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christophejlegros-lgtm

ASTRA — Unified Research Lab + MCP Server

tcai_metrics

Compute consciousness proxy metrics including GNW, Effective Information, Φ̃-RIIU, and composite scores for neuromorphic simulations.

Instructions

Consciousness proxy report: GNW metrics, Effective Information, Φ̃-RIIU, composite score

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

Behavior3/5

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

The description implies a read-only report ('report'), but there are no annotations and no explicit statement about side effects or required state. For a reporting tool, the risk is low, but the description carries the full burden and lacks detail.

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?

The description is a single sentence of 10 words, front-loading key information. It is extremely concise with no unnecessary words.

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 report with no parameters and no output schema, the description names the metrics but does not explain their significance or the return format. Given the complex domain, a bit more context would be helpful.

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 has zero parameters, and the schema coverage is 100% (empty schema). The description does not need to add parameter semantics. Baseline for 0 parameters is 4.

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 states it provides a 'Consciousness proxy report' listing specific metrics (GNW, Effective Information, Φ̃-RIIU, composite score). This clearly indicates what the tool does, but it does not differentiate from siblings like 'tcai_second_order' or 'tcai_metaconsciousness'.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines2/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

No guidance is provided on when to use this tool versus alternatives. There is no mention of prerequisites, context, or exclusion criteria, which is a significant gap given the number of related sibling tools.

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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