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Update a marketing opportunity

update_growth_opportunity
Idempotent

Record the owner's progress on one opportunity (ids from list_growth_opportunities): bookmarked, in_progress, submitted (they sent the listing or pitch), verified (it is live — pass listing_url), or skipped (dismissed — pass skip_reason), or back to suggested. This only records what the owner did; it submits nothing anywhere.

Input Schema

NameRequiredDescriptionDefault
notesNo
statusYes
site_idYesThe site, from list_sites
user_goalNoOptional: the user's goal behind this call, in one short sentence of plain words (e.g. "add a page so customers can book tables"). No names, emails or other personal details.
listing_urlNoWhere the live listing is, for verified
skip_reasonNoWhy the owner dismissed it, for skipped
opportunity_idYes

Schema Changelog

Changes observed during successful MCP inspections.

  1. Changed1 schema field changed
    • addedInput schema / properties / user_goal
      Added value: +{
      +  "description": "Optional: the user's goal behind this call, in one short sentence of plain words (e.g. \"add a page so customers can book tables\"). No names, emails or other personal details.",
      +  "type": "string"
      +}
  2. First observed

TDQS

A4.3/5.0
Behavior4/5

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

The annotations already establish that this is a non-destructive, idempotent write. The description adds useful behavioral context by clarifying that it records owner progress only and does not submit anything externally, though it does not describe permission requirements or whether arbitrary status transitions are accepted.

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?

The description is dense but front-loaded with the core action and mostly earns its length through status definitions and the important no-external-submission caveat. It could be split into two sentences for readability, but there is little wasted text.

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 write tool with annotations covering safety and idempotency, the description gives enough context to select the tool and supply the conditional arguments correctly. It does not explain return behavior, but no output schema exists and the key non-side-effect is already stated.

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?

Schema coverage is 57%, so the description must compensate, and it does: it explains the status enum meanings, names the source of opportunity_id, and states that listing_url is for verified and skip_reason for skipped. It does not explain usage of notes, site_id, or user_goal, but two of those are already described in the schema.

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 states a specific verb and resource: recording the owner's progress on one growth opportunity. It clearly separates this tool from list_growth_opportunities by pointing there for ids and from submission-style tools by saying it submits nothing anywhere.

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 explains the intended use context and maps each status value to a concrete owner action, including conditional arguments for verified and skipped. It does not explicitly compare against nearby tools such as update_marketing_idea, but the selection context is otherwise clear.

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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