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rohanvinaik

ModelAtlas

by rohanvinaik

phase_e_status

Track web enrichment progress and statistics for AI models: enriched count, benchmark scores, anchor links, and run history.

Instructions

Show Phase E web enrichment progress and statistics.

Reports how many models have been enriched from web sources, benchmark scores found, anchor links added, and recent run history.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
resultYes
Behavior2/5

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

No annotations are provided, so the description must fully disclose behavior. It lists the types of statistics shown (models enriched, scores, anchor links, run history) but does not mention data freshness, authentication needs, rate limits, or whether the operation is read-only. For a zero-parameter tool, more behavioral context would be helpful.

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 only two sentences, front-loaded with the main purpose. Every word contributes meaning: the first sentence gives the overall task, the second lists specific outputs. No fluff or redundant statements.

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?

Given the tool has zero parameters and an output schema (present), the description is sufficient. It explains what the tool does and the main data it reports. The output schema presumably covers detailed return fields, so the description does not need to enumerate them. It is complete for a simple status tool.

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?

There are zero parameters, so the schema description coverage is 100% by default. The description does not need to add parameter semantics. However, it reinforces that no parameters are required, which is consistent.

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 description clearly states that the tool shows Phase E web enrichment progress and statistics. It specifies the resource (Phase E web enrichment) and the action (show). The description distinguishes this from sibling tools like hf_build_index or hf_compare_models, which are about building or comparing models, not reporting status.

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?

The description indicates a read-only status-check tool, but provides no explicit guidance on when to use it versus alternatives. No 'when to use' or 'when not to use' statements are included. The context implies usage for checking enrichment progress, but that is not stated directly.

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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