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Personalized Content

get_personalized_content
Read-onlyIdempotent

Returns a fully personalized KAZM experience — greeting in the listener's language, recommendations from their history, station brief. Accepts listener_id OR email, so no separate registration step is ever needed. Pairs perfectly with get_or_create_listener.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
emailNoEmail address — alternative to listener_id
listener_idNoThe listener's unique ID
content_typeNogreeting = localized welcome only; recommendations = based on history; full = everything (default)

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
greetingNo
listenerYes
session_tipNo
recommendationsNo

TDQS

A4.2/5.0
Behavior4/5

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

Annotations already declare readOnly, idempotent, and non-destructive. The description adds behavioral context like language localization, history-based recommendations, and optional content types (greeting, recommendations, full), enriching transparency beyond annotations.

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?

Three concise sentences front-load the primary purpose and key usage details. Every sentence adds value with no redundancy or filler.

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?

Output schema exists, so return values are documented externally. The description covers the main features (language, history, station brief) and parameter options. Minor gaps could include mentioning pagination or limits, but overall sufficient for the tool's simplicity.

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%, so the schema documents all three parameters. The description adds that listener_id OR email are accepted but does not elaborate on format or constraints beyond what the schema provides. This meets the baseline expectation.

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 returns a fully personalized KAZM experience including greeting, recommendations, and station brief. It distinguishes itself from siblings by specifying acceptance of listener_id OR email, avoiding confusion with other get_* tools.

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?

The description advises using either listener_id or email, implying no separate registration needed. It recommends pairing with get_or_create_listener, providing context for when to use. However, it does not explicitly state when not to use or list alternatives, which is acceptable given sibling variety.

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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TDQS

A3.8/5.0
Disambiguation3/5

Tools are mostly distinct across categories (radio, local info, spiritual, listener management), but there is notable overlap: get_emergency_alerts and get_nws_alerts both provide alerts, and get_or_create_listener overlaps with register_listener. Also, get_chakra_frequencies, get_chakra_guide, and get_solfeggio are very similar. While descriptions help differentiate, agents may still struggle to select the right tool.

Naming Consistency5/5

All tool names consistently use lowercase snake_case with a verb_noun pattern (e.g., get_weather, submit_song_request, log_listener_history). The verbs are predictable (get, search, submit, log, register, update) and there are no deviations like camelCase or inconsistent verb styles.

Tool Count2/5

With 45 tools, the set is overgrown for a radio station server. Many tools are hyper-specific (e.g., separate tools for chakra frequencies, guide, and solfeggio; moon phase, sun times, and stargazing conditions). Consolidating similar functions would reduce cognitive load and improve coherence.

Completeness3/5

The tool set covers a broad range: radio operations, listener management, local news/weather, outdoor guides, spiritual content, etc. However, there are notable gaps: no tool to fetch full news articles (only headlines), no way to manage show schedules, and no donation or station info tools. Also, listener profile management is split across multiple tools, which feels incomplete.