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P-Suraj

GrowthPilot

by P-Suraj

gp_generate_email_draft

Generates a personalized cold sales email draft for a lead using company research, qualification score, and campaign goal to create targeted outreach.

Instructions

Generates a highly personalized cold sales email outreach draft for a lead using Gemini API reasoning.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
goalYesThe user campaign goal
scoreYesThe QualificationScore details
companyYesThe target Company details
researchYesThe Company web research profile
campaignIdNoThe campaign ID reference
Behavior2/5

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

With no annotations, the description carries the full burden. It discloses the use of Gemini API but does not mention side effects, whether the draft is saved, or any state mutation. Minimal behavioral context.

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?

A single sentence that is efficient and front-loaded. Could be slightly more concise, but no wasted words.

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

Completeness2/5

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

The tool has 5 parameters with nested objects and no output schema. The description is too brief, failing to explain how parameters like goal or score are used or what the output format (likely an email string) will be.

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 the schema already documents all parameters. The description adds no extra meaning beyond the schema, meeting the baseline of 3.

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 clearly states the verb 'generates', the resource 'cold sales email outreach draft for a lead', and the method 'using Gemini API reasoning'. It distinguishes from siblings like gp_plan_campaign and gp_critique_draft which have different purposes.

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?

No guidance on when to use this tool versus alternatives like gp_critique_draft or gp_revise_draft. The description does not provide any when/when-not or context for choosing this tool.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

Install Server

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