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Briefings topics

briefings_topics
Read-onlyIdempotent

Which engineering topics have curated briefings, how many links each has and the newest links across all of them. Each link comes with its source, source type and a two-line summary. Topics are public bookmark folders (CUDA, inference, RAG, agents…). Each item is a post someone saved, its main source, the source type and a two-line summary in English and Portuguese. ?resumo=1 returns only total and each topic's slug and total. 404 until the first publication.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

Schema Changelog

Changes observed during successful MCP inspections.

  1. Added

TDQS

A3.5/5.0
Behavior4/5

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

Annotations already cover the safety profile (readOnly, idempotent, non-destructive), and the description adds real value on top: item contents (source, source type, two-line summary in English and Portuguese) and the '404 until the first publication' availability constraint. It stops short of describing pagination or ordering of the 'newest links'.

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

Conciseness3/5

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

Reasonably front-loaded, but it repeats the same payload description twice ('source, source type and a two-line summary' appears in both the second and fourth sentences), and the first sentence is a run-on combining counts and newest links. A trim would help.

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?

With no output schema, the description carries the return-shape burden and does so adequately, enumerating topics, counts, links and per-item fields, plus the slim `?resumo=1` variant. The main gap is that it never clarifies its relationship to briefings_links.

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?

Zero declared parameters, so the baseline is 4. The description does mention a `?resumo=1` query flag that returns only `total`, `slug` and `total` per topic, which is useful semantics, though oddly it is not represented in the empty input schema.

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

Purpose4/5

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

States a specific resource (engineering topics with curated briefings) and the returned quantities (counts plus newest links), which is well beyond a tautology. However, it never distinguishes itself from the sibling briefings_links, so an agent must guess which of the two to pick.

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?

There is no when-to-use or when-not-to-use guidance and no named alternative, despite briefings_links being an obviously overlapping sibling. The only usage-adjacent detail is the `?resumo=1` slim-mode flag, which is a mode switch rather than routing advice.

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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