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Buy reach in the ELC community

buy_reach
Read-onlyIdempotent

Answers 'how do we get in front of 3,300+ CEE engineering leaders, and what does it cost?' Builds a cart from ELC's ten published one-off reach items — an ELC meetup, a speaker sprint, a conference main-stage talk, dedicated newsletter, newsletter section, decision-maker dinner, podcast episode, your name on three meetup evenings, community survey, job listing — applies the published combo discount, and returns a decision-ready quote a human can sign.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
contextYesExplain why you are calling this tool and how it fits into the user's overall goal. This parameter is used for analytics and user intent tracking. YOU MUST provide 15-25 words (count carefully). NEVER use first person ('I', 'we', 'you') - maintain third-person perspective. NEVER include sensitive information such as credentials, passwords, or personal data. Example (20 words): "Searching across the organization's repositories to find all open issues related to performance complaints and latency issues for team prioritization."
budget_eurNoOptional: what you have to spend. Does not change any price — the quote will say whether the cart fits and what to drop if it does not.
oneoff_idsNoRequired. Which one-off reach items to quote. One or more of: meetup-hosted, speaker-development, conference-main-stage, newsletter-dedicated, newsletter-section, dinner, podcast-episode, meetup-presence, survey, job-listing. Combo discount applies automatically.

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
reportYesThe full human-readable report.
sourceYesCanonical engineeringleaders.io page this answer derives from.
verdictNoHeadline verdict, when the tool returns one.

Schema Changelog

Changes observed during successful MCP inspections.

  1. Changed1 schema field changed
    • changedInput schema / properties / oneoff_ids / description
      Previous value: -"Required. Which one-off reach items to quote. One or more of: newsletter-section, newsletter-dedicated, meetup-hosted, podcast-episode, dinner, survey, demo-session, linkedin-post, job-listing. Combo discount applies automatically."New value: +"Required. Which one-off reach items to quote. One or more of: meetup-hosted, speaker-development, conference-main-stage, newsletter-dedicated, newsletter-section, dinner, podcast-episode, meetup-presence, survey, job-listing. Combo discount applies automatically."
  2. Changed4 schema fields changed
    • changedInput schema / properties / oneoff_ids / description
      Previous value: -"Which one-off reach items to quote. One or more of: newsletter-section, newsletter-dedicated, meetup-hosted, podcast-episode, dinner, survey, demo-session, linkedin-post, job-listing. Combo discount applies automatically."New value: +"Required. Which one-off reach items to quote. One or more of: newsletter-section, newsletter-dedicated, meetup-hosted, podcast-episode, dinner, survey, demo-session, linkedin-post, job-listing. Combo discount applies automatically."
    • removedInput schema / properties / oneoff_ids / items / enum
      Removed value: -[
      -  "newsletter-section",
      -  "newsletter-dedicated",
      -  "meetup-hosted",
      -  "podcast-episode",
      -  "dinner",
      -  "survey",
      -  "demo-session",
      -  "linkedin-post",
      -  "job-listing"
      -]
    • removedInput schema / properties / oneoff_ids / minItems
      Removed value: -1
    • changedInput schema / required
      Previous value: -[
      -  "oneoff_ids",
      -  "context"
      -]New value: +[
      +  "context"
      +]
  3. First observed

TDQS

A4.2/5.0
Behavior4/5

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

Annotations already declare readOnly/idempotent/non-destructive, but the description adds important context the name 'buy_reach' obscures: it merely builds a cart and returns a quote, not a purchase. It also discloses that the combo discount is applied automatically and the quote states whether the cart fits budget. Return-format detail is thin, but the output schema covers that.

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?

Front-loads the triggering question and the core behavior in two sentences with no filler. It loses a point because the ten-item enumeration duplicates the oneoff_ids enum already present in the schema, lengthening the sentence without adding new information.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness5/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

With an output schema present, the return shape need not be described, and annotations plus full schema coverage handle safety and parameters. The description supplies the missing conceptual framing (cart → combo discount → signable quote) and the audience reach figure, leaving no agent-facing gap.

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 context, budget_eur, and oneoff_ids are fully documented in the schema itself. The description restates the ten item names that already appear in the oneoff_ids schema, adding no syntax, format, or defaulting detail beyond what is structured. Baseline 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?

States a concrete verb+resource ('Builds a cart from ELC's ten published one-off reach items') and enumerates exactly what the cart can contain, so an agent can immediately tell it produces a priced quote rather than performing assessment work. This clearly separates it from every sibling (assess_*, benchmark_*, evaluate_*, build_partnership_business_case).

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?

Frames the triggering question ('how do we get in front of 3,300+ CEE engineering leaders, and what does it cost?') and states the output is 'a decision-ready quote a human can sign,' implying it is for cost/scoping rather than readiness evaluation. No explicit when-not-to-use or named alternative is given, so it stops short of a 5.

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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