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FDE Lessons + WARN Feed

warn_feed_current

PAID. Current WARN Act layoff filings (company, location, notice date, effective date, workforce affected, official source URL), newest first. A company that just filed a mass-layoff notice is re-evaluating its vendor stack inside ~90 days — this is the 'why now' signal for prospecting agents. Requires a machine payment (MPP over Stripe). If unpaid, returns the exact payment challenge and the URL to retry against.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
daysNoLookback window in days, default 30, max 90.
stateNoOptional CSV of state codes, e.g. 'CA,TX'.
min_employeesNoOptional floor on workforce affected.

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A4/5.0
Behavior4/5

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

With no annotations supplied, the description carries the disclosure burden and does a good job: it flags that the feed is paid, requires an MPP/Stripe payment, and specifies the unpaid response returns a payment challenge with a retry URL. It also states the ordering and output field set, though it does not explicitly describe the success response shape or other error cases.

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 dense but economical: payment status, payload fields, ordering, use-case, and unpaid behavior are each covered in a single short passage with no redundant filler. The most actionable constraint, 'PAID.', is front-loaded.

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?

For a read-only feed with three optional parameters and no output schema, the description provides the returned fields, ordering, and payment semantics needed to call it. It could be more complete by mentioning how many records are returned, date formatting, or explicit restrictions versus the preview sibling, but nothing essential is missing.

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?

Schema description coverage is 100%, so the structured schema already explains days, state, and min_employees. The description adds no new parameter nuances beyond the schema, so the baseline of 3 applies.

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 clearly indicates this tool returns current WARN Act layoff filings with a specific field list and newest-first ordering, and the leading 'PAID.' plus 'current' separates it from the sibling warn_feed_preview. It lacks an explicit verb like 'retrieves' and does not directly name its sibling, so it stops just short of a perfect purpose statement.

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?

It gives a concrete use case: prospecting agents can treat a recent mass-layoff filing as a 'why now' signal for vendor re-evaluation. It does not however state when to avoid this tool or prefer warn_feed_preview or other siblings, so exclusions are left implied.

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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