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campaignstack_follow_profile

Destructive

Ask CampaignStack to follow a profile from a connected LinkedIn account, so their posts reach the owner's feed. Call this when the user asks to follow a specific person. platform is required (currently "linkedin"). Name the person with leadId, which is the supported form; profileUrl is accepted for someone already in the workspace. The workspace's only connected LinkedIn account is used automatically, or pass accountId (campaignstack_get_accounts). A follow is visible to that person and notifies them; it does not send a connection request, use campaignstack_send_connection_request for that. This reaches a real person. Before calling it, tell the user exactly who it goes to and read the wording back to them, and wait for an explicit yes. One person per call. There is no bulk form, and calling this in a loop over a list is not the supported way to reach a list: add the leads with campaignstack_edit_lead_list and run a workflow over it with campaignstack_trigger_workflow, which paces the sends and applies the review step the workspace configured. Sending is paced by CampaignStack's own daily and weekly limits and business hours, which are set by a human in the app and are not writable from here; see overrideOwnLimits before asking for an exception.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
leadIdNo
platformYes
accountIdNo
profileUrlNo
workspaceIdNoWorkspace ID. Omit it when this connection reaches one workspace: a workspace key (cs_) is bound to its own, and a user key (csu_) or connected app whose person belongs to exactly one workspace defaults to that one. Required only when the person belongs to several; the error then lists them, and campaignstack_whoami reports them too.
overrideOwnLimitsNoTells CampaignStack to skip its OWN protective pacing for this one call: the daily budget, the weekly cap, the business-hours window, the account status check and the risk pause. These are limits CampaignStack sets to keep the account healthy. They are not LinkedIn's controls, and nothing here touches, negotiates with or works around anything LinkedIn enforces. LinkedIn's own measured ceiling is a separate check that is never overridable, and neither is a pause the account's owner set. Default false, and it should stay false. Setting it true voids the safety guarantee: from that call on, CampaignStack can no longer promise the pacing that keeps the account out of trouble, and the risk of a restriction sits with the owner. Every use is recorded in the workspace audit log. Ask the owner in plain words and get an explicit yes first. A refusal from the safety system is that system working, not a fault to route around: report the reason and let the person decide, and never retry the same send with this set.
dangerouslyBypassSafetySystemNoDeprecated name for overrideOwnLimits. Use overrideOwnLimits.

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
jobIdNo
statusNo
successNo

Schema Changelog

Changes observed during successful MCP inspections.

  1. Changed1 schema field changed
    • addedInput schema / properties / workspaceId
      Added value: +{
      +  "description": "Workspace ID. Omit it when this connection reaches one workspace: a workspace key (cs_) is bound to its own, and a user key (csu_) or connected app whose person belongs to exactly one workspace defaults to that one. Required only when the person belongs to several; the error then lists them, and campaignstack_whoami reports them too.",
      +  "type": "string"
      +}
  2. Changed1 schema field changed
    • changedOutput schema / (root)
      Previous value: -nullNew value: +{
      +  "$schema": "http://json-schema.org/draft-07/schema#",
      +  "additionalProperties": true,
      +  "properties": {
      +    "jobId": {
      +      "anyOf": [
      +        {
      +          "anyOf": [
      +            {
      +              "not": {}
      +            },
      +            {
      +              "type": "string"
      +            }
      +          ]
      +        },
      +        {
      +          "type": "null"
      +        }
      +      ]
      +    },
      +    "status": {
      +      "anyOf": [
      +        {
      +          "anyOf": [
      +            {
      +              "not": {}
      +            },
      +            {
      +              "type": "string"
      +            }
      +          ]
      +        },
      +        {
      +          "type": "null"
      +        }
      +      ]
      +    },
      +    "success": {
      +      "anyOf": [
      +        {
      +          "anyOf": [
      +            {
      +              "not": {}
      +            },
      +            {
      +              "type": "boolean"
      +            }
      +          ]
      +        },
      +        {
      +          "type": "null"
      +        }
      +      ]
      +    }
      +  },
      +  "type": "object"
      +}
  3. Changed9 schema fields changed
    • addedInput schema / $schema
      Added value: +"http://json-schema.org/draft-07/schema#"
    • addedInput schema / additionalProperties
      Added value: +false
    • addedInput schema / properties / accountId
      Added value: +{
      +  "minLength": 1,
      +  "type": "string"
      +}
    • addedInput schema / properties / dangerouslyBypassSafetySystem
      Added value: +{
      +  "description": "Deprecated name for overrideOwnLimits. Use overrideOwnLimits.",
      +  "type": "boolean"
      +}
    • addedInput schema / properties / leadId
      Added value: +{
      +  "minLength": 1,
      +  "type": "string"
      +}
    • addedInput schema / properties / overrideOwnLimits
      Added value: +{
      +  "description": "Tells CampaignStack to skip its OWN protective pacing for this one call: the daily budget, the weekly cap, the business-hours window, the account status check and the risk pause. These are limits CampaignStack sets to keep the account healthy. They are not LinkedIn's controls, and nothing here touches, negotiates with or works around anything LinkedIn enforces. LinkedIn's own measured ceiling is a separate check that is never overridable, and neither is a pause the account's owner set. Default false, and it should stay false. Setting it true voids the safety guarantee: from that call on, CampaignStack can no longer promise the pacing that keeps the account out of trouble, and the risk of a restriction sits with the owner. Every use is recorded in the workspace audit log. Ask the owner in plain words and get an explicit yes first. A refusal from the safety system is that system working, not a fault to route around: report the reason and let the person decide, and never retry the same send with this set.",
      +  "type": "boolean"
      +}
    • addedInput schema / properties / platform
      Added value: +{
      +  "enum": [
      +    "linkedin"
      +  ],
      +  "type": "string"
      +}
    • addedInput schema / properties / profileUrl
      Added value: +{
      +  "format": "uri",
      +  "type": "string"
      +}
    • addedInput schema / required
      Added value: +[
      +  "platform"
      +]
  4. First observed

TDQS

A4.8/5.0
Behavior5/5

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

Annotations flag it as destructive/non-idempotent/open-world, and the description adds substantial non-structured context: the follow is visible and notifies the real person, requires explicit user confirmation before calling, is paced by human-configured daily/weekly limits and business hours, and that overrideOwnLimits voids a safety guarantee and is audit-logged. These are exactly the behavioral traits annotations cannot express.

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-loaded with the action, then usage, then safety and alternatives — a sensible ordering. It is dense and somewhat long, with a few reaffirmations (e.g. the confirmation instruction restated alongside the override warning), but nearly every sentence carries operative 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?

For a high-risk outbound action with an output schema and strong annotations, the description covers destination, alternatives, pacing constraints, the override escape hatch, and the explicit confirmation requirement. Nothing an agent needs to call this safely is missing.

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?

With only 43% schema coverage, the description does meaningful work: it declares platform required, establishes leadId as the supported identifier and profileUrl as the fallback for existing workspace leads, and points to campaignstack_get_accounts for accountId. workspaceId resolution is left to the schema, and overrideOwnLimits semantics are largely duplicated from its schema description, which keeps this from a 5.

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: 'follow a profile from a connected LinkedIn account, so their posts reach the owner's feed.' It also contrasts with the look-alike sibling campaignstack_send_connection_request, so the agent can distinguish a follow from a connection request without opening either schema.

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

Usage Guidelines5/5

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

Explicit about when to use ('when the user asks to follow a specific person') and when not to, naming alternatives: campaignstack_send_connection_request for connection requests, and campaignstack_edit_lead_list plus campaignstack_trigger_workflow for reaching a list. It also forbids the loop pattern outright.

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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