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Aleksei Shipulin — CV, projects and writing

Meet Aleksei Shipulin

overview
Read-onlyIdempotent

Get a concise professional profile and the available case studies, essays and blog topics. Start here to explore research leadership, building products from an idea to release, and practical AI experiments.

Tool call template

This tool declares no required parameters. Add optional parameters from the input schema as needed.

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

Input Schema

NameRequiredDescriptionDefault
langNoLanguage of the returned edition; defaults to English.en

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A3.6/5.0
Behavior3/5

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

Annotations already declare readOnlyHint, idempotentHint, destructiveHint=false and closed-world scope, so safety is fully covered. The description adds that the return is a *concise* profile plus a catalog of available content, which usefully signals summary-level depth rather than full text. It says nothing about how the index relates to subsequent retrieval, which is the one behavior a landing tool should clarify.

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?

Two sentences, front-loaded with the deliverable before the motivational framing. The closing list ('research leadership, building products from an idea to release, and practical AI experiments') is topical flavor rather than operational information, but it is brief enough not to be a real cost.

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?

For a no-required-param entry point with no output schema, the description should indicate what the agent receives and what to do next. It conveys the content categories but not the shape of the index (titles? ids? links?) nor how to proceed to read a specific item, leaving a gap an agent will hit immediately.

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% and the single optional `lang` parameter is fully documented with enum and default in the schema. The description never mentions language editions at all, so it adds no meaning beyond the schema; baseline 3 applies.

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 concrete verb and resource: 'Get a concise professional profile and the available case studies, essays and blog topics.' The word 'concise' and the content-index framing distinguish it from a full profile reader, though it never names get_profile or read_content directly. An agent can tell it is the summary/landing endpoint, not a deep-detail tool.

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

Usage Guidelines4/5

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

'Start here to explore...' gives explicit entry-point guidance, which is the key usage signal for an overview tool. It stops short of stating when-not-to-use it or pointing to the follow-up tools (read_content, search_content) once the agent has the index.

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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