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Lombardo Cycle

Latest daily readout

get_latest_readout
Read-onlyIdempotent

Get the latest daily Bitcoin cycle readout published on cycle.lombardo.life: headline and plain-English facts (price, power-law fair value, cycle phase, key levels). Read-only.

Input Schema

NameRequiredDescriptionDefault

No arguments

Output Schema

NameRequiredDescriptionDefault
noteNo
as_ofNo
factsNo
headlineNo
source_urlNo
edition_urlNo

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A4/5.0
Behavior3/5

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

Annotations already declare readOnlyHint, idempotentHint, destructiveHint=false and openWorldHint=false, and the description's 'Read-only' merely restates that. It does add that content is sourced from the external site cycle.lombardo.life, which is useful provenance (and slightly in tension with openWorldHint=false, though 'published on' suggests a cached/internal mirror rather than live browsing).

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 with a colon-delimited payload list plus a two-word safety note. Front-loaded with the resource and the 'latest' qualifier; nothing is padded.

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?

An output schema exists, so return-value detail need not be explained here, and no parameters or side effects need elaboration. The only minor gap is the absence of any freshness/staleness cue (e.g. how often the daily readout updates) for a tool whose entire value proposition is recency.

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 parameters, so there is nothing to disambiguate and the schema is trivially complete. The description instead spends its words describing what the response contains, which is the right use of space for a no-arg tool.

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?

States a specific verb (get), a specific resource (latest daily Bitcoin cycle readout), and enumerates the payload contents (headline, price, power-law fair value, cycle phase, key levels). This distinguishes it clearly from siblings like get_readout (presumably by date/id) and get_fair_value (single metric).

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?

The word 'latest' implies a use case (current snapshot rather than a historical readout), but the description never explicitly says when to prefer this over get_readout or list_readouts. Usage is inferable rather than stated.

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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