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GoAI Moat Outreach Tracker

Update Stage

update_stage

Update a company's stage in the funnel.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
stageYesNew stage (replied/deep_talk/diagnosis/closed).
companyYesCompany name.

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

C2.9/5.0
Behavior2/5

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

With no annotations provided, the description carries the full burden of behavioral disclosure. It only says 'update', which implies mutation but does not explain side effects, overwriting behavior, permissions, reversibility, or what happens to existing data. This is a minimal disclosue for a state-changing tool.

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 concise and to the point, though it remains thin on behavioral context.

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 simple two-parameter mutation with full schema coverage and an output schema, the description is minimally adequate. It states the core purpose and the schema covers parameters, but missing usage guidance and behavioral transparency make it not fully complete for an agent deciding when and how to use it.

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 baseline is 3. The description adds no parameter meaning beyond what the schema already provides, and the schema fully documents 'company' and 'stage' with allowed stage values.

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 clearly states the tool updates a company's stage in the funnel, with a specific verb and resource. It doesn't explicitly distinguish from siblings, but the update action is obviously different from get_pipeline (read) and record_touch (log).

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 alternatives like get_pipeline or record_touch. No conditions, prerequisites, or exclusions are provided, leaving the agent to infer usage from the name and description.

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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