Skip to main content
Glama

Tuatara How It Evolves

tuatara_how_it_evolves
Read-onlyIdempotent

How the hedge fund keeps optimizing itself, as a cybernetic loop — senses (daily attribute vectors), brain (the neural network retrained daily), reflexes (lever changes gated by backtests, reverted when worse), growth (new funds and legs proposed), immune system (fail-closed guards), memory (the outcome ledger) — each stage with TODAY's live number and where to see it, and whether it is measurably getting stronger (a flat or falling trend is said plainly). Quote its numbers; never claim improvement it does not show. (no key needed)

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": "tuatara_how_it_evolves"
  }
}

Input Schema

NameRequiredDescriptionDefault

No arguments

Schema Changelog

Changes observed during successful MCP inspections.

  1. Added

TDQS

A3.7/5.0
Behavior4/5

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

Annotations already declare readOnly/idempotent/non-destructive, so the safety profile is covered. Beyond that the description adds real behavioral context: it returns per-stage live figures with pointers to where each is visible, reports trend direction including flat or falling trends 'plainly', and notes '(no key needed)'. It still says nothing about response size or shape, which matters with no output schema.

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?

The core is front-loaded and the six-stage enumeration is efficient, but the whole description is one dense run-on sentence relying heavily on em-dash appositives and metaphor ('immune system', 'reflexes'), which costs parseability. The final honesty directive repeats the earlier trend caveat, so a sentence is partly redundant.

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?

With no output schema, the description must carry return-value meaning, and it does: six named stages, each with today's live number, a location pointer, and a trend signal. What remains unspecified is the serialization and volume of that response, but for a zero-param read-only overview tool an agent has enough to call it and interpret the result.

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 the baseline is 4; there is no parameter semantics to explain and the description correctly spends no words on inputs.

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?

The description conveys a specific intent: a cybernetic-loop explainer of how the hedge fund optimizes itself, returning today's live number for each of six named stages (senses, brain, reflexes, growth, immune system, memory). The staged breakdown makes the content concrete, but it never positions itself against obvious siblings such as get_fund_methodology or get_fund_history, leaving the agent to infer differentiation.

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?

Usage is only implied — the framing 'how it evolves' and 'TODAY's live number' suggests an orientation/overview call, but there is no explicit when-to-use, when-not-to-use, or named alternative. The closing instruction 'Quote its numbers; never claim improvement it does not show' is a useful output-handling constraint, not invocation guidance.

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

Try in Browser

Glama MCP Gateway

Add one secure layer between your agents and this server.

Resources