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Aleksei Shipulin — CV, projects and writing

Explore connected ideas

related_content
Read-onlyIdempotent

Find posts connected by explicit editorial links or shared tags. Each result states the connection; this does not infer a professional achievement.

Tool call template

Replace each placeholder with a value matching the input schema. Only required parameters are included; add optional parameters as needed.

{
  "id": 1,
  "jsonrpc": "2.0",
  "method": "tools/call",
  "params": {
    "arguments": {
      "id": "<id>"
    },
    "name": "related_content"
  }
}

Input Schema

NameRequiredDescriptionDefault
idYesExact item id or translation key returned by search_content or overview.
langNoLanguage of the returned edition; defaults to English.en
limitNo

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A3.8/5.0
Behavior4/5

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

Annotations already declare readOnlyHint=true, idempotentHint=true, openWorldHint=false and destructiveHint=false, so the safety profile is covered. The description adds value beyond that in two ways: it discloses that each result carries the reason for the connection, and it explicitly forbids inferring professional achievement from a link — a semantic guardrail the annotations cannot express.

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 short sentences, zero filler. The mechanism and the scope come first, and the interpretive caveat is placed last where it belongs as a qualifier rather than a lead.

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 three-parameter read-only exploration tool with annotations and no output schema, the definition covers what the tool does, how results are justified, and one important non-inference. Minor gaps remain: nothing on ordering, empty-result behavior, or how 'limit' interacts with a link graph, but these are marginal.

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 67%: 'id' and 'lang' are documented in the schema, while 'limit' has only default/min/max bounds and no description. The description adds no parameter meaning at all — no note that 'id' must come from a prior search or that 'lang' selects the edition — so it neither compensates for the gap nor enriches the documented fields.

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 verb ('Find') plus the resource ('posts') and the exact linkage mechanism ('explicit editorial links or shared tags'), which an agent can use to distinguish this exploratory lookup from search_content or read_content. It stops short of naming a sibling, so differentiation is by implication rather than explicit contrast.

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?

Usage is implied by the mechanism described (following links or tags from a known id), and the second sentence rules out one misuse (treating results as evidence of professional achievement). There is no explicit when-to-use/when-not versus search_content, find_evidence_for_role, or read_content.

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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