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Frontier: evidence-scored science breakthroughs

How the Frontier Score works

explain_frontier_score
Read-onlyIdempotent

The Frontier Score method: its three pillars and what each measures, recency, the integrity rule, tiers and confidence.

Input Schema

NameRequiredDescriptionDefault

No arguments

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

B3.3/5.0
Behavior3/5

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

Annotations already declare this a read-only, idempotent, non-destructive, closed-world tool, so the behavioral bar is low. The description adds that the content is explanatory/conceptual (methodology, rules, tiers), which is useful context, but it doesn't say anything about output shape or depth beyond that. A 3 reflects modest added value over the annotations.

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?

A single, front-loaded sentence that enumerates the subtopics covered. It is efficient and wastes no words, though the list-style phrasing is slightly dense.

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 zero-parameter, read-only explainer with no output schema or sibling differentiation, the description is adequate but leaves gaps: it doesn't say the call returns explanatory text versus a computed score, nor how it relates to the other breakthrough tools. It is minimally viable rather than fully complete.

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 are no parameter semantics to clarify and the baseline is 4. The description appropriately focuses on the resource instead of parameters.

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?

States a specific resource (the Frontier Score method) and enumerates the topics it covers: three pillars, recency, integrity rule, tiers, confidence. It reads as documentation/explanation rather than fetching a score value, which is clear, though it does not distinguish itself from siblings like get_breakthrough or list_fields.

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 indication of when an agent should call this versus related siblings (get_breakthrough, search_breakthroughs). Usage is only implied by the resource name; there is no when-to-use or when-not-to-use guidance.

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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