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Draft marketing content

gtm_generate_content

Generate and persist a new GTM content draft for the authenticated user.

Input Schema

NameRequiredDescriptionDefault
countNoNumber of variants to generate (1-20)
channelNoDelivery channel. One of: x|linkedin|facebook|instagram|youtube|email|webx
languageNoOptional language
appSourceNopromptui | custom session idpromptui
_confirmedNoSet to true only after the user has explicitly approved this exact write or credit-spending action.
campaignIdNoOptional campaign id
contentClassNoContent class. One of: product_led|brand_led|domain_led|offer_ledproduct_led
operatorPromptNoOptional operator instruction for the generator
deliverableTypeNoDeliverable type. One of: post|thread|launch_pack|bio|promo_campaign|educational_series|landing_copy|visual_brief|seo_blog_post|seo_landing_page|llms_txtpost

Schema Changelog

Changes observed during successful MCP inspections.

  1. Changed1 schema field changed
    • changedInput schema / properties / deliverableType / description
      Previous value: -"Deliverable type. One of: post|thread|launch_pack|bio|promo_campaign|educational_series|landing_copy|cinematic_video_teaser|visual_brief|seo_blog_post|seo_landing_page|llms_txt"New value: +"Deliverable type. One of: post|thread|launch_pack|bio|promo_campaign|educational_series|landing_copy|visual_brief|seo_blog_post|seo_landing_page|llms_txt"
  2. Changed1 schema field changed
    • addedInput schema / properties / _confirmed
      Added value: +{
      +  "default": false,
      +  "description": "Set to true only after the user has explicitly approved this exact write or credit-spending action.",
      +  "type": "boolean"
      +}
  3. First observed

TDQS

B3.2/5.0
Behavior3/5

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

The annotations already declare this as a non-read-only, non-destructive, non-idempotent write operation. The description adds that the draft is persisted for the authenticated user, which is useful context, but it does not mention credit spending, the required _confirmed approval, or what happens on repeated calls.

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 a single, front-loaded sentence with no wasted words. It is appropriately concise, though it could carry slightly more operational context without becoming bloated.

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?

For a nine-parameter generation tool with no output schema, the description is minimal. It does not explain that this creates a draft rather than publishing it, nor does it mention the approval gate implied by _confirmed, which is important context for a write/credit-spending action.

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 all nine parameters are already documented in the schema, including count, channel, deliverable type, and _confirmed. The description adds no parameter-level meaning beyond the schema, so the baseline score of 3 is appropriate.

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 uses a specific verb phrase, 'Generate and persist a new GTM content draft,' and scopes it to the authenticated user. It clearly identifies the resource as a content draft, which distinguishes it from gtm_publish_content and gtm_list_content, though it does not explicitly name or contrast with siblings.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines2/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The description gives no explicit when-to-use guidance, prerequisites, or alternatives. It does not say when to choose this over gtm_publish_content, gtm_list_content, or other content-related siblings.

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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