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Programscape

Your partner perks list (for its admins)

partner_perks_admin
Read-onlyIdempotent

For the admin of a venture firm’s or studio’s perks list on Programscape (for example PSL’s): what needs a look (deals due to re-confirm, linked programs that changed or closed, imported deals not yet checked), how each perk stands, how many founders joined through each invite link (counts under 3 are withheld), and when the partner’s own system last read its feed. Reads only; changes are made on the admin page.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A4/5.0
Behavior4/5

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

Annotations already cover safety (readOnly, idempotent, non-destructive, closed-world), so the bar is lower, and the description still adds real context beyond them: founder counts under 3 are withheld (a privacy rule that affects interpreting results), and it reports 'when the partner's own system last read its feed' (freshness semantics). It omits return shape/pagination, keeping it from a 5.

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?

It is a single dense sentence front-loaded with the audience and purpose, with the read-only constraint trailing. Every clause carries information (items surfaced, count-withholding rule, feed freshness), though the heavy parenthetical stacks make it slightly sprawling.

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

Completeness4/5

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

With no input schema parameters and no output schema, the description must convey what comes back, and it does so by listing the reported signals. For a zero-arg read tool whose annotations already establish safety, this is largely complete; only the exact structure/ordering of the response is unstated.

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?

The tool takes zero parameters, which is the baseline-4 case per the rubric; there is nothing for the description to disambiguate. The description correctly implies no input is required to obtain the full admin view.

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 names a specific verb+resource: an admin-facing read of a venture firm's/studio's partner perks list, enumerating what it surfaces (deals due to re-confirm, changed/closed linked programs, unchecked imports, per-invite founder counts, last feed read). It is unambiguous what the tool returns. It does not explicitly differentiate itself from lookalike siblings such as portfolio_perks, so it stops short of a 5.

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

Usage Guidelines4/5

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

It scopes the audience to the perks-list admin and frames the use case as 'what needs a look.' It also closes off the wrong usage: 'Reads only; changes are made on the admin page,' telling the agent not to attempt mutations here. No explicit alternative sibling is named, so 4 rather than 5.

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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