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GoAI Moat Outreach Tracker

Record Touch

record_touch

Record an outreach touch for a company.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
stageNoCurrent stage (touched/replied/deep_talk/diagnosis/closed).touched
channelNoChannel used (e.g. email, LinkedIn, Telegram).
companyYesCompany name.

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

B3.1/5.0
Behavior2/5

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

With no annotations, the description carries the full burden. 'Record' implies a write operation, but it doesn't disclose side effects, whether it creates a new entry or updates an existing company, or how the stage parameter interacts with update_stage.

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?

The description is a single front-loaded sentence with no wasted words. It communicates the essential action immediately.

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?

The tool is simple, parameters are fully documented in the schema, and an output schema exists. However, the description lacks usage context and does not resolve overlap with update_stage, making it minimally but not fully complete.

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%, and the schema documents stage defaults/allowed values, channel examples, and required company. The description adds no parameter semantics beyond the schema, so baseline 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 states a specific action (record) and resource (outreach touch) with a target (company), making the tool's basic function clear. It doesn't distinguish from siblings like update_stage, but the core purpose is identifiable.

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?

There is no guidance on when to use this tool versus get_pipeline or update_stage, and no mention of exclusions. The overlap with update_stage (both can set stage) is not addressed.

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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