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Articles at risk (revenue × broken-link cross-join)

at_risk_articles

Articles that are earning affiliate commissions AND have broken affiliate links on the page — the revenue currently leaking each month. This is the cross-join between WeCanTrack revenue data and LinkPulse's local link scanner. Returns empty if the site has no broken links on earning articles. Use this to answer "where am I losing money" and prioritize fixes.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
daysNoRevenue window in days (default 30).

TDQS

A3.8/5.0
Behavior3/5

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

No annotations provided, so description carries full burden. Discloses data source cross-join and empty return behavior. However, lacks details on permissions, latency, or whether the result is cached or real-time.

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?

Three sentences conveying purpose, data source, and use case. Could be slightly more concise but lacks fluff and front-loads key information.

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?

Adequate for a simple tool with one parameter and no output schema, but does not describe output fields (e.g., article URL, revenue lost). This gap reduces completeness.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Only one parameter 'days' with full schema description coverage. Description does not add extra semantics beyond the schema's 'Revenue window in days'. Baseline of 3 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?

Clearly defines the tool as returning articles earning affiliate commissions with broken links, specifying the cross-join of two data sources. Differentiates from siblings like broken_links (only broken links) and revenue_summary (aggregate revenue).

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?

Explicitly states when to use: to answer 'where am I losing money' and prioritize fixes. Mentions empty return condition. Could be improved by contrasting with siblings like broken_links for cases without revenue context.

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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TDQS

A4.2/5.0
Disambiguation5/5

Each tool has a distinct purpose: at_risk_articles combines broken links with revenue loss, broken_links lists all broken links, revenue_summary gives revenue data, suggest_replacement finds alternatives, and top_articles shows top earners. There is no overlap.

Naming Consistency5/5

All tool names follow a consistent snake_case pattern with descriptive terms like adjective_noun (at_risk_articles, broken_links) or verb_noun (suggest_replacement). No mixing of conventions.

Tool Count5/5

5 tools is well-scoped for a server focused on affiliate link management and revenue optimization. Each tool serves a clear purpose without redundancy.

Completeness3/5

The set covers finding broken links, assessing revenue impact, and suggesting replacements, but lacks an 'apply_fix' tool to actually implement changes, which is mentioned as v1.1. Missing update/delete functionality for links.

Resources