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Glama

Persona evaluation — everything learned about the user so far

goldfish_persona
Read-only

Retrieve a cumulative persona file of evidence-linked patterns about a user from past reflection calls to shape tone or mention relevant observations.

Instructions

The cumulative persona file: every insight note, aggregated into one document.

Entirely optional and at your own discretion — nothing requires you to call this or to use what it returns. It exists so a capable agent can occasionally draw on real, evidence-linked patterns about the user built up over goldfish_reflect calls over time — to shape tone, or catch something worth mentioning — the way a good long-term collaborator would.

Every entry traces back to cited evidence (see goldfish_reflect); nothing here is a diagnosis, and entries are meant to be revisited as they age, not treated as permanent truth. Use judgment about whether and when surfacing something from this file actually helps the user in the moment — this is not a mandate to comment on who they are.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observedv0.1.0

TDQS

A4.4/5.0
Behavior4/5

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

Annotations already declare readOnlyHint=true, so the safety profile is covered. The description adds genuinely useful behavioral context beyond that: entries are evidence-linked, explicitly 'not a diagnosis,' and meant to be revisited as they age — framing the reliability and intent of the data the agent receives.

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?

Purpose is front-loaded in the opening sentence. A few sentences restate the discretionary nature of the call ('entirely optional,' 'at your own discretion,' 'nothing requires you to call this,' 'not a mandate'), which is mild redundancy, but the overall length is warranted for a tool whose entire value proposition is tonal/behavioral.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness5/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

With an output schema present, return values need no explanation, and with zero parameters there is no input surface to fill. The description supplies purpose, provenance, usage judgment, and behavioral framing — everything an agent needs to decide whether and how to call it.

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 nothing for the description to disambiguate. Baseline 4 applies.

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 first sentence states a specific resource — a cumulative persona file aggregating insight notes into one document — and explicitly ties it to goldfish_reflect as the source of the underlying entries. An agent can distinguish this retrieval tool from goldfish_reflect (which generates the insights) without opening a schema.

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?

It states the call is 'entirely optional' and offers concrete conditions for use (shape tone, catch a pattern worth mentioning), plus the caveat not to treat surfaces as a mandate. It lacks an explicit when-NOT-to-use or a direct comparison to siblings like goldfish_recall or goldfish_context, so it stops short of full routing guidance.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.