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Liliphant

quickstart-liliphant

Read-only

Liliphant API quickstart: read the user's meetings and ask questions answered from what people actually said. Load before any Liliphant task. Call this to load the full instructions for this skill before doing the task.

Input Schema

NameRequiredDescriptionDefault

No arguments

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

B3.4/5.0
Behavior3/5

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

Annotations already declare readOnlyHint=true, destructiveHint=false, and openWorldHint=false, so the safety profile is covered. The description adds that the tool returns instruction text rather than data, but does not say anything about the size, format, or persistence of what is returned.

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?

Two sentences, but the second half of sentence one pre-empts the actual instruction in sentence two, and 'before any Liliphant task' / 'before doing the task' repeat the same timing rule. The load-first directive should be front-loaded instead of buried after capability prose.

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 simple no-param loader this is close to sufficient, and there is no output schema to explain. However, with no output schema and no statement of what the returned instructions look like or how long they are, an agent cannot anticipate the payload it is about to ingest.

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?

The tool takes zero parameters, so there is no parameter semantics to explain; the baseline for a no-param tool is 4. The description correctly describes an argument-free invocation.

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

Purpose3/5

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

The operative sentence, 'Call this to load the full instructions for this skill,' states the real function, but the opening clause describes the API's capabilities (read meetings, ask questions) rather than what this zero-param tool does. An agent must reconcile two different framings to understand this is an instructions/skill loader.

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?

'Load before any Liliphant task' gives an explicit, unconditional timing rule that an agent can act on without inference. It stops short of naming specific siblings (ask_a_question, list_meetings) as the follow-on tools this quickstart enables.

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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