 estimates review pressure with a specific set of metrics (due now, overdue, due within N days, weak traces, weighted load index). This distinguishes it from sibling tools such as review_due or practice_forecast.

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

Usage Guidelines2/5

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

The description provides no guidance on when to use this tool versus alternatives, nor any prerequisites or exclusions. It only states what it does, leaving the agent to infer appropriate 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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