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Show creator shortlist

render_creator_shortlist

Use this when discovery or lookup tools have returned results and the user would benefit from scanning 1–8 creator cards. Pass search_id after semantic_search_creators so the exact ranking, confidence, and evidence are preserved. Pass creator_ids only for name/handle lookup results. Always call an Influship data tool first; do not invent IDs. This fetches stored creator details and may consume Influship account or API usage.

Tool call template

Replace each placeholder with a value matching the input schema. Only required parameters are included; add optional parameters as needed.

{
  "id": 1,
  "jsonrpc": "2.0",
  "method": "tools/call",
  "params": {
    "arguments": {
      "context": "<context>",
      "llm_model": "<llm_model>"
    },
    "name": "render_creator_shortlist"
  }
}

Input Schema

NameRequiredDescriptionDefault
briefNoCampaign brief or discovery intent that produced this shortlist.
titleNoShort factual title for this shortlist.
contextYesExplain in 15-25 words, in third person, why this tool is called and how it supports the user's goal. For analytics only. You MUST describe only the abstract purpose of the tool call. NEVER include, repeat, paraphrase, or infer personal, sensitive, or identifying information from the user request or tool results, including names, emails, phone numbers, IPs, IDs, or credentials. You MUST generalize specific entities into roles such as "a user", "the customer", or "an account". Example: "Retrieving a customer's recent orders to investigate a billing issue and help support determine the appropriate resolution."
llm_modelYesThe exact model identifier you (the assistant) are running as, taken from your system prompt or environment (e.g. "claude-opus-4-8", "gpt-5.2"). Used for analytics only. If you do not know your model identifier with certainty, pass "unknown" — never guess.
search_idNoSearch ID returned by semantic_search_creators. Prefer this for discovery results so exact ranking and evidence are preserved.
creator_idsNoCanonical creator IDs returned by an Influship lookup tool.
conversation_idNoPass the exact conversation_id from the server's previous response, unchanged. The server provides it on the first call — never invent one, and do not issue parallel tool calls until you have it. Keep passing the same conversation_id for the rest of the conversation, including after later user messages or on a different task; do not reset it when the user starts a new request.

Output Schema

NameRequiredDescriptionDefault
viewYes
briefYes
titleYes
creatorsYes
omittedCountYes

Schema Changelog

Changes observed during successful MCP inspections.

  1. Changed5 schema fields changed
    • removedInput schema / additionalProperties
      Removed value: -false
    • addedInput schema / properties / context
      Added value: +{
      +  "description": "Explain in 15-25 words, in third person, why this tool is called and how it supports the user's goal. For analytics only. You MUST describe only the abstract purpose of the tool call. NEVER include, repeat, paraphrase, or infer personal, sensitive, or identifying information from the user request or tool results, including names, emails, phone numbers, IPs, IDs, or credentials. You MUST generalize specific entities into roles such as \"a user\", \"the customer\", or \"an account\". Example: \"Retrieving a customer's recent orders to investigate a billing issue and help support determine the appropriate resolution.\"",
      +  "type": "string"
      +}
    • addedInput schema / properties / conversation_id
      Added value: +{
      +  "description": "Pass the exact conversation_id from the server's previous response, unchanged. The server provides it on the first call — never invent one, and do not issue parallel tool calls until you have it. Keep passing the same conversation_id for the rest of the conversation, including after later user messages or on a different task; do not reset it when the user starts a new request.",
      +  "type": "string"
      +}
    • addedInput schema / properties / llm_model
      Added value: +{
      +  "description": "The exact model identifier you (the assistant) are running as, taken from your system prompt or environment (e.g. \"claude-opus-4-8\", \"gpt-5.2\"). Used for analytics only. If you do not know your model identifier with certainty, pass \"unknown\" — never guess.",
      +  "type": "string"
      +}
    • addedInput schema / required
      Added value: +[
      +  "context",
      +  "llm_model"
      +]
  2. Changed19 schema fields changed
    • removedOutput schema / properties / brief / anyOf
      Removed value: -[
      -  {
      -    "type": "string"
      -  },
      -  {
      -    "type": "null"
      -  }
      -]
    • addedOutput schema / properties / brief / type
      Added value: +[
      +  "string",
      +  "null"
      +]
    • removedOutput schema / properties / creators / items / properties / aiSummary / anyOf
      Removed value: -[
      -  {
      -    "type": "string"
      -  },
      -  {
      -    "type": "null"
      -  }
      -]
    • addedOutput schema / properties / creators / items / properties / aiSummary / type
      Added value: +[
      +  "string",
      +  "null"
      +]
    • removedOutput schema / properties / creators / items / properties / analysisUpdatedAt / anyOf
      Removed value: -[
      -  {
      -    "type": "string"
      -  },
      -  {
      -    "type": "null"
      -  }
      -]
    • addedOutput schema / properties / creators / items / properties / analysisUpdatedAt / type
      Added value: +[
      +  "string",
      +  "null"
      +]
    • removedOutput schema / properties / creators / items / properties / audienceSummary / anyOf
      Removed value: -[
      -  {
      -    "type": "string"
      -  },
      -  {
      -    "type": "null"
      -  }
      -]
    • addedOutput schema / properties / creators / items / properties / audienceSummary / type
      Added value: +[
      +  "string",
      +  "null"
      +]
    • removedOutput schema / properties / creators / items / properties / bio / anyOf
      Removed value: -[
      -  {
      -    "type": "string"
      -  },
      -  {
      -    "type": "null"
      -  }
      -]
    • addedOutput schema / properties / creators / items / properties / bio / type
      Added value: +[
      +  "string",
      +  "null"
      +]
    • removedOutput schema / properties / creators / items / properties / profiles / items / properties / dataUpdatedAt / anyOf
      Removed value: -[
      -  {
      -    "type": "string"
      -  },
      -  {
      -    "type": "null"
      -  }
      -]
    • addedOutput schema / properties / creators / items / properties / profiles / items / properties / dataUpdatedAt / type
      Added value: +[
      +  "string",
      +  "null"
      +]
    • removedOutput schema / properties / creators / items / properties / profiles / items / properties / engagementRate / anyOf
      Removed value: -[
      -  {
      -    "type": "number"
      -  },
      -  {
      -    "type": "null"
      -  }
      -]
    • addedOutput schema / properties / creators / items / properties / profiles / items / properties / engagementRate / type
      Added value: +[
      +  "number",
      +  "null"
      +]
    • removedOutput schema / properties / creators / items / properties / profiles / items / properties / followers / anyOf
      Removed value: -[
      -  {
      -    "type": "number"
      -  },
      -  {
      -    "type": "null"
      -  }
      -]
    • addedOutput schema / properties / creators / items / properties / profiles / items / properties / followers / type
      Added value: +[
      +  "number",
      +  "null"
      +]
    • changedOutput schema / properties / creators / items / properties / searchMatch / anyOf
      Previous value: -[
      -  {
      -    "additionalProperties": false,
      -    "properties": {
      -      "confidence": {
      -        "maximum": 1,
      -        "minimum": 0,
      -        "type": "number"
      -      },
      -      "locationUnverified": {
      -        "anyOf": [
      -          {
      -            "type": "boolean"
      -          },
      -          {
      -            "type": "null"
      -          }
      -        ]
      -      },
      -      "lowConfidence": {
      -        "type": "boolean"
      -      },
      -      "reasons": {
      -        "items": {
      -          "additionalProperties": false,
      -          "properties": {
      -            "evidenceQuote": {
      -              "anyOf": [
      -                {
      -                  "type": "string"
      -                },
      -                {
      -                  "type": "null"
      -                }
      -              ]
      -            },
      -            "provenance": {
      -              "enum": [
      -                "post_evidence",
      -                "profile_fact",
      -                "inferred"
      -              ],
      -              "type": "string"
      -            },
      -            "text": {
      -              "type": "string"
      -            }
      -          },
      -          "required": [
      -            "text",
      -            "provenance",
      -            "evidenceQuote"
      -          ],
      -          "type": "object"
      -        },
      -        "maxItems": 4,
      -        "type": "array"
      -      },
      -      "score": {
      -        "maximum": 1,
      -        "minimum": 0,
      -        "type": "number"
      -      }
      -    },
      -    "required": [
      -      "score",
      -      "confidence",
      -      "lowConfidence",
      -      "reasons",
      -      "locationUnverified"
      -    ],
      -    "type": "object"
      -  },
      -  {
      -    "type": "null"
      -  }
      -]New value: +[
      +  {
      +    "additionalProperties": false,
      +    "properties": {
      +      "confidence": {
      +        "maximum": 1,
      +        "minimum": 0,
      +        "type": "number"
      +      },
      +      "locationUnverified": {
      +        "type": [
      +          "boolean",
      +          "null"
      +        ]
      +      },
      +      "lowConfidence": {
      +        "type": "boolean"
      +      },
      +      "reasons": {
      +        "items": {
      +          "additionalProperties": false,
      +          "properties": {
      +            "evidenceQuote": {
      +              "type": [
      +                "string",
      +                "null"
      +              ]
      +            },
      +            "provenance": {
      +              "enum": [
      +                "post_evidence",
      +                "profile_fact",
      +                "inferred"
      +              ],
      +              "type": "string"
      +            },
      +            "text": {
      +              "type": "string"
      +            }
      +          },
      +          "required": [
      +            "text",
      +            "provenance",
      +            "evidenceQuote"
      +          ],
      +          "type": "object"
      +        },
      +        "maxItems": 4,
      +        "type": "array"
      +      },
      +      "score": {
      +        "maximum": 1,
      +        "minimum": 0,
      +        "type": "number"
      +      }
      +    },
      +    "required": [
      +      "score",
      +      "confidence",
      +      "lowConfidence",
      +      "reasons",
      +      "locationUnverified"
      +    ],
      +    "type": "object"
      +  },
      +  {
      +    "type": "null"
      +  }
      +]
    • removedOutput schema / properties / creators / items / properties / vibe / anyOf
      Removed value: -[
      -  {
      -    "type": "string"
      -  },
      -  {
      -    "type": "null"
      -  }
      -]
    • addedOutput schema / properties / creators / items / properties / vibe / type
      Added value: +[
      +  "string",
      +  "null"
      +]
  3. Changed11 schema fields changed
    • changedInput schema / properties / creator_ids / description
      Previous value: -"Canonical creator IDs returned by an Influship discovery or lookup tool."New value: +"Canonical creator IDs returned by an Influship lookup tool."
    • addedInput schema / properties / search_id
      Added value: +{
      +  "description": "Search ID returned by semantic_search_creators. Prefer this for discovery results so exact ranking and evidence are preserved.",
      +  "format": "uuid",
      +  "pattern": "^([0-9a-fA-F]{8}-[0-9a-fA-F]{4}-[1-8][0-9a-fA-F]{3}-[89abAB][0-9a-fA-F]{3}-[0-9a-fA-F]{12}|00000000-0000-0000-0000-000000000000|ffffffff-ffff-ffff-ffff-ffffffffffff)$",
      +  "type": "string"
      +}
    • removedInput schema / required
      Removed value: -[
      -  "creator_ids"
      -]
    • addedOutput schema / properties / creators / items / properties / analysisFactCount
      Added value: +{
      +  "anyOf": [
      +    {
      +      "maximum": 9007199254740991,
      +      "minimum": 0,
      +      "type": "integer"
      +    },
      +    {
      +      "type": "null"
      +    }
      +  ]
      +}
    • addedOutput schema / properties / creators / items / properties / analysisUpdatedAt
      Added value: +{
      +  "anyOf": [
      +    {
      +      "type": "string"
      +    },
      +    {
      +      "type": "null"
      +    }
      +  ]
      +}
    • removedOutput schema / properties / creators / items / properties / brandAlignment
      Removed value: -{
      -  "items": {
      -    "type": "string"
      -  },
      -  "type": "array"
      -}
    • removedOutput schema / properties / creators / items / properties / keyFacts
      Removed value: -{
      -  "items": {
      -    "type": "string"
      -  },
      -  "type": "array"
      -}
    • addedOutput schema / properties / creators / items / properties / profiles / items / properties / dataUpdatedAt
      Added value: +{
      +  "anyOf": [
      +    {
      +      "type": "string"
      +    },
      +    {
      +      "type": "null"
      +    }
      +  ]
      +}
    • changedOutput schema / properties / creators / items / properties / profiles / items / required
      Previous value: -[
      -  "platform",
      -  "username",
      -  "url",
      -  "followers",
      -  "engagementRate",
      -  "verified"
      -]New value: +[
      +  "platform",
      +  "username",
      +  "url",
      +  "followers",
      +  "engagementRate",
      +  "verified",
      +  "dataUpdatedAt"
      +]
    • addedOutput schema / properties / creators / items / properties / searchMatch
      Added value: +{
      +  "anyOf": [
      +    {
      +      "additionalProperties": false,
      +      "properties": {
      +        "confidence": {
      +          "maximum": 1,
      +          "minimum": 0,
      +          "type": "number"
      +        },
      +        "locationUnverified": {
      +          "anyOf": [
      +            {
      +              "type": "boolean"
      +            },
      +            {
      +              "type": "null"
      +            }
      +          ]
      +        },
      +        "lowConfidence": {
      +          "type": "boolean"
      +        },
      +        "reasons": {
      +          "items": {
      +            "additionalProperties": false,
      +            "properties": {
      +              "evidenceQuote": {
      +                "anyOf": [
      +                  {
      +                    "type": "string"
      +                  },
      +                  {
      +                    "type": "null"
      +                  }
      +                ]
      +              },
      +              "provenance": {
      +                "enum": [
      +                  "post_evidence",
      +                  "profile_fact",
      +                  "inferred"
      +                ],
      +                "type": "string"
      +              },
      +              "text": {
      +                "type": "string"
      +              }
      +            },
      +            "required": [
      +              "text",
      +              "provenance",
      +              "evidenceQuote"
      +            ],
      +            "type": "object"
      +          },
      +          "maxItems": 4,
      +          "type": "array"
      +        },
      +        "score": {
      +          "maximum": 1,
      +          "minimum": 0,
      +          "type": "number"
      +        }
      +      },
      +      "required": [
      +        "score",
      +        "confidence",
      +        "lowConfidence",
      +        "reasons",
      +        "locationUnverified"
      +      ],
      +      "type": "object"
      +    },
      +    {
      +      "type": "null"
      +    }
      +  ]
      +}
    • changedOutput schema / properties / creators / items / required
      Previous value: -[
      -  "id",
      -  "name",
      -  "bio",
      -  "avatarUrl",
      -  "aiSummary",
      -  "audienceSummary",
      -  "brandAlignment",
      -  "contentThemes",
      -  "keyFacts",
      -  "vibe",
      -  "profiles"
      -]New value: +[
      +  "id",
      +  "name",
      +  "bio",
      +  "avatarUrl",
      +  "aiSummary",
      +  "analysisUpdatedAt",
      +  "analysisFactCount",
      +  "audienceSummary",
      +  "contentThemes",
      +  "vibe",
      +  "profiles",
      +  "searchMatch"
      +]
  4. Added

TDQS

A4.4/5.0
Behavior4/5

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

Annotations already declare readOnlyHint=false, idempotentHint=false, destructiveHint=false and openWorldHint=false, so the safety profile is largely covered. The description adds real context beyond that: the call fetches stored creator details, may consume Influship account or API usage, and preserves ranking/confidence/evidence when search_id is used. It does not explain why the call is non-read-only (e.g. whether a stored render record is created), which is the one remaining gap.

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?

Four short sentences, front-loaded with the trigger condition, followed by parameter routing, the ID-provenance guardrail, and the cost note. No sentence is redundant with the schema or the annotations, and nothing is buried at the end.

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 7 parameters, full schema descriptions and an output schema in place, the description only needs to carry the selection logic and the cost/behavior note, and it does both. An agent can decide when to call it, which ID parameter to pass, and what it costs without opening another tool.

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 description coverage is 100%, so the baseline is 3, and the description earns the bump by adding routing semantics the schema only gestures at: search_id is the preferred path after semantic_search_creators to preserve exact ranking and evidence, while creator_ids is reserved for name/handle lookup results. It still does not address precedence if both are supplied.

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 states a concrete action and output: rendering 1–8 creator cards for the user to scan, which is a specific verb plus resource. It implicitly differentiates from single-creator renderers by bounding the display at 1–8 cards, but it never names render_creator_profile or render_creator_comparison, so an agent must infer the boundary from the sibling list.

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?

It gives an explicit trigger ('when discovery or lookup tools have returned results'), an explicit precondition ('Always call an Influship data tool first; do not invent IDs'), and routes between two modes: search_id after semantic_search_creators versus creator_ids for name/handle lookups. That is when-to-use, how-to-choose, and a negative guardrail in one place.

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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